16.6.2.5 Target Tracking Techniques, Filter Techniques, Correlation

Chapter Contents (Back)
Target Tracking. Filter Techniques. Correlation Filter. A subset:
See also Target Tracking Techniques, Kernel Tracking.
See also Target Tracking Techniques, Kalman Filters.

Morris, E.E.[Edwin E.],
Cross-correlation video tracker and method,
US_Patent4,270,143, May 26, 1981
WWW Link. BibRef 8105

Hong, S.M.,
Steady-state analysis of computational load in correlation-based image tracking,
VISP(149), No. 3, June 2002, pp. 168-172.
IEEE Top Reference. 0210
BibRef

Cho, J.S.[Jae-Soo], Yun, B.J.[Byoung-Ju],
Selective-Attention Correlation Measure for Precision Video Tracking,
IEICE(E88-D), No. 5, May 2005, pp. 1041-1049.
DOI Link 0505
BibRef

Zhang, T.X.[Tian-Xu], Li, M.[Meng], Zuo, Z.R.[Zheng-Rong], Yang, W.D.[Wei-Dong], Sun, X.C.[Xie-Chang],
Moving dim point target detection with three-dimensional wide-to-exact search directional filtering,
PRL(28), No. 2, 15 January 2007, pp. 246-253.
Elsevier DOI 0611
3DSTAPF; 3DDF; 3DWESDF; Moving dim target detection; IR image BibRef

Bishop, A.N., Pathirana, P.N., Savkin, A.V.,
Radar Target Tracking via Robust Linear Filtering,
SPLetters(14), No. 12, December 2007, pp. 1028-1031.
IEEE DOI 0711
BibRef

Kassas, Z.M., Ozguner, U.,
A Nonlinear Filter Coupled With Hospitability and Synthetic Inclination Maps for In-Surveillance and Out-of-Surveillance Tracking,
SMC-C(40), No. 1, January 2010, pp. 87-97.
IEEE DOI 0912
Ground targets. Nonlinear Bayesian filter to track when out of surveillance. Hospitality map: terrain bases, how likely the target will be there. BibRef

Minvielle, P.[Pierre], Doucet, A.[Arnaud], Marrs, A.[Alan], Maskell, S.[Simon],
A Bayesian approach to joint tracking and identification of geometric shapes in video sequences,
IVC(28), No. 1, Januray 2010, pp. 111-123.
Elsevier DOI 1001
Bayesian model selection; Particle filtering; Target tracking BibRef

Vermaak, J., Maskell, S., Briers, M., Perez, P.,
Bayesian Visual Tracking with Existence Process,
ICIP05(I: 721-724).
IEEE DOI 0512
BibRef

Vermaak, J., Lawrence, N.D., Perez, P.,
Variational inference for visual tracking,
CVPR03(I: 773-780).
IEEE DOI 0307
BibRef

Vermaak, J., Pérez, P., Gangnet, M., Blake, A.,
Towards Improved Observation Models for Visual Tracking: Selective Adaptation,
ECCV02(I: 645 ff.).
Springer DOI 0205
BibRef

Pérez, P.[Patrick], Vermaak, J.[Jaco],
Bayesian Tracking with Auxiliary Discrete Processes. Application to Detection and Tracking of Objects with Occlusions,
WDV06(190-202).
Springer DOI 0705
BibRef

Yang, R., Ng, B.P., Ng, G.W.,
WTDM-Based M^3H Filter for Target Tracking in the Presence of Outliers,
SPLetters(17), No. 7, July 2010, pp. 623-626.
IEEE DOI 1006
WTDM: Waiting-Time-Dependent semi-Markov. Noise models for outliers. BibRef

Fourie, J.[Jaco], Mills, S.[Steven], Green, R.[Richard],
Harmony Filter: A robust visual tracking system using the improved harmony search algorithm,
IVC(28), No. 12, December 2010, pp. 1702-1716.
Elsevier DOI 1003
BibRef
Earlier:
Visual tracking using the harmony search algorithm,
IVCNZ08(1-6).
IEEE DOI 0811
Visual tracking; Harmony search algorithm; Soft computing; Evolutionary algorithm 2000 MSC: 68T45 BibRef

French, A., Mills, S., Pridmore, T.P.,
Condensation tracking through a hough space,
ICPR04(IV: 195-198).
IEEE DOI 0409
BibRef

Das, S., Kale, A.[Amit], Vaswani, N.[Namrata],
Particle Filter With a Mode Tracker for Visual Tracking Across Illumination Changes,
IP(21), No. 4, April 2012, pp. 2340-2346.
IEEE DOI 1204
BibRef
Earlier: A2, A3, Only:
Generalized ELL for detecting and tracking through illumination model changes,
ICIP08(2736-2739).
IEEE DOI 0810
BibRef

Kale, A.[Amit], Jaynes, C.[Christopher],
A Multiplicative Model of Appearance for Visual Tracking,
ICIP06(577-580).
IEEE DOI 0610
BibRef
And:
A Joint Illumination and Shape Model for Visual Tracking,
CVPR06(I: 602-609).
IEEE DOI 0606
BibRef
Earlier:
Shape Space Sampling Distributions and Their Impact on Visual Tracking,
ICIP05(I: 145-148).
IEEE DOI 0512
BibRef

Masazade, E., Fardad, M., Varshney, P.K.,
Sparsity-Promoting Extended Kalman Filtering for Target Tracking in Wireless Sensor Networks,
SPLetters(19), No. 12, December 2012, pp. 845-848.
IEEE DOI 1212
BibRef

Venkataraman, V.[Vijay], Fan, G.L.[Guo-Liang], Havlicek, J.P.[Joseph P.], Fan, X., Zhai, Y., Yeary, M.B.,
Adaptive Kalman Filtering for Histogram-Based Appearance Learning in Infrared Imagery,
IP(21), No. 11, November 2012, pp. 4622-4635.
IEEE DOI 1210
BibRef

Venkataraman, V.[Vijay], Fan, G.L.[Guo-Liang], Fan, X.[Xin], Havlicek, J.P.[Joseph P.],
Appearance learning by adaptive Kalman filters for FLIR tracking,
OTCBVS09(46-53).
IEEE DOI 0906
BibRef

Venkataraman, V.[Vijay], Fan, X.[Xin], Fan, G.L.[Guo-Liang],
Integrated target tracking and recognition via joint appearance-motion generative models,
OTCBVS08(1-8).
IEEE DOI 0806
BibRef
Earlier: A2, A3, Only:
Generative Graphical Models for Maneuvering Object Tracking and Dynamics Analysis,
OTCBVS07(1-8).
IEEE DOI 0706
BibRef

Gao, Y., Ji, R.R.[Rong-Rong], Zhang, L.F.[Long-Fei], Hauptmann, A.G.[Alexander G.],
Symbiotic Tracker Ensemble Toward A Unified Tracking Framework,
CirSysVideo(24), No. 7, July 2014, pp. 1122-1131.
IEEE DOI 1407
Correlation BibRef

Zhang, L.F.[Long-Fei], Gao, Y.[Yue], Hauptmann, A.G.[Alexander G.], Ji, R.R.[Rong-Rong], Ding, G.Y.[Gang-Yi], Super, B.[Boaz],
Symbiotic Black-Box Tracker,
MMMod12(126-137).
Springer DOI 1201
BibRef

Gong, J.L.[Jiu-Lu], Fan, G.L.[Guo-Liang], Yu, L.J.[Liang-Jiang], Havlicek, J.P.[Joseph P.], Chen, D.[Derong], Fan, N.J.[Ning-Jun],
Joint view-identity manifold for infrared target tracking and recognition,
CVIU(118), No. 1, 2014, pp. 211-224.
Elsevier DOI 1312
BibRef
Earlier: A1, A2, A3, A4, A5, Only:
Joint view-identity manifold for target tracking and recognition,
ICIP12(1357-1360).
IEEE DOI 1302
Automatic target tracking and recognition BibRef

Yu, L.J.[Liang-Jiang], Fan, G.L.[Guo-Liang], Gong, J.L.[Jiu-Lu], Havlicek, J.P.[Joseph P.],
Simultaneous target recognition, segmentation and pose estimation,
ICIP13(2655-2659)
IEEE DOI 1402
BibRef

Gong, J.L.[Jiu-Lu], Fan, G.L.[Guo-Liang], Havlicek, J.P.[Joseph P.], Fan, N.J.[Ning-Jun], Chen, D.[Derong],
Infrared target tracking, recognition and segmentation using shape-aware level set,
ICIP13(3283-3287)
IEEE DOI 1402
BibRef

Venkataraman, V.[Vijay], Fan, G.L.[Guo-Liang], Yu, L.J.[Liang-Jiang], Zhang, X.[Xin], Liu, W.G.[Wei-Guang], Havlicek, J.P.[Joseph P.],
Joint target tracking and recognition using view and identity manifolds,
OTCBVS11(33-40).
IEEE DOI 1106
BibRef

Liu, X.[Xing], Jiang, S.S.[Shou-Shan],
Research on Target Tracking based on Unscented Kalman Filter,
Sensors(153), No. 6, June 2013, pp. 13-21.
HTML Version. 1307
BibRef

Farah, R.[Rana], Gan, Q.[Qifeng], Langlois, J.M.P.[J.M. Pierre], Bilodeau, G.A.[Guillaume-Alexandre], Savaria, Y.[Yvon],
A computationally efficient importance sampling tracking algorithm,
MVA(25), No. 7, October 2014, pp. 1761-1777.
Springer DOI 1410
Based on CONDENSATION.
See also C-Conditional Density Propagation for Visual Tracking. BibRef

Leong, P.H., Arulampalam, S., Lamahewa, T.A., Abhayapala, T.D.,
Gaussian-Sum Cubature Kalman Filter with Improved Robustness for Bearings-only Tracking,
SPLetters(21), No. 5, May 2014, pp. 513-517.
IEEE DOI 1404
Gaussian processes BibRef

Li, X., Cui, G., Yi, W., Kong, L.,
A Fast Maneuvering Target Motion Parameters Estimation Algorithm Based on ACCF,
SPLetters(22), No. 3, March 2015, pp. 270-274.
IEEE DOI 1410
Correlation BibRef

Li, X., Cui, G., Yi, W., Kong, L.,
Coherent Integration for Maneuvering Target Detection Based on Radon-Lv's Distribution,
SPLetters(22), No. 9, September 2015, pp. 1467-1471.
IEEE DOI 1503
Acceleration BibRef

Erdem, A.T., Ercan, A.O.[Ali Ozer],
Fusing Inertial Sensor Data in an Extended Kalman Filter for 3D Camera Tracking,
IP(24), No. 2, February 2015, pp. 538-548.
IEEE DOI 1502
Kalman filters BibRef

Ali, A.[Ahmad], Jalil, A.[Abdul], Ahmed, J.[Javed], Iftikhar, M.A.[Muhammad Aksam], Hussain, M.[Mutawarra],
Correlation, Kalman filter and adaptive fast mean shift based heuristic approach for robust visual tracking,
SIViP(9), No. 7, October 2015, pp. 1567-1585.
Springer DOI 1509
BibRef

Ali, A.[Ahmad], Jalil, A.[Abdul], Ahmed, J.[Javed],
A new template updating method for correlation tracking,
ICVNZ16(1-6)
IEEE DOI 1701
Computer vision BibRef

Alismail, H.[Hatem], Browning, B.[Brett], Lucey, S.[Simon],
Enhancing Direct Camera Tracking with Dense Feature Descriptors,
ACCV16(IV: 535-551).
Springer DOI 1704
BibRef
And:
Robust Tracking in Low Light and Sudden Illumination Changes,
3DV16(389-398)
IEEE DOI 1701
least squares approximations BibRef

Wang, Y.X.[Yu-Xia], Zhao, Q.J.[Qing-Jie],
Robust object tracking via online Principal Component-Canonical Correlation Analysis (P3CA),
SIViP(9), No. 1, January 2015, pp. 159-174.
WWW Link. 1503
BibRef

Asgarizadeh, M.[Mojtaba], Pourghassem, H.[Hossein],
A robust object tracking synthetic structure using regional mutual information and edge correlation-based tracking algorithm in aerial surveillance application,
SIViP(9), No. 1, January 2015, pp. 175-189.
WWW Link. 1503
BibRef

Zhu, G.[Guibo], Wang, J.Q.[Jin-Qiao], Lu, H.Q.[Han-Qing],
Clustering based ensemble correlation tracking,
CVIU(153), No. 1, 2016, pp. 55-63.
Elsevier DOI 1612
BibRef
Earlier:
Object tracking with part-based discriminative context models,
ICIP14(4932-4936)
IEEE DOI 1502
Object tracking. Bismuth. BibRef

Rapuru, M.K., Kakanuru, S., Venugopal, P.M., Mishra, D., Subrahmanyam, G.R.K.S.[G. R. K. S.],
Correlation-Based Tracker-Level Fusion for Robust Visual Tracking,
IP(26), No. 10, October 2017, pp. 4832-4842.
IEEE DOI 1708
image fusion, learning (artificial intelligence), object tracking, ALOV300++, Kernelized correlation filter tracker, correlation-based tracker-level fusion, frame-level detection strategy, robust visual tracking, visual object tracking algorithms, visual tracker benchmark, BibRef

Gundogdu, E.[Erhan], Ozkan, H.[Huseyin], Alatan, A.A.[A. Aydin],
Extending Correlation Filter-Based Visual Tracking by Tree-Structured Ensemble and Spatial Windowing,
IP(26), No. 11, November 2017, pp. 5270-5283.
IEEE DOI 1709
BibRef
Earlier:
Ensemble Of adaptive correlation filters for robust visual tracking,
AVSS16(15-22)
IEEE DOI 1611
trees (mathematics), binary tree, tree-structured ensemble, Target tracking, ensemble tracker, mixture of experts BibRef

Gundogdu, E., Koc, A., Solmaz, B., Hammoud, R.I., Alatan, A.A.,
Evaluation of Feature Channels for Correlation-Filter-Based Visual Object Tracking in Infrared Spectrum,
PBVS16(290-298)
IEEE DOI 1612
BibRef

Gundogdu, E.[Erhan], Alatan, A.A.[A. Aydin],
Good Features to Correlate for Visual Tracking,
IP(27), No. 5, May 2018, pp. 2526-2540.
IEEE DOI 1804
Computational modeling, Convolution, Correlation, Machine learning, Target tracking, Training, Visualization, Visual tracking, deep feature learning BibRef

Seckin Demir, H., Faruk Adil, O.,
Part-Based Co-Difference Object Tracking Algorithm for Infrared Videos,
ICIP18(3723-3727)
IEEE DOI 1809
Object tracking, Visualization, Target tracking, Task analysis, Surveillance, Covariance matrices, surveillance BibRef

Gundogdu, E.[Erhan], Ozkan, H.[Huseyin], Seckin Demir, H., Ergezer, H.[Hamza], Akagunduz, E.[Erdem], Pakin, S.K.[S. Kubilay],
Comparison of infrared and visible imagery for object tracking: Toward trackers with superior IR performance,
PBVS15(1-9)
IEEE DOI 1510
Correlators BibRef

Tanisik, G.[Gokhan], Gundogdu, E.[Erhan],
Multiple model adaptive visual tracking with correlation filters,
ICIP15(661-665)
IEEE DOI 1512
adaptive update rate; multiple model; visual tracking BibRef

Gu, X.D.[Xiao-Dong], Huang, X.Y.[Xin-Yu], Tokuta, A.[Alade],
Multiscale spatially regularised correlation filters for visual tracking,
IET-CV(11), No. 3, April 2017, pp. 220-225.
DOI Link 1704
BibRef

Danelljan, M.[Martin], Häger, G.[Gustav], Khan, F.S.[Fahad Shahbaz], Felsberg, M.[Michael],
Discriminative Scale Space Tracking,
PAMI(39), No. 8, August 2017, pp. 1561-1575.
IEEE DOI 1707
BibRef
Earlier:
Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking,
CVPR16(1430-1438)
IEEE DOI 1612
BibRef
Earlier:
Learning Spatially Regularized Correlation Filters for Visual Tracking,
ICCV15(4310-4318)
IEEE DOI 1602
BibRef
And:
Convolutional Features for Correlation Filter Based Visual Tracking,
VOT15(621-629)
IEEE DOI 1602
BibRef
And:
Coloring Channel Representations for Visual Tracking,
SCIA15(117-129).
Springer DOI 1506
BibRef
Earlier:
Accurate Scale Estimation for Robust Visual Tracking,
BMVC14(xx-yy).
HTML Version. 1410
Correlation, Decision support systems, Estimation, Robustness, Standards, Target tracking, Visualization, Visual tracking, correlation filters, scale, estimation Benchmark testing BibRef

Danelljan, M.[Martin], Bhat, G.[Goutam], Khan, F.S.[Fahad Shahbaz], Felsberg, M.[Michael],
ECO: Efficient Convolution Operators for Tracking,
CVPR17(6931-6939)
IEEE DOI 1711
Biological system modeling, Computational complexity, Computational modeling, Convolution, Robustness, Target tracking, Training BibRef

Danelljan, M.[Martin], Khan, F.S.[Fahad Shahbaz], Felsberg, M.[Michael], van de Weijer, J.[Joost],
Adaptive Color Attributes for Real-Time Visual Tracking,
CVPR14(1090-1097)
IEEE DOI 1409
Adaptive Dimensionality Reduction BibRef

Gladh, S., Danelljan, M.[Martin], Khan, F.S.[Fahad Shahbaz], Felsberg, M.[Michael],
Deep motion features for visual tracking,
ICPR16(1243-1248)
IEEE DOI 1705
Feature extraction, Image color analysis, Optical imaging, Target tracking, Training, Visualization BibRef

Johnander, J.[Joakim], Danelljan, M.[Martin], Khan, F.S.[Fahad Shahbaz], Felsberg, M.[Michael],
DCCO: Towards Deformable Continuous Convolution Operators for Visual Tracking,
CAIP17(I: 55-67).
Springer DOI 1708
BibRef

Danelljan, M.[Martin], Robinson, A.[Andreas], Khan, F.S.[Fahad Shahbaz], Felsberg, M.[Michael],
Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking,
ECCV16(V: 472-488).
Springer DOI 1611
BibRef

Liu, F.H.[Fang-Hui], Zhou, T.[Tao], Fu, K.[Keren], Yang, J.[Jie],
Robust visual tracking via constrained correlation filter coding,
PRL(84), No. 1, 2016, pp. 163-169.
Elsevier DOI 1612
Visual tracking BibRef

Peng, C.[Cheng], Liu, F.H.[Fang-Hui], Yang, J.[Jie], Kasabov, N.[Nikola],
Robust Visual Tracking via Dirac-Weighted Cascading Correlation Filters,
SPLetters(25), No. 11, November 2018, pp. 1700-1704.
IEEE DOI 1811
correlation methods, image filtering, object detection, object tracking, target tracking, visual tracking BibRef

Zhou, T.[Tao], Bhaskar, H., Liu, F.H.[Fang-Hui], Yang, J.[Jie],
Graph Regularized and Locality-Constrained Coding for Robust Visual Tracking,
CirSysVideo(27), No. 10, October 2017, pp. 2153-2164.
IEEE DOI 1710
Manifolds, Robustness, Target tracking, Visualization, Appearance, graph regularization, locality-constrained linear coding (LLC), sparse coding, subspace coding. BibRef

Zhou, T., Lu, Y., Di, H.,
Locality-Constrained Collaborative Model for Robust Visual Tracking,
CirSysVideo(27), No. 2, February 2017, pp. 313-325.
IEEE DOI 1702
Collaboration BibRef

Gu, K., Zhou, T.[Tao], Liu, F.H.[Fang-Hui], Yang, J., Qiao, Y.,
Correlation filter tracking via bootstrap learning,
ICIP16(459-463)
IEEE DOI 1610
Boosting BibRef

Xu, Y.L.[Yu-Long], Wang, J.B.[Jia-Bao], Li, H.[Hang], Li, Y.[Yang], Miao, Z.[Zhuang], Zhang, Y.[Yafei],
Patch-based Scale Calculation for Real-time Visual Tracking,
SPLetters(23), No. 1, January 2016, pp. 40-44.
IEEE DOI 1601
correlation methods BibRef

Xu, Y.L.[Yu-Long], Miao, Z.[Zhuang], Wang, J.B.[Jia-Bao], Li, Y.[Yang], Li, H.[Hang], Zhang, Y.F.[Ya-Fei], Xu, W.[Weiguang], Pan, Z.[Zhisong],
Combining Color Features for Real-Time Correlation Tracking,
IEICE(E100-D), No. 1, January 2017, pp. 225-228.
WWW Link. 1701
BibRef

Zhou, Y.[Yu], Bai, X.[Xiang], Liu, W.Y.[Wen-Yu], Latecki, L.J.[Longin Jan],
Similarity Fusion for Visual Tracking,
IJCV(118), No. 3, July 2016, pp. 337-363.
Springer DOI 1608
BibRef

Ma, C.[Chao], Xu, Y.[Yi], Ni, B.B.[Bing-Bing], Yang, X.K.[Xiao-Kang],
When Correlation Filters Meet Convolutional Neural Networks for Visual Tracking,
SPLetters(23), No. 10, October 2016, pp. 1454-1458.
IEEE DOI 1610
adaptive filters BibRef

Kang, W.J.[Wen-Jing], Liu, G.L.[Gong-Liang], Jia, M.[Min],
Withdrawn: Adaptive correlation filters for robust object tracking,
PR(72), No. 1, 2017, pp. 484-493.
Elsevier DOI 1708
BibRef
And: Withdrawn - premature publication. PR(76), No. 1, 2018, pp. 763.
Elsevier DOI 1801
Adaptive correlation filter BibRef

Li, H., Wu, H., Zhang, H., Lin, S., Luo, X., Wang, R.,
Distortion-Aware Correlation Tracking,
IP(26), No. 11, November 2017, pp. 5421-5434.
IEEE DOI 1709
Context modeling, Correlation, Distortion, Target tracking, Training, distortion-aware, normed, correlation, response BibRef

Yao, R., Xia, S., Zhang, Z., Zhang, Y.,
Real-Time Correlation Filter Tracking by Efficient Dense Belief Propagation With Structure Preserving,
MultMed(19), No. 4, April 2017, pp. 772-784.
IEEE DOI 1704
Belief propagation BibRef

Kuai, Y.L.[Yang-Liu], Wen, G.J.[Gong-Jian], Li, D.D.[Dong-Dong],
Learning adaptively windowed correlation filters for robust tracking,
JVCIR(51), 2018, pp. 104-111.
Elsevier DOI 1802
Correlation filter, Target likelihood, Window adaptation BibRef

Kuai, Y.L.[Yang-Liu], Wen, G.J.[Gong-Jian], Li, D.D.[Dong-Dong],
Hyper-Siamese network for robust visual tracking,
SIViP(13), No. 1, February 2019, pp. 35-42.
WWW Link. 1901
BibRef

Li, D.D.[Dong-Dong], Wen, G.J.[Gong-Jian], Kuai, Y.L.[Yang-Liu], Hui, B.W.[Bing-Wei],
LCO: Lightweight Convolution Operators for fast tracking,
IVC(80), 2018, pp. 92-101.
Elsevier DOI 1812
Correlation filter, Feature compression, Spatial constraints BibRef

Kuai, Y.L.[Yang-Liu], Wen, G.J.[Gong-Jian], Li, D.D.[Dong-Dong],
When correlation filters meet fully-convolutional Siamese networks for distractor-aware tracking,
SP:IC(64), 2018, pp. 107-117.
Elsevier DOI 1804
BibRef
Earlier:
Hyper-Feature Based Tracking with the Fully-Convolutional Siamese Network,
DICTA17(1-7)
IEEE DOI 1804
Object tracking, Correlation filter, Siamese network, SiamFC, Similar category distractor. computer vision, convolution, feature extraction, image representation, image resolution, Visualization BibRef

Li, D.D.[Dong-Dong], Wen, G.J.[Gong-Jian], Kuai, Y.L.[Yang-Liu], Porikli, F.M.,
End-to-End Feature Integration for Correlation Filter Tracking With Channel Attention,
SPLetters(25), No. 12, December 2018, pp. 1815-1819.
IEEE DOI 1812
computer vision, convolution, correlation methods, feature extraction, feedforward neural nets, image filtering, channel attention BibRef

Chen, K.[Kai], Tao, W.B.[Wen-Bing],
Once for All: A Two-Flow Convolutional Neural Network for Visual Tracking,
CirSysVideo(28), No. 12, December 2018, pp. 3377-3386.
IEEE DOI 1812
Search problems, Target tracking, Feature extraction, Visualization, Training, Neural networks, Visual tracking, loss function BibRef

Ma, C.[Chao], Huang, J.B.[Jia-Bin], Yang, X.K.[Xiao-Kang], Yang, M.H.[Ming-Hsuan],
Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking,
IJCV(126), No. 8, August 2018, pp. 771-796.
Springer DOI 1807
BibRef

Ma, C.[Chao], Yang, X.K.[Xiao-Kang], Zhang, C.Y.[Chong-Yang], Yang, M.H.[Ming-Hsuan],
Long-term correlation tracking,
CVPR15(5388-5396)
IEEE DOI 1510
BibRef

Ma, C.[Chao], Huang, J.B., Yang, X.K.[Xiao-Kang], Yang, M.H.[Ming-Hsuan],
Robust Visual Tracking via Hierarchical Convolutional Features,
PAMI(41), No. 11, November 2019, pp. 2709-2723.
IEEE DOI 1910
BibRef
Earlier:
Hierarchical Convolutional Features for Visual Tracking,
ICCV15(3074-3082)
IEEE DOI 1602
Target tracking, Visualization, Correlation, Feature extraction, Semantics, Training, Estimation, visual tracking. Correlation BibRef

Peng, C., Liu, F., Yang, J., Kasabov, N.,
Densely Connected Discriminative Correlation Filters for Visual Tracking,
SPLetters(25), No. 7, July 2018, pp. 1019-1023.
IEEE DOI 1807
image representation, learning (artificial intelligence), object tracking, DCFs framework, data-specific target, visual tracking BibRef

Zhang, K.H.[Kai-Hua], Li, X.J.[Xue-Jun], Song, H.H.[Hui-Hui], Liu, Q.S.[Qing-Shan], Lian, W.[Wei],
Visual tracking using spatio-temporally nonlocally regularized correlation filter,
PR(83), 2018, pp. 185-195.
Elsevier DOI 1808
Visual tracking, Video segmentation, Nonlocal appearance learning, Graphical model, Optical flow BibRef

Du, F.[Fei], Liu, P.[Peng], Zhao, W.[Wei], Tang, X.L.[Xiang-Long],
Spatial-temporal adaptive feature weighted correlation filter for visual tracking,
SP:IC(67), 2018, pp. 58-70.
Elsevier DOI 1808
Spatial-temporal adaptation, Adaptive feature weights, Correlation filter tracking, Histogram model BibRef

Liu, P.[Peng], Liu, C.[Chang], Zhao, W.[Wei], Tang, X.L.[Xiang-Long],
Multi-level context-adaptive correlation tracking,
PR(87), 2019, pp. 216-225.
Elsevier DOI 1812
Visual tracking, Correlation filter, Context-adaptive tracker, Context pyramid BibRef

Hao, Z.H.[Zhao-Hui], Liu, G.[Guixi], Zhang, H.[Haoyang],
Correlation filter-based visual tracking via adaptive weighted CNN features fusion,
IET-IPR(12), No. 8, August 2018, pp. 1423-1431.
DOI Link 1808
BibRef

Zhang, H.Y.[Hao-Yang], Liu, G.[Guixi], Hao, Z.H.[Zhao-Hui],
Robust visual tracking via multi-feature response maps fusion using a collaborative local-global layer visual model,
JVCIR(56), 2018, pp. 1-14.
Elsevier DOI 1811
Collaborative visual model, Block color tracking, Correlation filter tracking, Response maps fusion, Online re-detection BibRef

Jiang, M.[Min], Shen, J.Y.[Jian-Yu], Kong, J.[Jun], Huo, H.T.[Hong-Tao],
Regularisation learning of correlation filters for robust visual tracking,
IET-IPR(12), No. 9, September 2018, pp. 1586-1594.
DOI Link 1809
BibRef

Kong, J.[Jun], Wang, B.X.[Ben-Xuan], Jiang, M.[Min],
Robust part-based visual tracking via adaptive collaborative modelling,
IET-IPR(13), No. 10, 22 August 2019, pp. 1648-1657.
DOI Link 1909
BibRef

Kong, J.[Jun], Ding, Y.[Yitao], Jiang, M.[Min], Li, S.[Sha],
Collaborative model tracking with robust occlusion handling,
IET-IPR(14), No. 9, 20 July 2020, pp. 1701-1709.
DOI Link 2007
BibRef

Baisa, N.L.[Nathanael L.], Bhowmik, D.[Deepayan], Wallace, A.[Andrew],
Long-term correlation tracking using multi-layer hybrid features in sparse and dense environments,
JVCIR(55), 2018, pp. 464-476.
Elsevier DOI 1809
Visual tracking, Correlation filter, CNN features, Hybrid features, Online learning, GM-PHD filter BibRef

Wang, Z.P.[Zhong-Pei], Wang, H.[Hao], Fang, B.[Baofu], Xie, C.J.[Cheng-Jun],
Support vector correlation filter with long-term tracking,
SIViP(12), No. 8, November 2018, pp. 1541-1549.
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Wang, X.[Xin], Hou, Z.Q.[Zhi-Qiang], Yu, W.S.[Wang-Sheng], Pu, L.[Lei], Jin, Z.F.[Ze-Fenfen], Qin, X.X.[Xian-Xiang],
Robust occlusion-aware part-based visual tracking with object scale adaptation,
PR(81), 2018, pp. 456-470.
Elsevier DOI 1806
Visual tracking, Correlation filters, Convolutional neural networks, Object occlusion, Online model update BibRef

Sui, Y.[Yao], Wang, G.H.[Guang-Hui], Zhang, L.[Li],
Correlation Filter Learning Toward Peak Strength for Visual Tracking,
Cyber(48), No. 4, April 2018, pp. 1290-1303.
IEEE DOI 1804
Correlation, Frequency-domain analysis, Robustness, Target tracking, Training, Visualization, Correlation filtering, visual tracking BibRef

Sui, Y.[Yao], Zhang, Z.M.[Zi-Ming], Wang, G.H.[Guang-Hui], Tang, Y.F.[Ya-Fei], Zhang, L.[Li],
Exploiting the Anisotropy of Correlation Filter Learning for Visual Tracking,
IJCV(127), No. 8, August 2019, pp. 1084-1105.
Springer DOI 1907
BibRef

Sui, Y.[Yao], Wang, G.H.[Guang-Hui], Zhang, L.[Li], Yang, M.H.[Ming-Hsuan],
Exploiting Spatial-Temporal Locality of Tracking via Structured Dictionary Learning,
IP(27), No. 3, March 2018, pp. 1282-1296.
IEEE DOI 1801
Correlation, Dictionaries, Machine learning, Target tracking, Video sequences, Visualization, Visual tracking, sparse representation BibRef

Sui, Y.[Yao], Tang, Y.F.[Ya-Fei], Zhang, L.[Li], Wang, G.H.[Guang-Hui],
Visual Tracking via Subspace Learning: A Discriminative Approach,
IJCV(126), No. 5, May 2018, pp. 515-536.
Springer DOI 1804
BibRef
Earlier: A1, A4, A2, A3:
Tracking Completion,
ECCV16(VIII: 194-209).
Springer DOI 1611
BibRef
Earlier: A1, A2, A3, Only:
Discriminative Low-Rank Tracking,
ICCV15(3002-3010)
IEEE DOI 1602
Computational modeling. Reliable extraction of object for tracking. BibRef

Sui, Y.[Yao], Zhang, Z.[Ziming], Wang, G.H.[Guang-Hui], Tang, Y.F.[Ya-Fei], Zhang, L.[Li],
Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning,
ECCV16(VIII: 662-678).
Springer DOI 1611
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Lukežic, A.[Alan], Vojír, T.[Tomáš], Zajc, L.C.[Luka Cehovin], Matas, J.G.[Jirí G.], Kristan, M.[Matej],
Discriminative Correlation Filter Tracker with Channel and Spatial Reliability,
IJCV(126), No. 7, July 2018, pp. 671-688.
Springer DOI 1806
BibRef
Earlier:
Discriminative Correlation Filter with Channel and Spatial Reliability,
CVPR17(4847-4856)
IEEE DOI 1711
Short-term tracking. Benchmark testing, Closed-form solutions, Correlation, Optimization, Reliability, Search problems, Standards BibRef

Zhou, Y., Han, J., Yang, F., Zhang, K., Hong, R.,
Efficient Correlation Tracking via Center-Biased Spatial Regularization,
IP(27), No. 12, December 2018, pp. 6159-6173.
IEEE DOI 1810
computational complexity, correlation methods, fast Fourier transforms, filtering theory, Gaussian processes, correlation filter BibRef

Zhang, K., Fan, J., Liu, Q., Yang, J., Lian, W.,
Parallel Attentive Correlation Tracking,
IP(28), No. 1, January 2019, pp. 479-491.
IEEE DOI 1810
Target tracking, Visualization, Correlation, Visual perception, Training, Feature extraction, Visual tracking, Boolean map, correlation filter BibRef

Wang, W.[Wei], Li, W.G.[Wei-Guang], Chen, Z.M.[Zhao-Ming], Shi, M.Q.[Ming-Quan],
Twofold Correlation Filtering for Tracking Integration,
IEICE(E101-D), No. 10, October 2018, pp. 2547-2550.
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Xue, X.Z.[Xi-Zhe], Li, Y.[Ying], Dong, H.[Hao], Shen, Q.A.[Qi-Ang],
Robust Correlation Tracking for UAV Videos via Feature Fusion and Saliency Proposals,
RS(10), No. 10, 2018, pp. xx-yy.
DOI Link 1811
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Zhang, W., Zhong, S., Xu, W., Wu, Y.,
Motion Correlation Discovery for Visual Tracking,
SPLetters(25), No. 11, November 2018, pp. 1720-1724.
IEEE DOI 1811
cameras, image resolution, motion estimation, object tracking, parameter estimation, probability, motion correlation discovery, Bayesian inference BibRef

Wang, S., Wang, D., Lu, H.,
Tracking With Static and Dynamic Structured Correlation Filters,
CirSysVideo(28), No. 10, October 2018, pp. 2861-2869.
IEEE DOI 1811
Target tracking, Correlation, Computational modeling, Robustness, Integrated circuit modeling, Convolution, Adaptation models, correlation filters BibRef

Wang, X., Hou, Z., Yu, W., Jin, Z., Zha, Y., Qin, X.,
Online Scale Adaptive Visual Tracking Based on Multilayer Convolutional Features,
Cyber(49), No. 1, January 2019, pp. 146-158.
IEEE DOI 1901
Target tracking, Visualization, Feature extraction, Estimation, Robustness, Nonhomogeneous media, Correlation, visual tracking BibRef

Li, T., Hlawatsch, F., Djuric, P.M.[Petar M.],
Cardinality-Consensus-Based PHD Filtering for Distributed Multitarget Tracking,
SPLetters(26), No. 1, January 2019, pp. 49-53.
IEEE DOI 1901
filtering theory, probability, target tracking, distributed multitarget tracking, PHD filter BibRef

Chen, K., Tao, W.,
Learning Linear Regression via Single-Convolutional Layer for Visual Object Tracking,
MultMed(21), No. 1, January 2019, pp. 86-97.
IEEE DOI 1901
Training, Predictive models, Visualization, Computational modeling, Correlation, Feature extraction, Robustness, Visual tracking, convolutional neural networks BibRef

Li, D.D.[Dong-Dong], Wen, G.J.[Gong-Jian], Kuai, Y.L.[Yang-Liu], Xiao, J.J.[Jing-Jing], Porikli, F.M.[Fatih M.],
Learning target-aware correlation filters for visual tracking,
JVCIR(58), 2019, pp. 149-159.
Elsevier DOI 1901
Correlation filter, Target likelihood map, Visual tracking BibRef

Cui, Z.[Zhen], Cai, Y.Y.[You-Yi], Zheng, W.M.[Wen-Ming], Xu, C.Y.[Chun-Yan], Yang, J.[Jian],
Spectral Filter Tracking,
IP(28), No. 5, May 2019, pp. 2479-2489.
IEEE DOI 1903
computer vision, eigenvalues and eigenfunctions, feature extraction, filtering theory, graph theory, graph convolution BibRef

Han, Y., Deng, C., Zhao, B., Zhao, B.,
Spatial-Temporal Context-Aware Tracking,
SPLetters(26), No. 3, March 2019, pp. 500-504.
IEEE DOI 1903
filtering theory, image representation, object tracking, target tracking, temporal constrain, DCF tracker, spatial-temporal constrain BibRef

Fu, C.H.[Chang-Hong], Lin, F.[Fuling], Li, Y.M.[Yi-Ming], Chen, G.[Guang],
Correlation Filter-Based Visual Tracking for UAV with Online Multi-Feature Learning,
RS(11), No. 5, 2019, pp. xx-yy.
DOI Link 1903
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Wang, W.[Wei], Chen, Z.[Zhaoming], Douadji, L.[Lyes], Shi, M.Q.[Ming-Quan],
Robust correlation filter tracking with deep semantic supervision,
IET-IPR(13), No. 5, 18 April 2019, pp. 754-760.
DOI Link 1904
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Raju, P.M.[Priya Mariam], Mishra, D.[Deepak], Gorthi, R.K.S.S.[Rama Krishna Sai S.],
Detection based long term tracking in correlation filter trackers,
PRL(122), 2019, pp. 79-85.
Elsevier DOI 1904
Visual object tracking, Detector based tracking, Correlation filters, Bag of visual words BibRef

Rout, L.[Litu], Mishra, D.[Deepak], Gorthi, R.K.S.S.[Rama Krishna Sai Subrahmanyam],
WAEF: Weighted Aggregation with Enhancement Filter for Visual Object Tracking,
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Springer DOI 1905
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Touil, D.E.[Djamel Eddine], Terki, N.[Nadjiba], Medouakh, S.[Saadia],
Hierarchical convolutional features for visual tracking via two combined color spaces with SVM classifier,
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Wang, F.[Fei], Liu, G.[Guixi], Zhang, H.[Haoyang], Hao, Z.H.[Zhao-Hui],
Robust long-term correlation tracking with multiple models,
IET-IPR(13), No. 7, 30 May 2019, pp. 1056-1065.
DOI Link 1906
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Sun, Z.J.[Zhuo-Jin], Wang, Y.[Yong], Laganičre, R.[Robert],
Hard negative mining for correlation filters in visual tracking,
MVA(30), No. 3, April 2019, pp. 487-506.
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Li, D.D.[Dong-Dong], Wen, G.J.[Gong-Jian], Kuai, Y.L.[Yang-Liu], Porikli, F.M.[Fatih M.],
Beyond Feature Integration: A Coarse-to-Fine Framework for Cascade Correlation Tracking,
MVA(30), No. 3, April 2019, pp. 519-528.
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Feng, W., Han, R., Guo, Q., Zhu, J., Wang, S.,
Dynamic Saliency-Aware Regularization for Correlation Filter-Based Object Tracking,
IP(28), No. 7, July 2019, pp. 3232-3245.
IEEE DOI 1906
filtering theory, image segmentation, object detection, object tracking, dynamic saliency-aware regularization, level-set optimization BibRef

Xu, T.Y.[Tian-Yang], Feng, Z.H.[Zhen-Hua], Wu, X.J.[Xiao-Jun], Kittler, J.V.[Josef V.],
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Object Tracking,
IP(28), No. 11, November 2019, pp. 5596-5609.
IEEE DOI 1909
Feature extraction, Visualization, Object tracking, Target tracking, Correlation, Manifolds, Adaptation models, temporal consistency BibRef

Xu, T.Y.[Tian-Yang], Feng, Z.H.[Zhen-Hua], Wu, X.J.[Xiao-Jun], Kittler, J.V.[Josef V.],
Learning Low-Rank and Sparse Discriminative Correlation Filters for Coarse-to-Fine Visual Object Tracking,
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IEEE DOI 2010
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Xu, T.Y.[Tian-Yang], Feng, Z.H.[Zhen-Hua], Wu, X.J.[Xiao-Jun], Kittler, J.V.[Josef V.],
Adaptive Channel Selection for Robust Visual Object Tracking with Discriminative Correlation Filters,
IJCV(129), No. 5, May 2021, pp. 1359-1375.
Springer DOI 2105
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Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking,
ICCV19(7949-7959)
IEEE DOI 2004
Code, Feature Selection.
WWW Link. Target tracking, Visualization, Correlation, Object tracking, Neural networks, Task analysis, Feature extraction, lasso regression. correlation methods, image filtering, image representation, learning (artificial intelligence), Redundancy BibRef

Xu, T.Y.[Tian-Yang], Feng, Z.H.[Zhen-Hua], Wu, X.J.[Xiao-Jun], Kittler, J.V.[Josef V.],
Adaptive Context-Aware Discriminative Correlation Filters for Robust Visual Object Tracking,
ICPR21(2514-2520)
IEEE DOI 2105
Visualization, Correlation, Heuristic algorithms, Benchmark testing, Information filters, Robustness, Pattern recognition BibRef

Xu, T.Y.[Tian-Yang], Wu, X.J.[Xiao-Jun], Kittler, J.V.[Josef V.],
Non-negative Subspace Representation Learning Scheme for Correlation Filter Based Tracking,
ICPR18(1888-1893)
IEEE DOI 1812
Target tracking, Correlation, Optimization, Visualization, Closed-form solutions, Frequency-domain analysis, Pattern recognition BibRef

Fazl-Ersi, E.[Ehsan], Nooghabi, M.K.[Masoud Kazemi],
Revisiting correlation-based filters for low-resolution and long-term visual tracking,
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Fan, B.J.[Bao-Jie], Chen, H.Z.[Hui-Zhi],
Context-aware long-term correlation tracking with hierarchical convolutional features,
PRL(127), 2019, pp. 110-118.
Elsevier DOI 1911
CNNs Features, Context information, Scale estimation, Redetection BibRef

Ji, Z.J.[Zhang-Jian], Feng, K.[Kai], Qian, Y.H.[Yu-Hua],
Part-based visual tracking via structural support correlation filter,
JVCIR(64), 2019, pp. 102602.
Elsevier DOI 1911
Object tracking, Support vector machines, Correlation filter, Structural learning, Temporal consistency, Scale estimation BibRef

Wang, C.L.[Cai-Ling], Xu, Y.C.[Ye-Chao], Liu, H.J.[Hua-Jun], Jing, X.Y.[Xiao-Yuan],
Learning correlation filters in independent feature channels for robust visual tracking,
PRL(127), 2019, pp. 94-102.
Elsevier DOI 1911
Visual tracking, Correlation filter, Multiple feature channels BibRef

Guo, Q.A.[Qi-Ang], Cao, X.F.[Xue-Fei], Zou, Q.L.[Qing-Long],
Scale estimation-based visual tracking with optimized convolutional activation features,
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Springer DOI 1911
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Zhao, Z.P.[Zuo-Peng], Zhang, H.D.[Hong-Da], Liu, Y.[Yi], Zhou, N.[Nana], Zheng, H.[Han], Sun, S.Y.[Shan-Yi], Li, X.M.[Xiao-Man], Xia, S.[Sili],
Prediction-Based Scale Adaptive Correlation Filter Tracker,
IEICE(E102-D), No. 11, November 2019, pp. 2267-2271.
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Kang, B.[Bin], Chen, G.W.[Gao-Wei], Zhou, Q.[Quan], Yan, J.[Jun], Lin, M.[Min],
Visual Tracking Via Multi-Layer Factorized Correlation Filter,
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IEEE DOI 2001
convolutional neural nets, filtering theory, image representation, image sequences, ADMM BibRef

Xuan, S., Li, S., Han, M., Wan, X., Xia, G.,
Object Tracking in Satellite Videos by Improved Correlation Filters With Motion Estimations,
GeoRS(58), No. 2, February 2020, pp. 1074-1086.
IEEE DOI 2001
Videos, Satellites, Correlation, Object tracking, Monitoring, Optical filters, Correlation filter, motion estimation (ME), satellite videos BibRef

Lu, X.H.[Xiao-Huan], Li, J.[Jing], He, Z.Y.[Zhen-Yu], Liu, W.[Wei], You, L.[Lei],
Visual object tracking via collaborative correlation filters,
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Yuan, D.[Di], Shu, X.[Xiu], He, Z.Y.[Zhen-Yu],
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JVCIR(72), 2020, pp. 102882.
Elsevier DOI 1806
Visual tracking, Correlation filters, BACF tracker, Temporal regularization, ADMM BibRef

Li, T., Liu, Z., Pan, Q.,
Distributed Bernoulli Filtering for Target Detection and Tracking Based on Arithmetic Average Fusion,
SPLetters(26), No. 12, December 2019, pp. 1812-1816.
IEEE DOI 2001
distributed parameter filters, Doppler shift, Gaussian processes, object detection, object tracking, sensor fusion, Doppler shift sensor network BibRef

Dai, K.[Kenan], Wang, D.[Dong], Lu, H.C.[Hu-Chuan], Sun, C.[Chong], Li, J.H.[Jian-Hua],
Visual Tracking via Adaptive Spatially-Regularized Correlation Filters,
CVPR19(4665-4674).
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Ma, H., Acton, S.T.[Scott T.], Lin, Z.,
SITUP: Scale Invariant Tracking Using Average Peak-to-Correlation Energy,
IP(29), 2020, pp. 3546-3557.
IEEE DOI 2002
Visual object tracking, discriminative correlation filter, scale estimation, average peak-to-correlation energy BibRef

Zhang, D.J.[De-Jun], Zhang, Z.[Zhao], Zou, L.[Lu], Xie, Z.Y.[Zhu-Yang], He, F.Z.[Fa-Zhi], Wu, Y.Q.[Yi-Qi], Tu, Z.G.[Zhi-Gang],
Part-based visual tracking with spatially regularized correlation filters,
VC(36), No. 3, March 2020, pp. 509-527.
Springer DOI 2002
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Chen, Z.[Zhi], Liu, P.Z.[Pei-Zhong], Du, Y.Z.[Yong-Zhao], Luo, Y.M.[Yan-Min], Guo, J.M.[Jing-Ming],
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Lan, X.Y.[Xiang-Yuan], Ye, M.[Mang], Zhang, S.P.[Sheng-Ping], Zhou, H.Y.[Hui-Yu], Yuen, P.C.[Pong C.],
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PRL(130), 2020, pp. 12-20.
Elsevier DOI 2002
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Xie, Y., Xiao, J., Huang, K., Thiyagalingam, J., Zhao, Y.,
Correlation Filter Selection for Visual Tracking Using Reinforcement Learning,
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IEEE DOI 2002
correlation methods, decision theory, filtering theory, learning (artificial intelligence), object tracking, deep learning BibRef

Sui, Y., Wang, G., Zhang, L.,
Joint Correlation Filtering for Visual Tracking,
CirSysVideo(30), No. 1, January 2020, pp. 167-178.
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correlation methods, image enhancement, image filtering, learning (artificial intelligence), target tracking, regression BibRef

Han, Z., Wang, P., Ye, Q.,
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CirSysVideo(30), No. 1, January 2020, pp. 155-166.
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convolutional neural nets, feature extraction, image classification, learning (artificial intelligence), discriminative fine-tuning BibRef

Li, D., Porikli, F.M.[Fatih M.], Wen, G., Kuai, Y.,
When Correlation Filters Meet Siamese Networks for Real-Time Complementary Tracking,
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Correlation, Target tracking, Real-time systems, Feature extraction, Visualization, Benchmark testing, complementary tracking BibRef

Ma, H., Lin, Z., Acton, S.T.,
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Average peak-to-correlation energy, correlation filter, principle component analysis, scale estimation, visual object tracking BibRef

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Correlation filters, parts-based, tracking, video, genetic algorithm BibRef

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Visual object tracking, Discriminative correlation filters, Accelerated optimisation, Alternating direction method of multipliers BibRef

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Correlation filter, incremental learning, rotation estimation, visual tracking BibRef

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Correlation filters, Visual tracking, Spatial regularization BibRef

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Springer DOI 2004
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Wang, N., Zhou, W., Song, Y., Ma, C., Li, H.,
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Correlation tracking, model transfer, knowledge distillation, real-time tracking BibRef

Wang, H.[Hao], Wang, Z.P.[Zhong-Pei], Fang, B.[Baofu], Bu, Y.Q.[Ying-Qiao],
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Visual tracking, Discriminative correlation filter, Instance-Transfer, Probability-Transfer BibRef

Xiao, Y.[Yafu], Li, J.[Jing], Du, B.[Bo], Wu, J.[Jia], Chang, J.[Jun], Zhang, W.[Wenfan],
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Correlation, Reliability, Target tracking, Feature extraction, Visualization, Channel estimation, Benchmark testing, visual tracking BibRef

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Target tracking, Training, Correlation, Visualization, Object tracking, Optimization, Benchmark testing, Object tracking, temporal variations BibRef

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Visual object tracking, Correlation filter, Spatio-temporal information, Radical changes BibRef

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Target tracking, Visualization, Correlation, Feature extraction, Collaboration, Convolutional neural networks, Optimization, joint learning BibRef

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Marine vehicles, Spatial-temporal similarity, correlation filter, visual object tracking BibRef

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Object tracking, Correlation filters, Adaptive spatial-temporal regularization, ADMM, Model updating BibRef

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Target tracking, Visualization, Correlation, Task analysis, Object tracking, Training, Deep learning, Object tracking, multi-task learning BibRef

Liao, J., Qi, C., Cao, J., Bian, H.,
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ICIP20(2051-2055)
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Correlation, Target tracking, Robustness, Bellows, Visualization, Benchmark testing, Correlation filter, Real-time, Context, tracking, ADMM BibRef

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Sparse Learning-Based Correlation Filter for Robust Tracking,
IP(30), 2021, pp. 878-891.
IEEE DOI 2012
Target tracking, Correlation, Feature extraction, Training, Object tracking, Standards, Computational complexity, context-aware correlation filtering BibRef

Tang, F., Ling, Q.,
Contour-Aware Long-Term Tracking With Reliable Re-Detection,
CirSysVideo(30), No. 12, December 2020, pp. 4739-4754.
IEEE DOI 2012
Target tracking, Reliability, Detectors, Correlation, Color, Estimation, Long-term tracking, correlation filter, re-detection, contour information BibRef

Chen, G., Pan, G., Zhou, Y., Kang, W., Hou, J., Deng, F.,
Correlation Filter Tracking via Distractor-Aware Learning and Multi-Anchor Detection,
CirSysVideo(30), No. 12, December 2020, pp. 4810-4822.
IEEE DOI 2012
Target tracking, Correlation, Proposals, Training, Testing, Standards, Correlation filter tracking, online learning, target proposal BibRef

Yuan, D., Chang, X., Huang, P.Y., Liu, Q., He, Z.,
Self-Supervised Deep Correlation Tracking,
IP(30), 2021, pp. 976-985.
IEEE DOI 2012
Target tracking, Feature extraction, Training, Correlation, Trajectory, Task analysis, Time series analysis, Visual tracking, multi-cycle consistency loss BibRef

Zhang, S.L.[Shun-Li], Yu, X.[Xin], Sui, Y.[Yao], Zhao, S.C.[Si-Cong], Zhang, L.[Li],
Object Tracking With Multi-View Support Vector Machines,
MultMed(17), No. 3, March 2015, pp. 265-278.
IEEE DOI 1502
Accuracy BibRef

Zhang, S.L.[Shun-Li], Sui, Y.[Yao], Yu, X.[Xin], Zhao, S.C.[Si-Cong], Zhang, L.[Li],
Hybrid support vector machines for robust object tracking,
PR(48), No. 8, 2015, pp. 2474-2488.
Elsevier DOI 1505
Object tracking BibRef

Zhang, S.L.[Shun-Li], Zhao, S.C.[Si-Cong], Sui, Y.[Yao], Zhang, L.[Li],
Single Object Tracking With Fuzzy Least Squares Support Vector Machine,
IP(24), No. 12, December 2015, pp. 5723-5738.
IEEE DOI 1512
computer vision BibRef

Sui, Y.[Yao], Zhao, X.L.[Xiao-Lin], Zhang, S.L.[Shun-Li], Yu, X.[Xin], Zhao, S.C.[Si-Cong], Zhang, L.[Li],
Self-expressive tracking,
PR(48), No. 9, 2015, pp. 2872-2884.
Elsevier DOI 1506
Visual tracking BibRef

Zhang, S.L.[Shun-Li], Sui, Y.[Yao], Zhao, S.C.[Si-Cong], Zhang, L.[Li],
Graph-Regularized Structured Support Vector Machine for Object Tracking,
CirSysVideo(27), No. 6, June 2017, pp. 1249-1262.
IEEE DOI 1706
Geometry, Laplace equations, Manifolds, Robustness, Support vector machines, Target tracking, Training, Laplacian graph, manifold learning, object tracking, structured learning, support, vector, machine, (SVM) BibRef

Zhang, S.L.[Shun-Li], Lu, W.[Wei], Xing, W.W.[Wei-Wei], Zhang, L.[Li],
Using fuzzy least squares support vector machine with metric learning for object tracking,
PR(84), 2018, pp. 112-125.
Elsevier DOI 1809
Object tracking, Metric learning, Fuzzy least squares support vector machine with metric learning(FLS-SVM-ML) BibRef

Zhang, S.L.[Shun-Li], Zhang, L.[Li], Hauptmann, A.G.[Alexander G.],
Fuzzy Least Squares Support Vector Machine With Adaptive Membership for Object Tracking,
MultMed(22), No. 8, August 2020, pp. 1998-2011.
IEEE DOI 2007
Target tracking, Adaptation models, Correlation, Support vector machines, Deep learning, Feature extraction, fuzzy least squares support vector machine BibRef

Wang, Y.[Yong], Wei, X.[Xian], Shen, H.[Hao], Tang, X.[Xuan], Yu, H.[Hui],
Adaptive model updating for robust object tracking,
SP:IC(80), 2020, pp. 115656.
Elsevier DOI 1912
Hierarchical convolutional feature, Correlation filter, Object tracking, Adaptive model updating BibRef

Liang, Y.J.[Yan-Jie], Liu, Y.[Yi], Yan, Y.[Yan], Zhang, L.M.[Li-Ming], Wang, H.Z.[Han-Zi],
Robust visual tracking via spatio-temporal adaptive and channel selective correlation filters,
PR(112), 2021, pp. 107738.
Elsevier DOI 2102
Visual tracking, Correlation filter, Filter compression, Elastic net regression, Filter transformation BibRef

Liu, Q.Y.[Qiao-Yuan], Ren, J.C.[Jin-Chang], Wang, Y.[Yuru], Wu, Y.[Yuanbo], Sun, H.J.[Hai-Jiang], Zhao, H.[Huimin],
EACOFT: An energy-aware correlation filter for visual tracking,
PR(112), 2021, pp. 107766.
Elsevier DOI 2102
Visual tracking, Energy-aware correlation filter (EACOFT), Enhanced feature, Top-down and bottom-up strategy BibRef

Zhu, X.F., Wu, X.J., Xu, T., Feng, Z.H., Kittler, J.V.[Josef V.],
Complementary Discriminative Correlation Filters Based on Collaborative Representation for Visual Object Tracking,
CirSysVideo(31), No. 2, February 2021, pp. 557-568.
IEEE DOI 2102
Feature extraction, Target tracking, Visualization, Collaboration, Adaptation models, Robustness, Object tracking, collaborative representation BibRef

Romero-Ramirez, F.J.[Francisco J.], Muńoz-Salinas, R.[Rafael], Medina-Carnicer, R.[Rafael],
Tracking fiducial markers with discriminative correlation filters,
IVC(107), 2021, pp. 104094.
Elsevier DOI 2103
Discriminative correlation filter, Squared fiducial markers, Marker mapping SLAM BibRef

Dong, X.P.[Xing-Ping], Shen, J.B.[Jian-Bing], Wang, W.G.[Wen-Guan], Shao, L.[Ling], Ling, H.B.[Hai-Bin], Porikli, F.M.[Fatih M.],
Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in Tracking,
PAMI(43), No. 5, May 2021, pp. 1515-1529.
IEEE DOI 2104
Heuristic algorithms, Learning (artificial intelligence), Object tracking, Training, Visualization, Optimization methods, visual object tracking BibRef

Dong, X.P.[Xing-Ping], Shen, J.B.[Jian-Bing], Wang, W.G.[Wen-Guan], Liu, Y., Shao, L.[Ling], Porikli, F.M.[Fatih M.],
Hyperparameter Optimization for Tracking with Continuous Deep Q-Learning,
CVPR18(518-527)
IEEE DOI 1812
Optimization, Task analysis, Correlation, Acceleration, Object tracking, Heating systems BibRef

Leibovich, M.[Matan], Papanicolaou, G.[George], Tsogka, C.[Chrysoula],
Correlation Based Imaging for Rotating Satellites,
SIIMS(14), No. 1, 2021, pp. 271-303.
DOI Link 2104
Tracking. BibRef

Robeson, B.[Brendan], Javanmardi, M.[Mohammadreza], Qi, X.J.[Xiao-Jun],
Object tracking using temporally matching filters,
IET-CV(15), No. 4, 2021, pp. 245-257.
DOI Link 2106
BibRef

Zhao, J.W.[Jian-Wei], Li, Y.X.[Yang-Xiao], Zhou, Z.H.[Zheng-Hua],
Learning adaptive spatial-temporal regularized correlation filters for visual tracking,
IET-IPR(15), No. 8, 2021, pp. 1773-1785.
DOI Link 2106
BibRef

Raju, P.M.[Priya Mariam], Mishra, D.[Deepak], Mukherjee, P.[Prerana],
DA-SACOT: Domain adaptive-segmentation guided attention for correlation based object tracking,
IVC(112), 2021, pp. 104215.
Elsevier DOI 2107
Visual object tracking, Object segmentation, Online learning, Domain adaptation, Correlation filter based tracker BibRef

Liao, J.[Jiawen], Qi, C.[Chun], Cao, J.Z.[Jian-Zhong],
Temporal Constraint Background-Aware Correlation Filter With Saliency Map,
MultMed(23), 2021, pp. 3346-3361.
IEEE DOI 2109
Target tracking, Correlation, Robustness, Adaptation models, Strain, Computational modeling, Deformable models, Correlation filter, temporal constraint BibRef

Tai, Y.[Yuan], Tan, Y.H.[Yi-Hua], Xiong, S.Z.[Sheng-Zhou], Tian, J.W.[Jin-Wen],
Subspace reconstruction based correlation filter for object tracking,
CVIU(212), 2021, pp. 103272.
Elsevier DOI 2110
Correlation filter, Subspace learning, Subspace reconstruction, Visual tracking BibRef

Zhang, F.[Fei], Ma, S.P.[Shi-Ping], Yu, L.X.[Li-Xin], Zhang, Y.[Yule], Qiu, Z.L.[Zhu-Ling], Li, Z.Y.[Zhen-Yu],
Learning Future-Aware Correlation Filters for Efficient UAV Tracking,
RS(13), No. 20, 2021, pp. xx-yy.
DOI Link 2110
BibRef

Bouraffa, T.[Tayssir], Yan, L.P.[Li-Ping], Feng, Z.[Zihang], Xiao, B.[Bo], Wu, Q.M.J.[Q. M. Jonathan], Xia, Y.Q.[Yuan-Qing],
Context-Aware Correlation Filter Learning Toward Peak Strength for Visual Tracking,
Cyber(51), No. 10, October 2021, pp. 5105-5115.
IEEE DOI 2110
Target tracking, Visualization, Correlation, Training, Robustness, Adaptation models, Context information, correlation filtering, visual tracking BibRef

Guan, M.Y.[Ming-Yang], Wen, C.Y.[Chang-Yun],
Adaptive Multi-Feature Reliability Re-Determinative Correlation Filter for Visual Tracking,
MultMed(23), 2021, pp. 3841-3852.
IEEE DOI 2110
Target tracking, Reliability, Visualization, Adaptation models, Numerical models, Computational modeling, Hidden Markov models, visual tracking BibRef


Jain, M.[Monika], Subramanyam, A.V.[A V], Denman, S.[Simon], Sridharan, S.[Sridha], Fookes, C.[Clinton],
IGSSTRCF: Importance Guided Sparse Spatio-Temporal Regularized Correlation Filters For Tracking,
WACV21(2774-2783)
IEEE DOI 2106
Training, Adaptation models, Correlation, Channel estimation, Estimation, Information filters BibRef

Jiang, S.[Shan], Li, S.[Shuxiao], Zhu, C.[Chengfei], Yan, N.[Nan],
Efficient correlation filter tracking with adaptive training sample update scheme,
ICPR21(549-555)
IEEE DOI 2105
Training, Visualization, Target tracking, Correlation, Color, Filtering algorithms, Robustness, visual tracking, model update BibRef

Francis, M.[Mathew], Guha, P.[Prithwijit],
Siamese Fully Convolutional Tracker with Motion Correction,
ICPR21(2218-2225)
IEEE DOI 2105
Visualization, Tracking, Estimation, Pattern recognition, Optical flow BibRef

Xu, L.B.[Li-Bin], Li, Q.L.[Qi-Lei], Jiang, J.[Jun], Zou, G.F.[Guo-Feng], Liu, Z.[Zheng], Gao, M.L.[Ming-Liang],
Adaptive Spatio-temporal Regularized Correlation Filters for UAV-based Tracking,
ACCV20(II:391-404).
Springer DOI 2103
BibRef

Zgaren, A.[Ahmed], Bouachir, W.[Wassim], Ksantini, R.[Riadh],
Coarse-to-fine Object Tracking Using Deep Features and Correlation Filters,
ISVC20(I:517-529).
Springer DOI 2103
BibRef

Wang, L., Liu, T., Wang, B., Lin, J., Yang, X., Wang, G.,
Object Tracking Via ImageNet Classification Scores,
ICIP20(2101-2105)
IEEE DOI 2011
Target tracking, Estimation, Feature extraction, Object tracking, Correlation, Indexes, Object tracking, correlation filter BibRef

Lee, H., Kim, D.,
Fusion of Saliency Map and Deep Feature-Based Correlation Filter for Enhancing Tracking Performances,
ICIP20(2091-2095)
IEEE DOI 2011
Target tracking, Correlation, Shape, Color, Image color analysis, Robustness, Feature extraction, Visual Tracking, Ensemble Method, Deep Feature BibRef

Wang, C., Xu, C., Cui, Z., Zhou, L., Zhang, T., Zhang, X., Yang, J.,
Cross-Modal Pattern-Propagation for RGB-T Tracking,
CVPR20(7062-7071)
IEEE DOI 2008
Correlation, Object tracking, Target tracking, Feature extraction, Visualization, Convolution, Bridges BibRef

Zheng, L.Y.[Lin-Yu], Tang, M.[Ming], Chen, Y.Y.[Ying-Ying], Wang, J.Q.[Jin-Qiao], Lu, H.Q.[Han-Qing],
Fast-deepKCF Without Boundary Effect,
ICCV19(4019-4028)
IEEE DOI 2004
fast Fourier transforms, feature extraction, image filtering, object detection, object tracking, target tracking, Feature extraction BibRef

She, Y.[Ying], Yi, Y.[Yang],
Learning Multi-feature Based Spatially Regularized and Scale Adaptive Correlation Filters for Visual Tracking,
MMMod20(I:480-491).
Springer DOI 2003
BibRef

Zhao, H.J.[Hao-Jie], Yang, G.[Gang], Wang, D.[Dong], Lu, H.C.[Hu-Chuan],
Lightweight Deep Neural Network for Real-Time Visual Tracking with Mutual Learning,
ICIP19(3063-3067)
IEEE DOI 1910
Visual tracking, correlation filter, mutual learning, lightweight deep neural network BibRef

Zhang, Y.H.[Yun-Hua], Wang, L.J.[Li-Jun], Qi, J.Q.[Jin-Qing], Wang, D.[Dong], Feng, M.Y.[Meng-Yang], Lu, H.C.[Hu-Chuan],
Structured Siamese Network for Real-Time Visual Tracking,
ECCV18(IX: 355-370).
Springer DOI 1810
BibRef

Kart, U.[Ugur], Lukezic, A.[Alan], Kristan, M.[Matej], Kamarainen, J.K.[Joni-Kristian], Matas, J.[Jiri],
Object Tracking by Reconstruction With View-Specific Discriminative Correlation Filters,
CVPR19(1339-1348).
IEEE DOI 2002
BibRef

Sun, Y.X.[Yu-Xuan], Sun, C.[Chong], Wang, D.[Dong], He, Y.[You], Lu, H.C.[Hu-Chuan],
ROI Pooled Correlation Filters for Visual Tracking,
CVPR19(5776-5784).
IEEE DOI 2002
BibRef

Gao, J.Y.[Jun-Yu], Zhang, T.Z.[Tian-Zhu], Xu, C.S.[Chang-Sheng],
Graph Convolutional Tracking,
CVPR19(4644-4654).
IEEE DOI 2002
BibRef

Zhang, Y., Gao, X., Chen, Z., Zhong, H.,
Learning Correlation Filter With Detection Response For Visual Tracking,
ICIP19(3990-3994)
IEEE DOI 1910
correlation filter, visual object tracking, label managing, detection response BibRef

Gu, Y., Gu, K., Qiao, Y., Niu, X., Xu, K., Fang, X., Yang, J.,
Boosting Correlation Filter Based Tracking Using Multi Convolutional Features,
ICIP19(3965-3969)
IEEE DOI 1910
Object tracking, correlation filter, deep convolutional feature, boosting learning BibRef

Li, Z., Xiang, X., Nai, K., Jiang, S.,
A Spatial-Aware Tracker,
ICIP19(4015-4019)
IEEE DOI 1910
Visual tracking, siamese network, correlation filter, fast motion, model drift BibRef

Lukežic, A.[Alan], Zajc, L.C.[Luka Cehovin], Vojír, T.[Tomáš], Matas, J.G.[Jirí G.], Kristan, M.[Matej],
FuCoLoT: A Fully-Correlational Long-Term Tracker,
ACCV18(II:595-611).
Springer DOI 1906
BibRef

Johnander, J.[Joakim], Bhat, G.[Goutam], Danelljan, M.[Martin], Khan, F.S.[Fahad Shahbaz], Felsberg, M.[Michael],
On the Optimization of Advanced DCF-Trackers,
VOT18(I:54-69).
Springer DOI 1905
DCF: discriminative correlation filters BibRef

Ma, Y.P.[Yi-Peng], Yuan, C.[Chun], Gao, P.[Peng], Wang, F.[Fei],
Efficient Multi-level Correlating for Visual Tracking,
ACCV18(V:452-465).
Springer DOI 1906
BibRef

Gao, P.[Peng], Ma, Y.P.[Yi-Peng], Song, K.[Ke], Li, C.[Chao], Wang, F.[Fei], Xiao, L.Y.[Li-Yi],
Large Margin Structured Convolution Operator for Thermal Infrared Object Tracking,
ICPR18(2380-2385)
IEEE DOI 1812
Target tracking, Object tracking, Feature extraction, Correlation, Training, Convolution BibRef

Kart, U., Kämäräinen, J.K.[Joni-Kristian], Matas, J.G.[Jiri G.], Fan, L., Cricri, F.,
Depth Masked Discriminative Correlation Filter,
ICPR18(2112-2117)
IEEE DOI 1812
Target tracking, Correlation, Object tracking, Benchmark testing, Information filtering BibRef

Qie, C., Guo, G., Yan, Y., Zhang, L., Wang, H.,
Improved Correlation Filter Tracking with Hard Negative Mining,
ICPR18(1646-1651)
IEEE DOI 1812
Target tracking, Training, Clustering algorithms, Correlation, Discrete Fourier transforms, Redundancy, Frequency-domain analysis BibRef

Li, D., Wen, G., Kuai, Y.,
A Rigorous Solution for Closed-form Correlation Filter Tracking,
ICPR18(1652-1657)
IEEE DOI 1812
Correlation, Tracking, Benchmark testing, Standards, Mathematical model, Training, Estimation BibRef

Wang, N., Zhou, W., Tian, Q., Hong, R., Wang, M., Li, H.,
Multi-cue Correlation Filters for Robust Visual Tracking,
CVPR18(4844-4853)
IEEE DOI 1812
Target tracking, Correlation, Training, Visualization, Feature extraction, Robustness BibRef

Zhu, Z., Wu, W., Zou, W., Yan, J.,
End-to-End Flow Correlation Tracking with Spatial-Temporal Attention,
CVPR18(548-557)
IEEE DOI 1812
Feature extraction, Correlation, Target tracking, Training, Visualization, Strain BibRef

Sun, C., Wang, D., Lu, H., Yang, M.,
Correlation Tracking via Joint Discrimination and Reliability Learning,
CVPR18(489-497)
IEEE DOI 1812
Reliability, Correlation, Target tracking, Optimization, Visualization, Training, Task analysis BibRef

Ren, L.L.[Liang-Liang], Yuan, X.[Xin], Lu, J.W.[Ji-Wen], Yang, M.[Ming], Zhou, J.[Jie],
Deep Reinforcement Learning with Iterative Shift for Visual Tracking,
ECCV18(IX: 697-713).
Springer DOI 1810
BibRef

Yao, Y.J.[Ying-Jie], Wu, X.H.[Xiao-He], Zhang, L.[Lei], Shan, S.G.[Shi-Guang], Zuo, W.M.[Wang-Meng],
Joint Representation and Truncated Inference Learning for Correlation Filter Based Tracking,
ECCV18(IX: 560-575).
Springer DOI 1810
BibRef

Wang, Q.A.[Qi-Ang], Teng, Z., Xing, J.L.[Jun-Liang], Gao, J.[Jin], Hu, W.M.[Wei-Ming], Maybank, S.J.[Steve J.],
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking,
CVPR18(4854-4863)
IEEE DOI 1812
Target tracking, Correlation, Feature extraction, Training, Adaptation models, Visualization, Object tracking BibRef

Zhang, M.D.[Meng-Dan], Wang, Q.A.[Qi-Ang], Xing, J.L.[Jun-Liang], Gao, J.[Jin], Peng, P.X.[Pei-Xi], Hu, W.M.[Wei-Ming], Maybank, S.J.[Steve J.],
Visual Tracking via Spatially Aligned Correlation Filters Network,
ECCV18(III: 484-500).
Springer DOI 1810
BibRef

Cen, M., Jung, C.,
Fully Convolutional Siamese Fusion Networks for Object Tracking,
ICIP18(3718-3722)
IEEE DOI 1809
Target tracking, Object tracking, Correlation, Semantics, Training, Fuses, Object tracking, convolutional neural networks, siamese networks BibRef

Chen, S.[Sheng], Liu, B.[Bin], Chen, C.W.[Chang Wen],
A Structural Coupled-Layer Tracking Method Based on Correlation Filters,
MMMod17(I: 65-76).
Springer DOI 1701
BibRef

Huo, Y., Wang, Y., Yan, X., Dai, K.,
Soft Mask Correlation Filter for Visual Object Tracking,
ICIP18(2705-2709)
IEEE DOI 1809
Correlation, Target tracking, Agriculture, Training, Visualization, Object tracking, Benchmark testing, soft mask, correlation filter, boundary effects BibRef

Liu, G.G.[Guan-Gen], Liu, G.Z.[Gui-Zhong],
Integrating Multi-Level Convolutional Features for Correlation Filter Tracking,
ICIP18(3029-3033)
IEEE DOI 1809
Feature extraction, Target tracking, Manganese, Visualization, Correlation, Training, Filtering algorithms, correlation filters, visual tracking BibRef

Lin, Z., Yuan, C.,
Robust Visual Tracking in Low-Resolution Sequence,
ICIP18(4103-4107)
IEEE DOI 1809
Target tracking, Image resolution, Visualization, Image reconstruction, Feature extraction, Correlation, correlation filter BibRef

Qin, H., Pi, Z., Yu, C., Gaol, C., Yu, J., Sang, N.,
Spatially Attentive Correlation Filters for Visual Tracking,
ICIP18(2695-2699)
IEEE DOI 1809
Target tracking, Correlation, Adaptation models, Color, Training, Mathematical model, Visual Tracking, Correlation Filter, Adaptive Feature Fusion BibRef

Liu, C.H.[Chang-Hong], Yao, X.[Xuwen], Zhu, Z.H.[Zhi-Hong], Peng, S.H.[Shao-Hu], Zheng, W.P.[Wei-Ping],
A robust tracking method based on the correlation filter and correcting strategy,
ICIVC17(698-702)
IEEE DOI 1708
Binary codes, Collaboration, Computational modeling, Detectors, Monitoring, Probability, Robustness, KCF, TLD, correcting capability, visual, tracking BibRef

Zhu, Z., Huang, G., Zou, W., Du, D., Huang, C.,
UCT: Learning Unified Convolutional Networks for Real-Time Visual Tracking,
VOT17(1973-1982)
IEEE DOI 1802
Convolution, Feature extraction, Real-time systems, Target tracking, Training, Visualization BibRef

Mueller, M.[Matthias], Smith, N.[Neil], Ghanem, B.[Bernard],
Context-Aware Correlation Filter Tracking,
CVPR17(1387-1395)
IEEE DOI 1711
BibRef
Earlier:
A Benchmark and Simulator for UAV Tracking,
ECCV16(I: 445-461).
Springer DOI 1611
Benchmark testing, Closed-form solutions, Correlation, Kernel, Target tracking. BibRef

Hu, Q.Y.[Qing-Yong], Guo, Y.L.[Yu-Lan], Lin, Z.P.[Zai-Ping], An, W.[Wei], Cheng, H.W.[Hong-Wei],
Robust and Real-Time Object Tracking Using Scale-Adaptive Correlation Filters,
DICTA16(1-8)
IEEE DOI 1701
Benchmark testing BibRef

He, Z., Fan, Y., Zhuang, J., Dong, Y., Bai, H.,
Correlation Filters with Weighted Convolution Responses,
VOT17(1992-2000)
IEEE DOI 1802
Convolution, Correlation, Feature extraction, Object tracking, Robustness, Target tracking, Visualization BibRef

Li, F., Yao, Y., Li, P., Zhang, D., Zuo, W., Yang, M.H.,
Integrating Boundary and Center Correlation Filters for Visual Tracking with Aspect Ratio Variation,
VOT17(2001-2009)
IEEE DOI 1802
Correlation, Estimation, Robustness, Standards, Target tracking, Visualization BibRef

Yang, T.[Tianyu], Chan, A.B.[Antoni B.],
Learning Dynamic Memory Networks for Object Tracking,
ECCV18(IX: 153-169).
Springer DOI 1810
BibRef
Earlier:
Recurrent Filter Learning for Visual Tracking,
VOT17(2010-2019)
IEEE DOI 1802
Computer architecture, Dogs, Feature extraction, Search problems, Target tracking, Training, Visualization BibRef

Liu, S.[Si], Zhang, T.Z.[Tian-Zhu], Cao, X.C.[Xiao-Chun], Xu, C.S.[Chang-Sheng],
Structural Correlation Filter for Robust Visual Tracking,
CVPR16(4312-4320)
IEEE DOI 1612
BibRef

Bibi, A.[Adel], Zhang, T., Ghanem, B.[Bernard],
3D Part-Based Sparse Tracker with Automatic Synchronization and Registration,
CVPR16(1439-1448)
IEEE DOI 1612
BibRef

Choi, J.W.[Jong-Won], Chang, H.J.[Hyung Jin], Yun, S.[Sangdoo], Fischer, T.[Tobias], Demiris, Y.[Yiannis], Choi, J.Y.[Jin Young],
Attentional Correlation Filter Network for Adaptive Visual Tracking,
CVPR17(4828-4837)
IEEE DOI 1711
Correlation, Kernel, Machine learning, Real-time systems, Robustness, Target tracking, Visualization BibRef

Yun, S.M.[Seok-Min], Na, J.H.[Jin-Hee], Kang, W.S.[Woo-Sung], Choi, J.Y.[Jin-Young],
Hierarchical estimation for adaptive visual tracking,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Li, Z.[Zheng], Yang, J.F.[Jian-Fei], Zha, J.[Juan], Wang, C.D.[Chang-Dong], Zheng, W.S.[Wei-Shi],
Online visual tracking via correlation filter with convolutional networks,
VCIP16(1-4)
IEEE DOI 1701
Computational modeling BibRef

Bertinetto, L.[Luca], Valmadre, J.[Jack], Golodetz, S.[Stuart], Miksik, O.[Ondrej], Torr, P.H.S.[Philip H. S.],
Staple: Complementary Learners for Real-Time Tracking,
CVPR16(1401-1409)
IEEE DOI 1612
BibRef

Valmadre, J.[Jack], Bertinetto, L.[Luca], Henriques, J.F.[Joăo F.], Vedaldi, A.[Andrea], Torr, P.H.S.[Philip H. S.],
End-to-End Representation Learning for Correlation Filter Based Tracking,
CVPR17(5000-5008)
IEEE DOI 1711
BibRef
Earlier: A2, A1, A3, A4, A5:
Fully-Convolutional Siamese Networks for Object Tracking,
VOT16(II: 850-865).
Springer DOI 1611
Computer architecture, Correlation, Filtering algorithms, Object tracking, Optimization, Target tracking, Training BibRef

Han, Y., Deng, C., Zhang, Z., Li, J., Zhao, B.,
Adaptive feature representation for visual tracking,
ICIP17(1867-1870)
IEEE DOI 1803
Indexes, ADMM, Visual tracking, correlation filter, multi-feature templates BibRef

Li, Y.[Yan], Liu, G.Z.[Gui-Zhong],
Learning a scale-and-rotation correlation filter for robust visual tracking,
ICIP16(454-458)
IEEE DOI 1610
Correlation BibRef

Dong, Y., Yang, M., Pei, M.,
Visual tracking with sparse correlation filters,
ICIP16(439-443)
IEEE DOI 1610
Benchmark testing BibRef

Bello, J.C.F., Havlicek, J.P.[Joseph P.],
A state vector augmentation technique for incorporating indirect velocity information into the likelihood function of the sir video target tracking filter,
Southwest16(109-112)
IEEE DOI 1605
Atmospheric measurements BibRef

Park, S.H., Lee, K., Yoon, K.J.,
Robust online multiple object tracking based on the confidence-based relative motion network and correlation filter,
ICIP16(3484-3488)
IEEE DOI 1610
Cameras BibRef

Choi, J.W.[Jong-Won], Chang, H.J.[Hyung Jin], Fischer, T., Yun, S., Lee, K., Jeong, J.Y.[Ji-Yeoup], Demiris, Y.[Yiannis], Choi, J.Y.[Jin Young],
Context-Aware Deep Feature Compression for High-Speed Visual Tracking,
CVPR18(479-488)
IEEE DOI 1812
Target tracking, Correlation, Real-time systems, Convolutional codes, Training, Noise reduction BibRef

Choi, J.W.[Jong-Won], Chang, H.J.[Hyung Jin], Jeong, J.Y.[Ji-Yeoup], Demiris, Y.[Yiannis], Choi, J.Y.[Jin Young],
Visual Tracking Using Attention-Modulated Disintegration and Integration,
CVPR16(4321-4330)
IEEE DOI 1612
BibRef

Ma, C.[Chao], Yang, X.K.[Xiao-Kang], Zhang, C.Y.[Chong-Yang], Yang, M.H.[Ming-Hsuan],
Learning a temporally invariant representation for visual tracking,
ICIP15(857-861)
IEEE DOI 1512
correlation filters BibRef

Krieger, E.[Evan], Sidike, P.[Paheding], Aspiras, T.[Theus], Asari, V.K.[Vijayan K.],
Directional ringlet intensity feature transform for tracking,
ICIP15(3871-3875)
IEEE DOI 1512
Gaussian ringlet BibRef

Zhang, M.D.[Meng-Dan], Xing, J.L.[Jun-Liang], Gao, J.[Jin], Shi, X., Wang, Q., Hu, W.M.[Wei-Ming],
Joint Scale-Spatial Correlation Tracking with Adaptive Rotation Estimation,
VOT15(595-603)
IEEE DOI 1602
BibRef

Zhang, M.D.[Meng-Dan], Xing, J.L.[Jun-Liang], Gao, J.[Jin], Hu, W.M.[Wei-Ming],
Robust visual tracking using joint scale-spatial correlation filters,
ICIP15(1468-1472)
IEEE DOI 1512
Fast Fourier Transform (FFT) BibRef

Liu, T.[Ting], Wang, G.[Gang], Yang, Q.X.[Qing-Xiong],
Real-time part-based visual tracking via adaptive correlation filters,
CVPR15(4902-4912)
IEEE DOI 1510
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Díaz-Ramírez, V.H.[Víctor Hugo], Picos, K.[Kenia], Kober, V.[Vitaly],
Object Tracking in Nonuniform Illumination Using Space-Variant Correlation Filters,
CIARP13(II:455-462).
Springer DOI 1311
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Li, J., Hong, Z., Zhao, B.,
Robust Visual Tracking by Exploiting the Historical Tracker Snapshots,
VOT15(604-612)
IEEE DOI 1602
Correlation BibRef

Curetti, M.[María], Bravo, S.G.[Santiago Garcia], Arri, G.S.[Gabriela Soledad], Mathé, L.[Ladislao],
Fast Tracking Algorithm with Borders 1-D Histogram Correlation,
CIARP12(615-623).
Springer DOI 1209
BibRef

Caulfield, D.[Darren], Dawson-Howe, K.M.[Kenneth M.],
Track validation using gradient-based normalised cross-correlation,
BMVC11(xx-yy).
HTML Version. 1110
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Luo, F.T.[Fei-Teng], Wang, D.J.[Dong-Jin], Chen, W.D.[Wei-Dong],
Cramer-Rao Low Bound of Radar Tracking by Exploiting the Correlativities of Multi-Dimension Resolution Cells,
CISP09(1-4).
IEEE DOI 0910
BibRef

Heyman, T.[Tom], Spruyt, V.[Vincent], Grunwedel, S.[Sebastian], Ledda, A.[Alessandro], Philips, W.[Wilfried],
A Canonical Correlation Analysis based motion model for probabilistic visual tracking,
VCIP12(1-6).
IEEE DOI 1302
BibRef

Petrovic, N.[Nemanja], Jovanov, L.[Ljubomir], Pižurica, A.[Aleksandra], Philips, W.[Wilfried],
Object Tracking Using Naive Bayesian Classifiers,
ACIVS08(xx-yy).
Springer DOI 0810
BibRef

Wang, D.J.[Dao-Jing], Zhang, C.[Chao], Hao, P.W.[Peng-Wei],
Heavy-Tailed Model for Visual Tracking via Robust Subspace Learning,
ACCV09(II: 172-181).
Springer DOI 0909
BibRef

Wang, D.J.[Dao-Jing], Zhang, C.[Chao], Zhao, X.M.[Xue-Min],
Multivariate Laplace Filter: A heavy-tailed model for target tracking,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Loxam, J.[James], Drummond, T.W.[Tom W.],
Student-t Mixture Filter for Robust, Real-Time Visual Tracking,
ECCV08(III: 372-385).
Springer DOI 0810
BibRef

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Target Tracking Techniques, Kernel Tracking .


Last update:Nov 1, 2021 at 09:26:50