16.6.2.1.3 Target Tracking Techniques, Tests

Milstein, L.B., Lazicky, T.,
Statistical Tests for Image Tracking,
CGIP(7), No. 3, June 1978, pp. 413-424.
WWW Version. BibRef 7806

Miller, K.S., Raghavan, R., Rochwarger, M.M.,
Invariance in Moving Target Detection,
IT(31), 1985, pp. 69-80. BibRef 8500

Bretzner, L.[Lars], Lindeberg, T.[Tony],
Feature Tracking with Automatic Selection of Spatial Scales,
CVIU(71), No. 3, September 1998, pp. 385-392.
WWW Version. BibRef 9809
Earlier: SSAB96(xx). BibRef
Earlier:
On the Handling of Spatial and Temporal Scales in Feature Tracking,
ScaleSpace97(xx). 9702
Related edge detection paper: See also Edge Detection and Ridge Detection with Automatic Scale Selection. and junction detection paper: See also Junction Detection with Automatic Selection of Detection Scales and Localization Scales. BibRef

Bretzner, L.[Lars], Lindeberg, T.[Tony],
Qualitative Multiscale Feature Hierarchies for Object Tracking,
JVCIR(11), No. 2, June 2000, pp. 115-129. 0008
BibRef
Earlier: ScaleSpace99(117-128). BibRef

Nickels, K.M.[Kevin M.], Hutchinson, S.A.[Seth A.],
Estimating uncertainty in SSD-based feature tracking,
IVC(20), No. 1, January 2002, pp. 47-58.
WWW Version. 0201
BibRef

Nickels, K.M.[Kevin M.], Hutchinson, S.A.[Seth A.],
Model-Based Tracking of Complex Articulated Objects,
RA(17), No. 1, February 2001, pp. 28-36. BibRef 0102

Nickels, K.M.[Kevin M.],
Model Based Tracking of Articulated Objects,
Ph.D.Thesis, August 1998. BibRef 9808 UIUC BibRef

Logothetis, A.[Andrew], Krishnamurthy, V.[Vikram], Holst, J.[Jan],
A Bayesian EM algorithm for optimal tracking of a maneuvering target in clutter,
SP(82), No. 3, 2002, pp. 473-490.
HTML Version. 0205
BibRef

Avidan, S.[Shai],
Support Vector Tracking,
PAMI(26), No. 8, August 2004, pp. 1064-1072.
IEEE Abstract. 0407
BibRef
Earlier:
Subset selection for efficient SVM tracking,
CVPR03(I: 85-92).
IEEE Abstract. 0307
Integrate SVM into optic-flow tracker. Rather than minimize intensity difference, minimize SVM classification score. BibRef

Avidan, S.[Shai],
Ensemble Tracking,
PAMI(29), No. 2, February 2007, pp. 261-271.
IEEE DOI Link 0701
BibRef
Earlier: CVPR05(II: 494-501).
IEEE DOI Link 0507
Tracking is a binary classification problem. Ensemble of weak classifiers trained on foreground/background combined into strong classifier with AdaBoost. BibRef

Avidan, S.[Shai],
EigenSegments: A Spatio-Temporal Decomposition of an Ensemble of Images,
ECCV02(III: 747 ff.).
HTML Version. 0205
BibRef

Avidan, S.,
Joint feature-basis subset selection,
CVPR04(I: 283-290).
IEEE Abstract. 0408
BibRef

Singh, M.[Meghna], Mandal, M.K.[Mrinal K.], Basu, A.[Anup],
Gaussian and Laplacian of Gaussian weighting functions for robust feature based tracking,
PRL(26), No. 13, 1 October 2005, pp. 1995-2005.
WWW Version. 0509
BibRef
Earlier:
Robust KLT tracking with Gaussian and laplacian of Gaussian weighting functions,
ICPR04(IV: 661-664).
IEEE DOI Link 0409
BibRef

Collins, R.T., Liu, Y.X.[Yan-Xi], Leordeanu, M.,
Online Selection of Discriminative Tracking Features,
PAMI(27), No. 10, October 2005, pp. 1631-1643.
IEEE DOI Link 0509
BibRef
Earlier: A1, A2 only: ICCV03(346-352).
IEEE DOI Link 0311
BibRef
And: CMU-RI-TR-03-12, April, 2003.
HTML Version. 0306
BibRef

Park, M.W.[Min-Woo], Brocklehurst, K.[Kyle], Collins, R.T.[Robert T.], Liu, Y.X.[Yan-Xi],
Deformed Lattice Detection in Real-World Images Using Mean-Shift Belief Propagation,
PAMI(31), No. 10, October 2009, pp. 1804-1816.
IEEE DOI Link 0909
BibRef
Earlier: A1, A3, A4, Only:
Deformed Lattice Discovery Via Efficient Mean-Shift Belief Propagation,
ECCV08(II: 474-485).
Springer DOI Link 0810
BibRef
Earlier: A1, A4, A3, Only:
Efficient mean shift belief propagation for vision tracking,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Collins, R.T.,
Mean-shift blob tracking through scale space,
CVPR03(II: 234-240).
IEEE Abstract. 0307
BibRef

Rohlfing, T., Denzler, J., Russakoff, D.B., Maurer, Jr., C.R.,
Markerless Real-Time 3-D Target Region Tracking by Motion Backprojection from Projection Images,
MedImg(24), No. 11, November 2005, pp. 1455-1468.
IEEE DOI Link 0512
BibRef

Bajramovic, F., Deutsch, B., Gräßl, C., Denzler, J.,
Efficient Adaptive Combination of Histograms for Real-Time Tracking,
JIVP(2008), No. 2008, pp. xx-yy.
WWW Version. 0811
BibRef
Earlier: A2, A3, A1, A4:
A Comparative Evaluation of Template and Histogram Based 2D Tracking Algorithms,
DAGM05(269).
Springer DOI Link 0509
BibRef

Bajramovic, F., Gräßl, C., Denzler, J.,
Efficient Combination of Histograms for Real-Time Tracking Using Mean-Shift and Trust-Region Optimization,
DAGM05(254).
Springer DOI Link 0509
BibRef

Pei, S.C., Kuo, W.Y., Huang, W.T.,
Tracking Moving Objects in Image Sequences Using 1-D Trajectory Filter,
SPLetters(13), No. 1, January 2006, pp. 13-16.
IEEE DOI Link 0601
BibRef

Wang, H.Z.[Han-Zi], Suter, D.[David], Schindler, K.[Konrad], Shen, C.H.[Chun-Hua],
Adaptive Object Tracking Based on an Effective Appearance Filter,
PAMI(29), No. 9, September 2007, pp. 1661-1667.
IEEE DOI Link 0709
Similarity: spatial-color mixture of Gaussians. Consider color and spatial arrangement. BibRef

Wang, H.Z.[Han-Zi], Suter, D.[David],
Efficient Visual Tracking by Probabilistic Fusion of Multiple Cues,
ICPR06(IV: 892-895).
WWW Version. 0609
BibRef

Zhang, Z.P.[Zhi-Peng], Menq, C.H.[Chia-Hsiang],
Three-Dimensional particle tracking with subnanometer resolution using off-focus images,
AppOpt(47), 1 May 2008, No. 13, pp. 2361-2370. BibRef 0805

Zhang, Z.P.[Zhi-Peng], Menq, C.H.[Chia-Hsiang],
Best linear unbiased axial localization in three-dimensional fluorescent bead tracking with subnanometer resolution using off-focus images,
JOSA-A(26), No. 6, June 2009, 1484-1493.
WWW Version. 0906
Particle tracking using off focus images. BibRef

Minetto, R.[Rodrigo], Leite, N.J.[Neucimar J.], Stolfi, J.[Jorge],
AffTrack: Robust tracking of features in variable-zoom videos,
ICIP09(4285-4288).
IEEE DOI Link 0911
BibRef

Liu, Y.G.[Yong-Gui], Xu, B.G.[Bu-Gong], Feng, L.F.[Lin-Fang],
Distributed IMM Filter Based Dynamic-Group Scheduling Scheme for Maneuvering Target Tracking in Wireless Sensor Network,
CISP09(1-6).
IEEE DOI Link 0910
BibRef

Gu, X.D.[Xiao-Dong], Yuan, Z.Y.[Zhi-Yong], Qiu, Z.M.[Zhi-Ming],
Algorithm of Adaptive Fading Memory UKF in Bearings-Only Target Tracking,
CISP09(1-4).
IEEE DOI Link 0910
BibRef

Ndiour, I.J.[Ibrahima J.], Arif, O.[Omar], Teizer, J.[Jochen], Vela, P.A.[Patricio A.],
A probabilistic shape filter for online contour tracking,
ICIP09(433-436).
IEEE DOI Link 0911
BibRef

Ndiour, I.J.[Ibrahima J.], Vela, P.A.[Patricio A.],
Noise estimation and adaptive filtering during visual tracking,
ICIP09(4365-4368).
IEEE DOI Link 0911
BibRef

Arif, O.[Omar], Vela, P.A.[Patricio Antonio],
Kernel covariance image region description for object tracking,
ICIP09(865-868).
IEEE DOI Link 0911
BibRef
And:
Robust Density Comparison for Visual Tracking,
BMVC09(xx-yy).
PDF Version. 0909
BibRef

Zelniker, E.E.[Emanuel E.], Hospedales, T.[Timothy], Gong, S.G.[Shao-Gang], Xiang, T.[Tao],
A Unified Bayesian Framework for Adaptive Visual Tracking,
BMVC09(xx-yy).
PDF Version.
WWW Version. 0909
BibRef

Xu, S.[Sheng], Huo, H.[Hong], Tao, F.[Fang],
Object Tracking Based on Time-Varying Saliency,
ISPRS08(B5: 175 ff).
PDF Version. 0807
BibRef

Zach, C.[Christopher], Gallup, D.[David], Frahm, J.M.[Jan-Michael],
Fast gain-adaptive KLT tracking on the GPU,
CVGPU08(1-7).
IEEE DOI Link 0806
BibRef

Teixeira, L.[Lucas], Loaiza, M.[Manuel], Raposo, A.[Alberto], Gattass, M.[Marcelo],
Augmented Reality Using Projective Invariant Patterns,
ISVC08(I: 520-529).
Springer DOI Link 0812
BibRef

Loaiza, M.[Manuel], Raposo, A.[Alberto], Gattass, M.[Marcelo],
A Novel Optical Tracking Algorithm for Point-Based Projective Invariant Marker Patterns,
ISVC07(I: 160-169).
Springer DOI Link 0711
BibRef

Rasmussen, C.[Christopher],
Superpixel Analysis for Object Detection and Tracking with Application to UAV Imagery,
ISVC07(I: 46-55).
Springer DOI Link 0711
BibRef

Akhriev, A.[Albert],
Object Tracking Via Uncertainty Minimization,
ISVC07(II: 592-601).
Springer DOI Link 0711
BibRef

Li, X.[Xi], Hu, W.M.[Wei-Ming], Zhang, Z.F.[Zhong-Fei], Zhang, X.Q.[Xiao-Qin], Zhu, M.L.[Ming-Liang], Cheng, J.[Jian],
Visual tracking via incremental Log-Euclidean Riemannian subspace learning,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Li, X.[Xi], Hu, W.M.[Wei-Ming], Zhang, Z.F.[Zhong-Fei], Zhang, X.Q.[Xiao-Qin],
Robust Visual Tracking Based on an Effective Appearance Model,
ECCV08(IV: 396-408).
Springer DOI Link 0810
BibRef

Li, X.[Xi], Hu, W.M.[Wei-Ming], Zhang, Z.F.[Zhong-Fei], Zhang, X.Q.[Xiao-Qin], Luo, G.[Guan],
Robust Visual Tracking Based on Incremental Tensor Subspace Learning,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Zhang, X.Q.[Xiao-Qin], Hu, W.M.[Wei-Ming], Maybank, S.J.[Steve J.], Li, X.[Xi],
Graph Based Discriminative Learning for Robust and Efficient Object Tracking,
ICCV07(1-8).
IEEE DOI Link
PDF Version. 0710
BibRef

Zhang, X.Q.[Xiao-Qin], Hu, W.M.[Wei-Ming], Luo, G.[Guan], Maybank, S.J.[Steve J.],
Kernel-Bayesian Framework for Object Tracking,
ACCV07(I: 821-831).
Springer DOI Link 0711
BibRef

Makris, A.[Alexandros], Kosmopoulos, D.[Dimitrios], Perantonis, S.J.[Stavros J.], Theodoridis, S.[Sergios],
Hierarchical Feature Fusion for Visual Tracking,
ICIP07(VI: 289-292).
IEEE DOI Link 0709
BibRef

Gai, J.D.[Jia-Ding], Li, Y.[Yong], Stevenson, R.L.[Robert L.],
Coupled Hidden Markov Models for Robust EO/IR Target Tracking,
ICIP07(I: 41-44).
IEEE DOI Link 0709
BibRef

Tran, S.D.[Son D.], Davis, L.S.[Larry S.],
Robust Object Tracking with Regional Affine Invariant Features,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef
And:
Object Tracking at Multiple Levels of Spatial Resolutions,
CIAP07(149-154).
IEEE DOI Link 0709
BibRef

Yilmaz, A.[Alper],
Object Tracking by Asymmetric Kernel Mean Shift with Automatic Scale and Orientation Selection,
CVPR07(1-6).
IEEE DOI Link 0706
BibRef

Carminati, L., Benois-Pineau, J., Jennewein, C.,
Knowledge-Based Supervised Learning Methods in a Classical Problem of Video Object Tracking,
ICIP06(2385-2388). 0610

IEEE DOI Link BibRef

Dai, S.Y.[Sheng-Yang], Wu, Y.[Ying],
Motion from blur,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Dai, S.Y.[Sheng-Yang], Yang, M.[Ming], Wu, Y.[Ying], Katsaggelos, A.K.,
Tracking Motion-Blurred Targets in Video,
ICIP06(2389-2392). 0610

IEEE DOI Link BibRef

Chang, W.Y.[Wen-Yan], Chen, C.S.[Chu-Song], Hung, Y.P.[Yi-Ping],
Discriminative Descriptor-Based Observation Model for Visual Tracking,
ICPR06(III: 83-86).
WWW Version. 0609
BibRef

Stenger, B., Woodley, T.E., Kim, T.K., Hernandez, C., Cipolla, R.,
AIDIA: Adaptive Interface for Display Inter Action,
BMVC08(xx-yy).
PDF Version. 0809
BibRef

Stenger, B.[Bjorn], Woodley, T.E.[Thomas E.], Cipolla, R.[Roberto],
Learning to track with multiple observers,
CVPR09(2647-2654).
IEEE DOI Link 0906
BibRef

Woodley, T.E., Stenger, B., Cipolla, R.,
Tracking Using Online Feature Selection and a Local Generative Model,
BMVC07(xx-yy).
PDF Version. 0709
BibRef

Thayananthan, A.[Arasanathan], Navaratnam, R.[Ramanan], Stenger, B.[Björn], Torr, P.H.S.[Philip H.S.], Cipolla, R.[Roberto],
Multivariate Relevance Vector Machines for Tracking,
ECCV06(III: 124-138).
Springer DOI Link 0608
BibRef

Bourezak, R.[Rafik], Bilodeau, G.A.[Guillaume-Alexandre],
Iterative Division and Correlograms for Detection and Tracking of Moving Objects,
IWICPAS06(46-55).
Springer DOI Link 0608
BibRef
And:
Object detection and tracking using iterative division and correlograms,
CRV06(38-38).
IEEE DOI Link 0607
BibRef

Perd'och, M.[Michal], Chum, O.[Ondrej], Matas, J.G.[Jiri G.],
Efficient representation of local geometry for large scale object retrieval,
CVPR09(9-16).
IEEE DOI Link 0906
BibRef

Chum, O.[Ondrej], Perd'och, M.[Michal], Matas, J.G.[Jiri G.],
Geometric min-Hashing: Finding a (thick) needle in a haystack,
CVPR09(17-24).
IEEE DOI Link 0906
BibRef

Cech, J.C.[Jan C.], Matas, J.G.[Jiri G.], Perd'och, M.[Michal],
Efficient sequential correspondence selection by cosegmentation,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Obdrzalek, S.[Stepan], Perd'och, M.[Michal], Matas, J.G.[Jiri G.],
Dense linear-time correspondences for tracking,
VisLoc08(1-8).
IEEE DOI Link 0806
BibRef

Ellis, L.[Liam], Matas, J.G.[Jiri G.], Bowden, R.[Richard],
Online Learning and Partitioning of Linear Displacement Predictors for Tracking,
BMVC08(xx-yy).
PDF Version. 0809
BibRef

Ellis, L.[Liam], Dowson, N.D.H.[Nicholas D.H.], Matas, J.G.[Jiri G.], Bowden, R.[Richard],
Linear Predictors for Fast Simultaneous Modeling and Tracking,
NRTL07(1-8).
IEEE DOI Link 0710
BibRef

Dowson, N.D.H., Bowden, R.,
N-tier Simultaneous Modelling and Tracking for Arbitrary Warps,
BMVC06(II:569).
PDF Version. 0609
BibRef
Earlier:
Simultaneous Modeling and Tracking (SMAT) of Feature Sets,
CVPR05(II: 99-105).
IEEE DOI Link 0507
BibRef
Earlier:
Metric mixtures for mutual information (M3I) tracking,
ICPR04(II: 752-756).
IEEE DOI Link 0409
BibRef

Town, C., Moran, S.,
Robust Fusion of Colour Appearance Models for Object Tracking,
BMVC04(xx-yy).
HTML Version. 0508
BibRef

Liu, R.[Rong], Li, S.Z.[Stan Z.], Yuan, X.T.[Xiao-Tong], He, R.[Ran],
Online Determination of Track Loss Using Template Inverse Matching,
VS08(xx-yy). 0810
Analysis of losing the track for an object. BibRef

Yuan, X.T.[Xiao-Tong], Li, S.Z.,
A Random Field Model for Improved Feature Extraction and Tracking,
AVSBS06(37-37).
IEEE DOI Link 0611
BibRef

Chen, F.[Feng], Yuan, X.T.[Xiao-Tong], Yang, S.T.[Shu-Tang],
Joint Feature-Spatial-Measure Space: A New approach to Highly Efficient Probabilistic Object Tracking,
ICIP05(II: 406-409).
IEEE DOI Link 0512
BibRef

Yuan, X.T.[Xiao-Tong], Yang, S.T.[Shu-Tang], Zhu, H.W.[Hong-Wen],
Region Tracking via HMMF in Joint Feature-Spatial Space,
Motion05(II: 72-77).
WWW Version. 0502
BibRef

Dewan, M.[Maneesh],
Toward Optimal Kernel-based Tracking,
CVPR06(I: 618-625).
IEEE DOI Link 0606
BibRef

Hager, G.D., Dewan, M., Stewart, C.V.,
Multiple kernel tracking with SSD,
CVPR04(I: 790-797).
IEEE Abstract. 0408
More efficient matching. See also Kernel Smoothing. BibRef

Peng, N.S.[Ning-Song], Yang, J.[Jie], Chen, J.X.[Jia-Xin],
Kernel-Bandwidth Adaptation for Tracking Object Changing in Size,
ICIAR04(II: 581-588).
WWW Version. 0409
BibRef

Conte, D., Foggia, P., Guidobaldi, C., Limongiello, A., Vento, M.,
An Object Tracking Algorithm Combining Different Cost Functions,
ICIAR04(II: 614-622).
WWW Version. 0409
BibRef

Kang, H.B.[Hang-Bong], Cho, S.H.[Sang-Hyun],
Short-Term Memory-Based Object Tracking,
ICIAR04(II: 597-605).
WWW Version. 0409
BibRef

Amiri, M., Rabiee, H.R., Behazin, F., Khansari, M.,
A new wavelet domain block matching algorithm for real-time object tracking,
ICIP03(III: 961-964).
IEEE Abstract. 0312
BibRef

Yeoh, P.Y., Abu-Bakar, S.A.R.,
Accurate real-time object tracking with linear prediction method,
ICIP03(III: 941-944).
IEEE Abstract. 0312
BibRef

Muñoz, E.[Enrique], Buenaposada, J.M.[José M.], Baumela, L.[Luis],
Efficient Tracking of 3D Objects Using Multiple Orthogonal Cameras,
BMVC08(xx-yy).
PDF Version. 0809
BibRef
Earlier:
Efficient Model-Based 3D Tracking of Deformable Objects,
ICCV05(I: 877-882).
IEEE DOI Link 0510
BibRef

Buenaposada, J.M.[José Miguel], Del Bue, A., Muñoz, E.[Enrique], Baumela, L.[Luis],
A Model of Brightness Variations Due to Illumination Changes and Non-rigid Motion Using Spherical Harmonics,
BMVC08(xx-yy).
PDF Version. 0809
BibRef

Buenaposada, J.M.[José Miguel], Muñoz, E.[Enrique], Baumela, L.[Luis],
Efficient Appearance-Based Tracking,
Non-Rigid04(6).
HTML Version. 0502
BibRef
Earlier:
Tracking a Planar Patch by Additive Image Registration,
VLBV03(50-57).
HTML Version. 0310
BibRef

Buenaposada, J.M., Baumela, L.,
Speeding up SSD planar tracking by pixel selection,
ICIP02(I: 565-568).
IEEE Abstract. 0210
BibRef

Abrantes, A.J., Marques, J.S.,
The mean shift algorithm and the unified framework,
ICPR04(I: 244-247).
IEEE DOI Link 0409
BibRef

Abrantes, A.J.[Arnaldo J.], Marques, J.S.[Jorge S.],
Shape Tracking Using Centroid-Based Methods,
EMMCVPR01(576-591).
Springer DOI Link 0205
BibRef

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Target and Feature Tracking, Multi-Object, Multiple Objects, Multiple Target .