16.6.2.7.7 Multi-Object, Multi-Target, Particle Filter Techniques

Gauvrit, H., Le Cadre, J.P., Jauffret, C.,
A Formulation of Multitarget Tracking as an Incomplete Data Problem,
AeroSys(33), No. 4, October 1997, pp. 1242-1257. 9710
BibRef

Gelgon, M.[Marc], Bouthemy, P.[Patrick], Le Cadre, J.P.[Jean-Pierre],
Recovery of the trajectories of multiple moving objects in an image sequence with a PMHT approach,
IVC(23), No. 1, 1 January 2004, pp. 19-31.
Elsevier DOI 0412
PMHT: probabilistic multiple hypothesis tracking. BibRef

Hue, C.[Carine], Le Cadre, J.P.[Jean-Pierre], Pérez, P.[Patrick],
Performance Analysis of two Sequential Monte Carlo Methods and Posterior Cramér-Rao Bounds for Multi-Target Tracking,
INRIARR-4450, April 2002.
HTML Version. 0211
BibRef
Earlier:
Tracking Multiple Objects with Particle Filtering,
INRIARR-4033, October 2000.
HTML Version. 0105
BibRef

Bréhard, T.[Thomas], Le Cadre, J.P.[Jean-Pierre],
Initialization of Particle Filter and Posterior Cramér-Rao Bound for Bearings-Only Tracking in Modified Polar Coordinate System,
INRIARR-5074, 2004.
HTML Version. BibRef 0400

Ickowicz, A.[Adrien], Le Cadre, J.P.[Jean-Pierre],
A New Approach for Target Motion Analysis in a Binary Sensor Network,
M2SFA208(xx-yy). 0810
BibRef

Maskell, S.[Simon], Rollason, M.[Malcolm], Gordon, N.[Neil], Salmond, D.[David],
Efficient particle filtering for multiple target tracking with application to tracking in structured images,
IVC(21), No. 9, September 2003, pp. 931-939.
Elsevier DOI 0308
BibRef

Chang, C.[Cheng], Ansari, R.[Rashid],
Kernel Particle Filter for Visual Tracking,
SPLetters(12), No. 3, March 2005, pp. 242-245.
IEEE Abstract. 0501
BibRef
And:
Real-Time Tracking with Multiple Cues by Set Theoretic Random Search,
CVPR05(I: 932-938).
IEEE DOI 0507
BibRef

Chang, C.[Cheng], Ansari, R.[Rashid], Khokhar, A.A.[Ashfaq A.],
Multiple Object Tracking with Kernel Particle Filter,
CVPR05(I: 566-573).
IEEE DOI 0507
BibRef

Zaveri, M.A.[Mukesh A.], Merchant, S.N., Desai, U.B.[Uday B.],
Robust Neural-Network-Based Data Association and Multiple Model-Based Tracking of Multiple Point Targets,
SMC-C(37), No. 3, May 2007, pp. 337-351.
IEEE DOI 0704
BibRef
Earlier:
Air-borne approaching target detection and tracking in infrared image sequence,
ICIP04(II: 1025-1028).
IEEE DOI 0505
BibRef
And:
Tracking of point target in IR image sequence using multiple model based particle filtering and MRF based data association,
ICPR04(IV: 729-732).
IEEE DOI 0409
BibRef

Zaveri, M.A.[Mukesh A.], Merchant, S.N., Desai, U.B.[Uday B.],
Wavelet-Based Detection and Its Application to Tracking in an IR Sequence,
SMC-C(37), No. 6, November 2007, pp. 1269-1286.
IEEE DOI 0709
BibRef

Zaveri, M.A.[Mukesh A.], Merchant, S.N., Desai, U.B.[Uday B.],
Evolutionary algorithm for data association and IMM-based target tracking in IR image sequences,
SIViP(7), No. 1, January 2013, pp. 27-43.
WWW Link. 1301
BibRef

Zaveri, M.A.[Mukesh A.], Merchant, S.N., Desai, U.B.[Uday B.],
A Combined PMHT and IMM Approach to Multiple-Point Target Tracking in Infrared Image Sequence,
JIVP(2007), 2007, pp. xx-yy.
DOI Link 0711
BibRef
Earlier: A1, A3, A2:
PMHT based multiple point targets tracking using multiple models in infrared image sequence,
AVSBS03(73-78).
IEEE DOI 0310
BibRef

Czyz, J.[Jacek], Ristic, B.[Branko], Macq, B.[Benoit],
A particle filter for joint detection and tracking of color objects,
IVC(25), No. 8, 1 August 2007, pp. 1271-1281.
Elsevier DOI 0706
Visual tracking; Particle filter; Hybrid sequential estimation; Multiple-target tracking BibRef

Czyz, J.[Jacek],
Object Detection in Video via Particle Filters,
ICPR06(I: 820-823).
IEEE DOI 0609
BibRef

Maggio, E., Smerladi, F., Cavallaro, A.,
Adaptive Multifeature Tracking in a Particle Filtering Framework,
CirSysVideo(17), No. 10, October 2007, pp. 1348-1359.
IEEE DOI 0711
BibRef
Earlier:
Combining Colour and Orientation for Adaptive Particle Filter-Based Tracking,
BMVC05(xx-yy).
HTML Version. 0509
BibRef
Earlier: A1, A3, Only:
Multi-Part Target Representation for Color Tracking,
ICIP05(I: 729-732).
IEEE DOI 0512
BibRef

Maggio, E.[Emilio], Taj, M.[Murtaza], Cavallaro, A.[Andrea],
Efficient Multitarget Visual Tracking Using Random Finite Sets,
CirSysVideo(18), No. 8, August 2008, pp. 1016-1027.
IEEE DOI 0809
BibRef
And: A2, A1, A3:
Objective Evaluation of Pedestrian and Vehicle Tracking on the CLEAR Surveillance Dataset,
MTPH07(xx-yy).
Springer DOI 0705
BibRef

Zhou, H.Y.[Hui-Yu], Taj, M., Cavallaro, A.,
Audiovisual Tracking Using STAC Sensors,
ICDSC07(170-177).
IEEE DOI 0709
BibRef

Pan, P.[Pan], Schonfeld, D.[Dan],
Dynamic Proposal Variance and Optimal Particle Allocation in Particle Filtering for Video Tracking,
CirSysVideo(18), No. 9, September 2008, pp. 1268-1279.
IEEE DOI 0810
BibRef
Earlier:
Optimal Particle Allocation in Particle Filtering for Multiple Object Tracking,
ICIP07(I: 61-64).
IEEE DOI 0709
BibRef
Earlier:
Adaptive Particle-Distortion Tradeoff Control in Particle Filtering for Video Tracking,
ICIP06(565-568).
IEEE DOI 0610
BibRef

Pan, P.[Pan], Schonfeld, D.[Dan],
Visual Tracking Using High-Order Particle Filtering,
SPLetters(18), No. 1, January 2011, pp. 51-54.
IEEE DOI 1101
BibRef
Earlier:
Visual tracking using high-order Monte Carlo Markov chain,
ICIP08(2636-2639).
IEEE DOI 0810
BibRef

Pan, P.[Pan], Schonfeld, D.[Dan],
Video Tracking Based on Sequential Particle Filtering on Graphs,
IP(20), No. 6, June 2011, pp. 1641-1651.
IEEE DOI 1106
BibRef
Earlier:
Sequential particle filtering for conditional density propagation on graphs,
ICIP09(4109-4112).
IEEE DOI 0911
BibRef

Sun, Y.[Yi], Bentabet, L.[Layachi],
A Particle Filtering and DSmT Based Approach for Conflict Resolving in case of Target Tracking with Multiple Cues,
JMIV(36), No. 2, February 2010, pp. xx-yy.
Springer DOI 1002
BibRef
Earlier:
A Sequential Monte-Carlo and DSmT Based Approach for Conflict Handling in Case of Multiple Targets Tracking,
ICIAR07(526-537).
Springer DOI 0708
BibRef

Lao, Y.W.[Yuan-Wei], Zheng, Y.F.[Yuan F.],
Tracking highly correlated targets through statistical multiplexing,
IVC(29), No. 12, November 2011, pp. 803-817.
Elsevier DOI 1112
BibRef
Earlier:
Tracking a group of highly correlated targets,
ICIP09(3605-3608).
IEEE DOI 0911
Multi-target tracking; Markov chain Monte Carlo; Particle filter; Correlation BibRef

Widynski, N.[Nicolas], Dubuisson, S.[Séverine], Bloch, I.[Isabelle],
Fuzzy spatial constraints and ranked partitioned sampling approach for multiple object tracking,
CVIU(116), No. 10, October 2012, pp. 1076-1094.
Elsevier DOI 1209
BibRef
Earlier:
Introducing Fuzzy Spatial Constraints in a Ranked Partitioned Sampling for Multi-object Tracking,
ISVC10(I: 393-404).
Springer DOI 1011
Multiple object tracking; Particle filter; Fuzzy spatial constraints; Partitioned Sampling BibRef

Georgy, J., Noureldin, A., Mellema, G.R.,
Clustered Mixture Particle Filter for Underwater Multitarget Tracking in Multistatic Active Sonobuoy Systems,
SMC-C(42), No. 4, July 2012, pp. 547-560.
IEEE DOI 1206
BibRef

Poiesi, F.[Fabio], Cavallaro, A.[Andrea],
Tracking Multiple High-Density Homogeneous Targets,
CirSysVideo(25), No. 4, April 2015, pp. 623-637.
IEEE DOI 1504
Detectors BibRef

San Miguel, J.C.[Juan C.], Cavallaro, A.[Andrea],
Temporal validation of Particle Filters for video tracking,
CVIU(131), No. 1, 2015, pp. 42-55.
Elsevier DOI 1412
Particle Filter BibRef

Henriques, J.F.[João F.], Caseiro, R.[Rui], Martins, P.[Pedro], Batista, J.P.[Jorge P.],
High-Speed Tracking with Kernelized Correlation Filters,
PAMI(37), No. 3, March 2015, pp. 583-596.
IEEE DOI 1502
BibRef
Earlier:
Exploiting the Circulant Structure of Tracking-by-Detection with Kernels,
ECCV12(IV: 702-715).
Springer DOI 1210
Complexity theory BibRef

Henriques, J.F.[Joao F.], Caseiro, R.[Rui], Batista, J.P.[Jorge P.],
Globally optimal solution to multi-object tracking with merged measurements,
ICCV11(2470-2477).
IEEE DOI 1201
BibRef
And:
Tracking in streamed video by updating globally optimal matchings,
ICIP10(81-84).
IEEE DOI 1009

See also Foreground Segmentation via Background Modeling on Riemannian Manifolds. BibRef

Palaio, H.[Hélio], Batista, J.P.[Jorge P.],
A kernel particle filter multi-object tracking using gabor-based region covariance matrices,
ICIP09(4085-4088).
IEEE DOI 0911
BibRef
And:
Kernel Based Multi-object Tracking Using Gabor Functions Embedded in a Region Covariance Matrix,
IbPRIA09(72-79).
Springer DOI 0906
BibRef
Earlier:
Multi-object tracking using an adaptive transition model particle filter with region covariance data association,
ICPR08(1-4).
IEEE DOI 0812
BibRef
And:
A region covariance embedded in a particle filter for multi-objects tracking,
VS08(xx-yy). 0810
BibRef

Liu, P.X.[Pei-Xun], Li, W.H.[Wen-Hui], Wang, Y.[Ying], Ni, H.Y.[Hong-Yin],
On-road multi-vehicle tracking algorithm based on an improved particle filter,
IET-ITS(9), No. 4, 2015, pp. 429-441.
DOI Link 1506
driver information systems BibRef

Qian, X.Y.[Xiao-Yan], Han, L.[Lei], Wang, Y.D.[Yue-Dong], Ding, M.[Meng],
Deep learning assisted robust visual tracking with adaptive particle filtering,
SP:IC(60), No. 1, 2018, pp. 183-192.
Elsevier DOI 1712
Visual tracking BibRef

Li, S., Zhao, S., Cheng, B., Chen, J.,
Accelerated Particle Filter for Real-Time Visual Tracking With Decision Fusion,
SPLetters(25), No. 7, July 2018, pp. 1094-1098.
IEEE DOI 1807
image fusion, image representation, image sequences, object tracking, particle filtering (numerical methods), visual tracking BibRef

Garcia, F.J.I., Mandal, P.K., Bocquel, M., Marques, A.G.,
Riemann-Langevin Particle Filtering in Track-Before-Detect,
SPLetters(25), No. 7, July 2018, pp. 1039-1043.
IEEE DOI 1807
Monte Carlo methods, particle filtering (numerical methods), sampling methods, state estimation, target tracking, track-before-detect (TBD) BibRef

Xiao, J.J.[Jing-Jing], Oussalah, M.[Mourad],
Robust model adaption for colour-based particle filter tracking with contextual information,
JVCIR(79), 2021, pp. 103270.
Elsevier DOI 2109
Object tracking, Video Analysis, Scale modification, Background learning BibRef

Davey, S.J., Cheung, B.,
A Linear Complexity Approximate Method for Multi-Target Particle Filter Track before Detect,
DICTA15(1-6)
IEEE DOI 1603
Bayes methods BibRef

Santhoshkumar, S., Karthikeyan, S., Manjunath, B.S.,
Robust multiple object tracking by detection with interacting Markov chain Monte Carlo,
ICIP13(2953-2957)
IEEE DOI 1402
Detection; Particle Filters; Tracking BibRef

Bardet, F.[François], Chateau, T.[Thierry], Ramadasan, D.[Datta],
Illumination Aware MCMC Particle Filter for Long-term Outdoor Multi-object Simultaneous Tracking and Classification,
ICCV09(1623-1630).
IEEE DOI
PDF File. 0909
BibRef

Zhou, Y.F.[Yi-Fan], Benois-Pineau, J.[Jenny], Nicolas, H.[Henri],
Multi-object particle filter tracking with automatic event analysis,
ARTEMIS10(21-26).
DOI Link 1111
BibRef
Earlier: A1, A3, A2:
A multi-resolution particle filter tracking in a multi-camera environment,
ICIP09(4065-4068).
IEEE DOI 0911
BibRef

Arrospide, J.[Jon], Salgado, L.[Luis], Nieto, M.[Marcos],
Multiple object tracking using an automatic variable-dimension particle filter,
ICIP10(49-52).
IEEE DOI 1009
BibRef

Nieto, M.[Marcos], Cuevas, C.[Carlos], Salgado, L.[Luis],
Measurement-based reclustering for multiple object tracking with particle filters,
ICIP09(4097-4100).
IEEE DOI 0911
BibRef

Hess, R.[Rob], Fern, A.[Alan],
Discriminatively trained particle filters for complex multi-object tracking,
CVPR09(240-247).
IEEE DOI 0906
BibRef

Wu, Y.[Yi], Tong, X.F.[Xiao-Feng], Zhang, Y.M.[Yi-Min], Lu, H.Q.[Han-Qing],
Boosted Interactively Distributed Particle Filter for automatic multi-object tracking,
ICIP08(1844-1847).
IEEE DOI 0810
BibRef

Kembhavi, A.[Aniruddha], Schwartz, W.R.[William Robson], Davis, L.S.[Larry S.],
Resource Allocation for Tracking Multiple Targets Using Particle Filters,
VS08(xx-yy). 0810
BibRef

Song, X.[Xuan], Cui, J.S.[Jin-Shi], Zha, H.B.[Hong-Bin], Zhao, H.J.[Hui-Jing],
Vision-Based Multiple Interacting Targets Tracking via On-Line Supervised Learning,
ECCV08(III: 642-655).
Springer DOI 0810
BibRef
Earlier:
Probabilistic Detection-based Particle Filter for Multi-target Tracking,
BMVC08(xx-yy).
PDF File. 0809
BibRef

Murphy-Chutorian, E.[Erik], Trivedi, M.M.[Mohan M.],
Particle filtering with rendered models: A two pass approach to multi-object 3D tracking with the GPU,
CVGPU08(1-8).
IEEE DOI 0806
BibRef

Lee, J.S.[Jin-Seok], Kim, B.G.[Byung Guk], Cho, S.H.[Shung Han], Hong, S.J.[Sang-Jin], Cho, W.D.[We-Duke],
Multitarget association and tracking in 3-D space based on particle filter with joint multitarget probability density,
AVSBS07(573-578).
IEEE DOI 0709
BibRef

Osawa, T.[Tatsuya], Wu, X.J.[Xiao-Jun], Sudo, K.[Kyoko], Wakabayashi, K.[Kaoru], Arai, H.[Hiroyuki], Yasuno, T.[Takayuki],
MCMC based multi-body tracking using full 3D model of both target and environment,
AVSBS07(224-229).
IEEE DOI 0709
BibRef

Zahir, M.[Messaoudi], Abdelaziz, O.[Ouldali], Mourad, O.[Oussalah],
Joint Multiple Target Tracking and Classification Using Controlled Based Cheap JPDA-Multiple Model Particle Filter in Cluttered Environment,
ICISP08(562-569).
Springer DOI 0807
BibRef

Tang, L.[Li], Venkataraman, V.B.[Vijay Bhaskar], Fan, G.L.[Guo-Liang],
Multi-aspect Target Tracking in Image Sequences Using Particle Filters,
ISVC05(510-518).
Springer DOI 0512
BibRef

Rowe, D.[Daniel], Huerta, I.[Ivan], Gonzàlez, J.[Jordi], Villanueva, J.J.[Juan J.],
Robust Multiple-People Tracking Using Colour-Based Particle Filters,
IbPRIA07(I: 113-120).
Springer DOI 0706
BibRef

Rowe, D.[Daniel], Rius, I.[Ignasi], Gonzàlez, J.[Jordi], Roca, F.X.[F. Xavier], Villanueva, J.J.[Juan J.],
Probabilistic Image-Based Tracking: Improving Particle Filtering,
IbPRIA05(I:85).
Springer DOI 0509

See also On Reasoning over Tracking Events. BibRef

Rowe, D.[Daniel], Rius, I.[Ignasi], Gonzàlez, J.[Jordi], Villanueva, J.J.[Juan J.],
Robust Particle Filtering for Object Tracking,
CIAP05(1158-1165).
Springer DOI 0509
BibRef

Rowe, D.[Daniel], Reid, I.D.[Ian D.], Gonzàlez, J.[Jordi], Villanueva, J.J.[Juan Jose],
Unconstrained Multiple-People Tracking,
DAGM06(505-514).
Springer DOI 0610
BibRef

Rittscher, J.[Jens], Krahnstoever, N.O.[Nils O.], Galup, L.[Luis],
Multi-Target Tracking Using Hybrid Particle Filtering,
WACV05(I: 447-454).
IEEE DOI 0502
BibRef

Okuma, K.[Kenji], Taleghani, A.[Ali], de Freitas, N.[Nando], Little, J.J.[James J.], Lowe, D.G.[David G.],
A Boosted Particle Filter: Multitarget Detection and Tracking,
ECCV04(Vol I: 28-39).
Springer DOI 0405
BibRef

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