16.6.2.2.3 Target Tracking Techniques, Particle Filter Techniques

Arulampalam, S., Maskell, S., Gordon, N., and Clapp, T.,
A tutorial on particle filters for on-line non-linear/non-Gaussian Bayesian tracking,
TSP(50), No. 2, 2002, pp. 174-188.
WWW Version.
IEEE DOI Link Survey, Particle Filters. BibRef 0200

Noyer, J.C.[Jean-Charles], Boucher, C.[Christophe], Benjelloun, M.[Mohammed],
3D particle tracking using an active vision,
PRL(24), No. 9-10, June 2003, pp. 1227-1240.
WWW Version. 0304
BibRef

Noyer, J.C.[Jean-Charles], Boucher, C.[Christophe], Benjelloun, M.[Mohammed],
3D Structure And Motion Estimation From Range And Intensity Images Using Particle Filtering,
IJIG(5), No. 3, July 2005, pp. 639-661. 0507
BibRef

Sand, P.[Peter], Teller, S.[Seth],
Video Matching,
ToG(23), 2004, No. 3, pp. 592-599. BibRef 0400

Sand, P.[Peter], Teller, S.[Seth],
Particle Video: Long-Range Motion Estimation Using Point Trajectories,
IJCV(80), No. 1, October 2008, pp. xx-yy.
Springer DOI Link 0809
BibRef
Earlier: CVPR06(II: 2195-2202).
IEEE DOI Link 0606
BibRef

Noyer, J.C., Lanvin, P., Benjelloun, M.,
Non-linear matched filtering for object detection and tracking,
PRL(25), No. 6, 19 April 2004, pp. 655-668.
WWW Version. 0405
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.
WWW Version. 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

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

Chang, C.[Cheng], Ansari, R.[Rashid],
Real-Time Tracking with Multiple Cues by Set Theoretic Random Search,
CVPR05(I: 932-938).
IEEE DOI Link 0507
BibRef

Isaac, A., Zhang, X., Willett, P., Bar-Shalom, Y.,
A Particle Filter for Tracking Two Closely Spaced Objects Using Monopulse Radar Channel Signals,
SPLetters(13), No. 6, June 2006, pp. 357-360.
IEEE DOI Link 0606
BibRef

Xu, X.Y.[Xin-Yu], Li, B.X.[Bao-Xin],
Adaptive Rao-Blackwellized Particle Filter and Its Evaluation for Tracking in Surveillance,
IP(16), No. 3, March 2007, pp. 838-849.
IEEE DOI Link 0703
BibRef
Earlier:
Rao-Blackwellised particle filter for tracking with application in visual surveillance,
PETS05(17-24).
IEEE DOI Link 0602
BibRef

Xu, X.Y.[Xin-Yu], Li, B.X.[Bao-Xin],
Exploiting Motion Correlations in 3-D Articulated Human Motion Tracking,
IP(18), No. 6, June 2009, pp. 1292-1303.
IEEE DOI Link 0905
BibRef
Earlier:
Learning Motion Correlation for Tracking Articulated Human Body with a Rao-Blackwellised Particle Filter,
ICCV07(1-8).
IEEE DOI Link 0710
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 Link 0704
BibRef
Earlier:
Air-borne approaching target detection and tracking in infrared image sequence,
ICIP04(II: 1025-1028).
IEEE DOI Link 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 Link 0409
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.
WWW Version. 0711
BibRef
Earlier: A1, A3, A2:
PMHT based multiple point targets tracking using multiple models in infrared image sequence,
AVSBS03(73-78).
IEEE Abstract. 0310
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 Link 0709
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.
WWW Version. 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 Link 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 Link 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 Link 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 Link 0809
BibRef

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

Taj, M.[Murtaza], Maggio, E.[Emilio], Cavallaro, A.[Andrea],
Objective Evaluation of Pedestrian and Vehicle Tracking on the CLEAR Surveillance Dataset,
MTPH07(xx-yy).
Springer DOI Link 0705
BibRef

Moreno-Noguer, F.[Francesc], Sanfeliu, A.[Alberto], Samaras, D.[Dimitris],
Dependent Multiple Cue Integration for Robust Tracking,
PAMI(30), No. 4, April 2008, pp. 670-685.
IEEE DOI Link 0803
BibRef
Earlier:
A Target Dependent Colorspace for Robust Tracking,
ICPR06(III: 43-46).
IEEE DOI Link 0609
BibRef
Earlier:
Fusion of a Multiple Hypotheses Color Model and Deformable Contours for Figure Ground Segmentation in Dynamic Environments,
Non-Rigid04(13).
HTML Version. 0502
See also Integration of Conditionally Dependent Object Features for Robust Figure/Background Segmentation. See also Integration of deformable contours and a multiple hypotheses Fisher color model for robust tracking in varying illuminant environments. BibRef

Moreno-Noguer, F.[Francesc], Sanfeliu, A.[Alberto],
A Framework to Integrate Particle Filters for Robust Tracking in Non-stationary Environments,
IbPRIA05(I:93).
Springer DOI Link 0509
BibRef

Sankaranarayanan, A.C.[Aswin C.], Srivastava, A., Chellappa, R.,
Algorithmic and Architectural Optimizations for Computationally Efficient Particle Filtering,
IP(17), No. 5, May 2008, pp. 737-748.
IEEE DOI Link 0804
BibRef

Moon, H.K.[Han-Kyu], Chellappa, R.[Rama],
3D Shape-Encoded Particle Filter for Object Tracking and Its Application to Human Body Tracking,
JIVP(2008), No. 2008, pp. xx-yy.
WWW Version. 0804
BibRef

Moon, H.K.[Han-Kyu], Chellappa, R.[Rama], Rosenfeld, A.[Azriel],
3D Object Tracking Using Shape-Encoded Particle Propagation,
ICCV01(II: 307-314).
IEEE DOI Link 0106
BibRef
And:
Tracking of Human Activities Using Shape-encoded Particle Propagation,
ICIP01(I: 357-360).
IEEE Abstract. 0108
BibRef

Li, Y.[Yuan], Ai, H.Z.[Hai-Zhou], Yamashita, T.[Takayoshi], Lao, S.H.[Shi-Hong], Kawade, M.[Masato],
Tracking in Low Frame Rate Video: A Cascade Particle Filter with Discriminative Observers of Different Life Spans,
PAMI(30), No. 10, October 2008, pp. 1728-1740.
IEEE DOI Link 0810
BibRef
Earlier: CVPR07(1-8).
IEEE DOI Link Award, CVPR, Student. 0706
BibRef

Nikitidis, S., Zafeiriou, S.P., Pitas, I.,
Camera Motion Estimation Using a Novel Online Vector Field Model in Particle Filters,
CirSysVideo(18), No. 8, August 2008, pp. 1028-1039.
IEEE DOI Link 0809
BibRef

Li, J.[Jiang], Chua, C.S.[Chin-Seng],
Transductive local exploration particle filter for object tracking,
IVC(25), No. 5, 1 May 2007, pp. 544-552.
WWW Version. 0703
BibRef
Earlier:
Transductive inference for color-based particle filter tracking,
ICIP03(III: 949-952).
IEEE Abstract. 0312
Object tracking; Particle filter; Transductive learning; Color model adaptation BibRef

Ren, Y.[Ying], Chua, C.S.[Chin Seng],
Bilateral learning for color-based tracking,
IVC(26), No. 11, 1 November 2008, pp. 1530-1539.
WWW Version. 0804
Color-based tracking; Color model adaptation; Bilateral Learning (BL) 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 Link 0810
BibRef
Earlier:
Optimal Particle Allocation in Particle Filtering for Multiple Object Tracking,
ICIP07(I: 61-64).
IEEE DOI Link 0709
BibRef
Earlier:
Adaptive Particle-Distortion Tradeoff Control in Particle Filtering for Video Tracking,
ICIP06(565-568).
IEEE DOI Link 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 Link 1101
BibRef
Earlier:
Visual tracking using high-order Monte Carlo Markov chain,
ICIP08(2636-2639).
IEEE DOI Link 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 Link 1106
BibRef
Earlier:
Sequential particle filtering for conditional density propagation on graphs,
ICIP09(4109-4112).
IEEE DOI Link 0911
BibRef

Chen, C., Schonfeld, D.[Dan],
A Particle Filtering Framework for Joint Video Tracking and Pose Estimation,
IP(19), No. 6, June 2010, pp. 1625-1634.
IEEE DOI Link 1006
BibRef

Lei, Y.[Yun], Ding, X.Q.[Xiao-Qing], Wang, S.J.[Sheng-Jin],
Visual Tracker Using Sequential Bayesian Learning: Discriminative, Generative, and Hybrid,
SMC-B(38), No. 6, December 2008, pp. 1578-1591.
IEEE DOI Link 0812
BibRef
Earlier:
AdaBoost Tracker Embedded in Adaptive Particle Filtering,
ICPR06(IV: 939-943).
IEEE DOI Link 0609
BibRef
And:
Adaptive Sparse Vector Tracking Via Online Bayesian Learning,
IWICPAS06(35-45).
Springer DOI Link 0608
Construct object and track. BibRef

Wang, Z.W.[Zhao-Wen], Yang, X.K.[Xiao-Kang], Xu, Y.[Yi], Yu, S.Y.[Song-Yu],
CamShift guided particle filter for visual tracking,
PRL(30), No. 4, 1 March 2009, pp. 407-413.
Elsevier DOI Link
WWW Version. 0903
CamShift guided particle filter; Particle filter; CamShift; Visual tracking algorithm BibRef

Medrano, C.[Carlos], Herrero-Jaraba, J.E.[J. Elias], Martinez-del-Rincon, J.[Jesus], Orrite-Urunuela, C.[Carlos],
Mean field approach for tracking similar objects,
CVIU(113), No. 8, August 2009, pp. 907-920.
Elsevier DOI Link
WWW Version. 0906
BibRef
Earlier: A3, A4, A2, Only:
An efficient particle filter for color-based tracking in complex scenes,
AVSBS07(176-181).
IEEE DOI Link 0709
Multi-target tracking; Mean field; Particle filter; Kalman filter BibRef

Medrano, C.[Carlos], Igual, R.[Raúl], Orrite, C.[Carlos], Plaza, I.[Inmaculada],
Occlusion Management in Sequential Mean Field Monte Carlo Methods,
IbPRIA11(444-451).
Springer DOI Link 1106
In multi-target tracking. BibRef

Medrano, C., Igual, R., Martinez-del-Rincon, J.[Jesus], Orrite-Urunuela, C.[Carlos],
Multi-target tracking with occlusion management in a mean field framework,
VS08(xx-yy). 0810
BibRef

Martinez-del-Rincon, J.[Jesus], Makris, D.[Dimitrios], Orrite-Urunuela, C.[Carlos], Nebel, J.C.[Jean-Christophe],
Tracking Human Position and Lower Body Parts Using Kalman and Particle Filters Constrained by Human Biomechanics,
SMC-B(41), No. 1, February 2011, pp. 26-37.
IEEE DOI Link 1102
BibRef
Earlier: A1, A4, A2, A3:
Tracking Human Body Parts Using Particle Filters Constrained by Human Biomechanics,
BMVC08(xx-yy).
PDF Version. 0809
BibRef

Martínez del Rincón, J.[Jesús], Nebel, J.C.[Jean-Christophe], Makris, D.[Dimitrios],
Graph-based Particle Filter for Human Tracking with Stylistic Variations,
BMVC11(xx-yy).
HTML Version. 1110
Award, BMVC, Best Poster. BibRef

Lewandowski, M.[Michal], Martinez-del-Rincon, J.[Jesus], Makris, D.[Dimitrios], Nebel, J.C.[Jean-Christophe],
Temporal Extension of Laplacian Eigenmaps for Unsupervised Dimensionality Reduction of Time Series,
ICPR10(161-164).
IEEE DOI Link 1008
BibRef

Martinez-del-Rincon, J.[Jesus], Orrite-Urunuela, C.[Carlos], Medrano, C.[Carlos],
Rao-Blackwellised particle filter for colour-based tracking,
PRL(32), No. 2, 15 January 2011, pp. 210-220.
Elsevier DOI Link
WWW Version. 1101
Rao-Blackwellised particle filter; Colour updating; Tracking; PDA Kalman filter; Kernel density estimation BibRef

Hu, Z.H.[Zhao-Hua], Fan, X.[Xin], Song, Y.L.[Yao-Liang], Liang, D.Q.[De-Qun],
Joint trajectory tracking and recognition based on bi-directional nonlinear learning,
IVC(27), No. 9, 3 August 2009, pp. 1302-1312.
Elsevier DOI Link
WWW Version. 0906
Visual tracking; Trajectory generative model; Autoencoder network; Nonlinear dimensionality reduction; Particle filter; Improved Hausdorff distance. Embeds high-dimensional trajectories into a two-dimensional plane. BibRef

Bouaynaya, N., Schonfeld, D.,
On the Optimality of Motion-Based Particle Filtering,
CirSysVideo(19), No. 7, July 2009, pp. 1068-1072.
IEEE DOI Link 0909
BibRef

Lao, Y., Zhu, J., Zheng, Y.F.,
Sequential Particle Generation for Visual Tracking,
CirSysVideo(19), No. 9, September 2009, pp. 1365-1378.
IEEE DOI Link 0909
BibRef

Zhu, J., Lao, Y., Zheng, Y.F.,
Object Tracking in Structured Environments for Video Surveillance Applications,
CirSysVideo(20), No. 2, February 2010, pp. 223-235.
IEEE DOI Link 1003
Object motion is constrained by the environment. BibRef

Cabido, R.[Raúl], Montemayor, A.S.[Antonio S.], Pantrigo, J.J.[Juan José], Payne, B.R.[Bryson R.],
Multiscale and local search methods for real time region tracking with particle filters: local search driven by adaptive scale estimation on GPUs,
MVA(21), No. 1, November 2009, pp. xx-yy.
Springer DOI Link 0911
BibRef

Cabido, R.[Raúl], Montemayor, A.S.[Antonio S.], Pantrigo, J.J.[Juan José], Martínez-Zarzuela, M., Payne, B.R.[Bryson R.],
High-performance template tracking,
JVCIR(23), No. 2, February 2012, pp. 271-286.
Elsevier DOI Link
WWW Version. 1201
Visual tracking; Template tracking; Multiview tracking; Face tracking; Real time; Particle filters; GPGPU; High-performance BibRef

Yao, A.B.[An-Bang], Wang, G.J.[Gui-Jin], Lin, X.G.[Xing-Gang], Chai, X.J.[Xiu-Juan],
An incremental Bhattacharyya dissimilarity measure for particle filtering,
PR(43), No. 4, April 2010, pp. 1244-1256.
Elsevier DOI Link
WWW Version. 1002
Visual tracking; Particle filtering; Mixture of Gaussian; Bhattacharyya dissimilarity BibRef

Pistori, H.[Hemerson], Aguiar Odakura, V.V.V.[Valguima Victoria Viana], Oliveira Monteiro, J.B.[Joao Bosco], Goncalves, W.N.[Wesley Nunes], Roel, A.R.[Antonia Railda], de Andrade Silva, J.[Jonathan], Machado, B.B.[Bruno Brandoli],
Mice and larvae tracking using a particle filter with an auto-adjustable observation model,
PRL(31), No. 4, 1 March 2010, pp. 337-346.
Elsevier DOI Link
WWW Version. 1002
Particle filters; Animal tracking; Dengue BibRef

Nigam, C.[Chhabi], Babu, R.V.[R. Venkatesh], Raja, S.K.[S. Kumar], Ramakrishnan, K.R.,
Fragmented Particles-based Robust Object Tracking With Feature Fusion,
IJIG(10), No. 1, January 2010, pp. 93-112.
WWW Version. 1003
BibRef
Earlier:
Feature Fusion for Robust Object Tracking Using Fragmented Particles,
ICDSC07(283-290).
IEEE DOI Link 0709
BibRef

Lakaemper, R.[Rolf], Sobel, M.[Marc],
Using the Particle Filter Approach to Building Partial Correspondences Between Shapes,
IJCV(88), No. 1, May 2010, pp. xx-yy.
Springer DOI Link 1003
BibRef
Earlier:
Correspondences between parts of shapes with particle filters,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Lakaemper, R.[Rolf], Li, S.S.[Shu-Sha], Sobel, M.[Marc],
Correspondences of point sets using Particle Filters,
ICPR08(1-5).
IEEE DOI Link 0812
BibRef

Banerjee, A., Burlina, P.,
Efficient Particle Filtering via Sparse Kernel Density Estimation,
IP(19), No. 9, September 2010, pp. 2480-2490.
IEEE DOI Link 1008
BibRef

Yoder, J., Medeiros, H.[Henry], Park, J.[Johnny], Kak, A.C.[Avinash C.],
Cluster-Based Distributed Face Tracking in Camera Networks,
IP(19), No. 10, October 2010, pp. 2551-2563.
IEEE DOI Link 1003
BibRef
Earlier: A2, A3, A4, Only:
Distributed Object Tracking Using a Cluster-Based Kalman Filter in Wireless Camera Networks,
SelectedSP(2), No. 4, August, 2008, pp. 448-463.
IEEE DOI Link BibRef

Medeiros, H.[Henry], Park, J.[Johnny], Kak, A.C.[Avinash C.],
A parallel color-based particle filter for object tracking,
EmbedCV08(1-8).
IEEE DOI Link
PDF Version. 0806
BibRef

Medeiros, H.[Henry], Gao, X.T.[Xin-Ting], Kleihorst, R.P.[Richard P.], Park, J.[Johnny], Kak, A.C.[Avinash C.],
A Parallel Implementation of the Color-Based Particle Filter for Object Tracking,
SenSys08(xx-yy).
PDF Version. BibRef 0800

Saha, S.[Sankalita], Bambha, N.K.[Neal K.], Bhattacharyya, S.S.[Shuvra S.],
Design and implementation of embedded computer vision systems based on particle filters,
CVIU(114), No. 11, November 2010, pp. 1203-1214.
Elsevier DOI Link
WWW Version. 1011
Design space exploration; Particle filters; Reconfigurable platforms BibRef

Medeiros, H.[Henry], Holguin, G.[German], Shin, P.J.[Paul J.], Park, J.[Johnny],
A parallel histogram-based particle filter for object tracking on SIMD-based smart cameras,
CVIU(114), No. 11, November 2010, pp. 1264-1272.
Elsevier DOI Link
WWW Version. 1011
Tracking; Particle filter; Smart cameras; SIMD processors BibRef

Zhang, X.Q.[Xiao-Qin], Hu, W.M.[Wei-Ming], Qu, W.[Wei], Maybank, S.J.[Steve J.],
Multiple Object Tracking Via Species-Based Particle Swarm Optimization,
CirSysVideo(20), No. 11, November 2010, pp. 1590-1602.
IEEE DOI Link 1011
BibRef

Zhang, X.Q.[Xiao-Qin], Hu, W.M.[Wei-Ming], Li, W.[Wei], Qu, W.[Wei], Maybank, S.J.[Steve J.],
Multi-object tracking via species based particle swarm optimization,
VS09(1105-1112).
IEEE DOI Link 0910
BibRef

Zhang, X.Q.[Xiao-Qin], Hu, W.M.[Wei-Ming], Maybank, S.J.[Steve J.], Li, X.[Xi], Zhu, M.L.[Ming-Liang],
Sequential particle swarm optimization for visual tracking,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Prakash, R.S.[R. Senthil], Aravind, R.,
Object tracking using AM-FM image features,
IET-CV(4), No. 4, December 2010, pp. 295-305.
WWW Version. 1011
BibRef
Earlier:
Modulation-domain particle filter for template tracking,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Dunne, P.[Peter], Matuszewski, B.J.[Bogdan J.],
Choice of similarity measure, likelihood function and parameters for histogram based particle filter tracking in CCTV grey scale video,
IVC(29), No. 2-3, February 2011, pp. 178-189.
Elsevier DOI Link
WWW Version. 1101
Particle filter; Similarity measure; Likelihood; Grey scale; Histogram intersection BibRef

Matov, A.[Alexandre], Edvall, M.M.[Marcus M.], Yang, G.[Ge], Danuser, G.[Gaudenz],
Optimal-flow minimum-cost correspondence assignment in particle flow tracking,
CVIU(115), No. 4, April 2011, pp. 531-540.
Elsevier DOI Link
WWW Version. 1103
Particle tracking; Vector field; Multi-directional flows; Graph algorithms; Multi-objective optimization BibRef

Ortiz, A.[Alberto], Antich, J.[Javier], Oliver, G.[Gabriel],
A particle filter-based approach for tracking undersea narrow telecommunication cables,
MVA(22), No. 2, March 2011, pp. 283-302.
WWW Version. 1103
BibRef

del Bimbo, A.[Alberto], Dini, F.[Fabrizio],
Particle filter-based visual tracking with a first order dynamic model and uncertainty adaptation,
CVIU(115), No. 6, June 2011, pp. 771-786.
Elsevier DOI Link
WWW Version. 1104
Adaptive Particle Filter; Visual tracking; Uncertainty adaptation; First order dynamic model BibRef

Bagdanov, A.D.[Andrew D.], del Bimbo, A.[Alberto], Dini, F.[Fabrizio], Nunziati, W.[Walter],
Improving the robustness of particle filter-based visual trackers using online parameter adaptation,
AVSBS07(218-223).
IEEE DOI Link 0709
BibRef
And:
Adaptive uncertainty estimation for particle filter-based trackers,
CIAP07(331-336).
IEEE DOI Link 0709
BibRef

Yin, S.M.[Shi-Min], Na, J.H.[Jin Hee], Choi, J.Y.[Jin Young], Oh, S.H.[Song-Hwai],
Hierarchical Kalman-particle filter with adaptation to motion changes for object tracking,
CVIU(115), No. 6, June 2011, pp. 885-900.
Elsevier DOI Link
WWW Version. 1104
Hierarchical estimation; Coarse-to-fine; Particle filter; Kalman filter BibRef

Widynski, N.[Nicolas], Dubuisson, S.[Severine], Bloch, I.[Isabelle],
Integration of Fuzzy Spatial Information in Tracking Based on Particle Filtering,
SMC-B(41), No. 3, June 2011, pp. 635-649.
IEEE DOI Link 1106
BibRef
Earlier:
Particle filtering with fuzzy spatial relations for object tracking,
IPTA10(391-396).
IEEE DOI Link 1007
BibRef

Salih, Y.[Yasir], Malik, A.S.[Aamir Saeed],
Comparison of stochastic filtering methods for 3D tracking,
PR(44), No. 10-11, October-November 2011, pp. 2711-2737.
Elsevier DOI Link
WWW Version. 1101
Kalman filter; 3D tracking; Motion cue; Particle filter; Condensation algorithm; Articulated object tracking BibRef

Toivanen, M.[Miika], Lampinen, J.[Jouko],
Incremental object matching and detection with Bayesian methods and particle filters,
IET-CV(5), No. 4, 2011, pp. 201-210.
WWW Version. 1107
BibRef
Earlier:
Incremental Object Matching with Bayesian Methods and Particle Filters,
DICTA09(111-118).
IEEE DOI Link 0912
BibRef

Kim, M.Y.[Min-Young],
Correlation-based incremental visual tracking,
PR(45), No. 3, March 2012, pp. 1050-1060.
Elsevier DOI Link
WWW Version. 1111
Canonical correlation analysis; Incremental subspace learning; Visual tracking; Particle filtering BibRef

Husz, Z.L.[Zsolt L.], Wallace, A.M.[Andrew M.], Green, P.R.[Patrick R.],
Tracking With a Hierarchical Partitioned Particle Filter and Movement Modelling,
SMC-B(41), No. 6, December 2011, pp. 1571-1584.
IEEE DOI Link 1112
See also Behavioural Analysis with Movement Cluster Model for Concurrent Actions. BibRef

Erdem, E.[Erkut], Dubuisson, S.[Séverine], Bloch, I.[Isabelle],
Visual tracking by fusing multiple cues with context-sensitive reliabilities,
PR(45), No. 5, May 2012, pp. 1948-1959.
Elsevier DOI Link
WWW Version. 1201
Visual tracking; Data fusion; Multiple cues; Particle filter BibRef

Li, G.R.[Guo-Rong], Huang, Q.M.[Qing-Ming], Pang, J.B.[Jun-Biao], Jiang, S.Q.[Shu-Qiang], Qin, L.[Lei],
Online selection of the best k-feature subset for object tracking,
JVCIR(23), No. 2, February 2012, pp. 254-263.
Elsevier DOI Link
WWW Version. 1201
Object tracking; Feature subset selection; Feature selection; Feature subset tree; Conditional entropy; Greedy search algorithm; Particle filter; Online selection BibRef

Madrigal, F.[Francisco], Rivera, M.[Mariano], Hayet, J.B.[Jean-Bernard],
Learning and Regularizing Motion Models for Enhancing Particle Filter-Based Target Tracking,
PSIVT11(II: 287-298).
Springer DOI Link 1111
BibRef

Cherng, D.C.[Der-Chun], Yang, S.Y.[Sheng-Yan], Shen, C.F.[Chun-Fu], Lu, Y.C.[Yan-Chen],
Real time color based particle filtering for object tracking with dual cache architecture,
AVSBS11(148-153).
IEEE DOI Link 1111
BibRef

Song, C.K.[Chang-Kyu], Son, J.[Jeany], Kwak, S.[Suha], Han, B.H.[Bo-Hyung],
Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking,
BMVC11(xx-yy).
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Lopez-Mendez, A.[Adolfo], Alcoverro, M.[Marcel], Pardas, M.[Montse], Casas, J.R.[Josep R.],
Approximate partitioning of observations in hierarchical particle filter body tracking,
CVCG11(19-24).
IEEE DOI Link 1106
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Lee, H.S.[Hee Seok], Lee, K.M.[Kyoung Mu],
Mutiswarm particle filter for robust tracking under observation ambiguity,
FCV11(1-6).
IEEE DOI Link 1102
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del-Bianco, C.R.[Carlos R.], Jaureguizar, F.[Fernando], Garcia, N.[Narciso],
Bayesian visual surveillance: A model for detecting and tracking a variable number of moving objects,
ICIP11(1437-1440).
IEEE DOI Link 1201
BibRef
Earlier:
Visual tracking of multiple interacting objects through Rao-Blackwellized Data Association Particle Filtering,
ICIP10(821-824).
IEEE DOI Link 1009
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Enda, N.[Naoki], Fukui, S.[Shinji], Iwahori, Y.[Yuji], Woodham, R.J.[Robert J.],
Improvement of Particle Filtering for Intersection of Targets with Similar Patterns,
MVA09(223-).
PDF Version. 0905
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Kim, D.Y.[Du Yong], Yang, E.[Ehwa], Jeon, M.[Moongu], Shin, V.[Vladimir],
Robust Auxiliary Particle Filter with an Adaptive Appearance Model for Visual Tracking,
ACCV10(III: 718-731).
Springer DOI Link 1011
BibRef
Earlier:
Receding Horizon Estimation for Hybrid Particle Filters and Application for Robust Visual Tracking,
ICPR10(3508-3512).
IEEE DOI Link 1008
BibRef

Ni, Z.F.[Ze-Feng], Sunderrajan, S.[Santhoshkumar], Rahimi, A.[Amir], Manjunath, B.S.,
Distributed particle filter tracking with online multiple instance learning in a camera sensor network,
ICIP10(37-40).
IEEE DOI Link 1009
BibRef
And:
Particle Filter Tracking with Online Multiple Instance Learning,
ICPR10(2616-2619).
IEEE DOI Link 1008
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Exner, D.[David], Bruns, E.[Erich], Kurz, D.[Daniel], Grundhofer, A.[Anselm], Bimber, O.[Oliver],
Fast and robust CAMShift tracking,
CVCGI10(9-16).
IEEE DOI Link 1006
kernel-based tracking. Deal with appearance changes. BibRef

Rehrl, T., Theissing, N., Bannat, A., Gast, J., Arsic, D., Wallhoff, F., Rigoll, G., Mayer, C., Radig, B.,
Graphical Models for real-time capable gesture recognition,
ICIP10(2445-2448).
IEEE DOI Link 1009
BibRef

Rehrl, T., Theissing, N., Bannat, A., Gast, J., Arsic, D., Wallhoff, F., Rigoll, G.,
Tracking using Bayesian inference with a two-layer Graphical Model,
ICIP10(3961-3964).
IEEE DOI Link 1009
BibRef

Rehrl, T.[Tobias], Gast, J.[Jurgen], Theissing, N.[Nikolaus], Bannat, A.[Alexander], Arsic, D.[Dejan], Wallhoff, F.[Frank], Rigoll, G.[Gerhard], Mayer, C.[Christoph], Radig, B.[Bernd],
A Graphical Model for unifying tracking and classification within a multimodal Human-Robot Interaction scenario,
CVforHRI10(17-23).
IEEE DOI Link 1006
Particle tracking, Dynamic Bayesian Network classification. As part of the larger system for complete interaction. BibRef

Li, M.[Min], Chen, W.[Wei], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
Visual tracking via incremental self-tuning particle filtering on the affine group,
CVPR10(1315-1322).
IEEE DOI Link 1006
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Takala, V.[Valtteri], Cai, Y.H.[Ying-Hao], Pietikainen, M.[Matti],
Boosting Clusters of Samples for Sequence Matching in Camera Networks,
ICPR10(400-403).
IEEE DOI Link 1008
BibRef

Cai, Y.H.[Ying-Hao], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu], Pietikainen, M.[Matti],
Recovering the Topology of Multiple Cameras by Finding Continuous Paths in a Trellis,
ICPR10(3541-3544).
IEEE DOI Link 1008
BibRef

Cai, Y.H.[Ying-Hao], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
Human appearance matching across multiple non-overlapping cameras,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef
And:
Matching tracking sequences across widely separated cameras,
ICIP08(765-768).
IEEE DOI Link 0810
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Liu, Z.[Zhou], Chen, W.[Wei], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
A Probabilistic Framework Based on KDE-GMM hybrid model(KGHM) for Moving Object Segmentation in Dynamic Scenes,
VS08(xx-yy). 0810
BibRef

Cai, Y.H.[Ying-Hao], Chen, W.[Wei], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
Continuously Tracking Objects Across Multiple Widely Separated Cameras,
ACCV07(I: 843-852).
Springer DOI Link 0711
BibRef

Aksel, A.[Alla], Acton, S.T.[Scott T.],
Target tracking using the snake particle filter,
Southwest10(33-36).
IEEE DOI Link 1005
BibRef

Zhang, X.Q.[Xiao-Qin], Hu, W.M.[Wei-Ming], Maybank, S.[Steve],
A Smarter Particle Filter,
ACCV09(II: 236-246).
Springer DOI Link 0909
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 Link
PDF Version. 0909
BibRef

Lin, C.C.[Chung-Ching], Wolf, W.[Wayne],
MCMC-based feature-guided particle filtering for tracking moving objects from a moving platform,
EmbedCV09(828-833).
IEEE DOI Link 0910
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Saboune, J.[Jamal], Laganiere, R.[Robert],
People detection and tracking using the Explorative Particle Filtering,
VS09(1298-1305).
IEEE DOI Link 0910
BibRef

Sugano, H.[Hiroki], Miyamoto, R.[Ryusuke],
Hardware implementation of a cascade particle filter,
ICIP09(3257-3260).
IEEE DOI Link 0911
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Zhou, Y.[Yifan], Benois-Pineau, J.[Jenny], Nicolas, H.[Henri],
Multi-object particle filter tracking with automatic event analysis,
ARTEMIS10(21-26).
WWW Version. 1111
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Earlier: A1, A3, A2:
A multi-resolution particle filter tracking in a multi-camera environment,
ICIP09(4065-4068).
IEEE DOI Link 0911
BibRef

Guo, F.[Feng], Qian, G.[Gang],
3D arm movement tracking using adaptive particle filter,
ICIP09(4069-4072).
IEEE DOI Link 0911
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Heo, P.G.[Pyeong-Gang], Park, S.J.[Su-Jin], Jin, S.H.[Sang-Hung], Yeou, B.Y.[Bo Yeoun], Park, H.W.[Hyun-Wook],
An object tracking method using particle filter and scale space model,
ICIP09(4081-4084).
IEEE DOI Link 0911
BibRef

Wang, Y.[Yi], Schultz, R.R.[Richard R.],
Tracking occluded targets in high-similarity background: An online training, non-local appearance model and periodic hybrid particle filter with projective transformation,
ICIP09(4093-4096).
IEEE DOI Link 0911
BibRef

Cuevas, C.[Carlos], del Blanco, C.R.[Carlos R.], Garcia, N.[Narciso], Jaureguizar, F.[Fernando],
Segmentation-tracking feedback approach for high-performance video surveillance applications,
Southwest10(41-44).
IEEE DOI Link 1005
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 Link 1009
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Nieto, M.[Marcos], Cuevas, C.[Carlos], Salgado, L.[Luis],
Measurement-based reclustering for multiple object tracking with particle filters,
ICIP09(4097-4100).
IEEE DOI Link 0911
BibRef

El-Halym, H.A.A.[Howida A. Abd], Mahmoud, I.I.[Imbaby I.], Habib, S.E.D.,
Efficient hardware architecture for Particle Filter based object tracking,
ICIP10(4497-4500).
IEEE DOI Link 1009
BibRef

El-Halym, H.A.A.[Howida A. Abd], Mahmoud, I.I.[Imbaby I.], AbdelTawab, A., Habib, S.E.D.,
Appraisal of an enhanced Particale Filter for object tracking,
ICIP09(4105-4108).
IEEE DOI Link 0911
BibRef

Gribben, H., Miller, P., Zhang, J.G.[Jian-Guo], Browne, M.,
Poisson Kalman Particle Filtering for Tracking Centrosomes in Low-Light 3-D Confocal Image Sequences,
IMVIP09(83-88).
IEEE DOI Link 0909
BibRef

Seyyedi, M.A.P.[Mohsen Aabbas Pour], Miller, P.[Paul], Gribben, H.[Hugh],
Improved Elastic Registration of Low-Contrast Fluorescent Microscopy Images Using the Behaviour of Local Similarity,
BMVC11(xx-yy).
HTML Version. 1110
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Gribben, H., Miller, P., Wang, H., Browne, M.,
Automated Segmentation of Low-Light Level Imagery using Poisson MAP-MRF Labelling,
BMVC07(xx-yy).
PDF Version. 0709
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Luo, C.[Cheng], Cai, X.C.[Xiong-Cai], Zhang, J.[Jian],
GATE: A Novel Robust Object Tracking Method Using the Particle Filtering and Level Set Method,
DICTA08(378-385).
IEEE DOI Link 0812
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Pinkiewicz, T., Williams, R., Purser, J.,
Application of the Particle Filter to Tracking of Fish in Aquaculture Research,
DICTA08(457-464).
IEEE DOI Link 0812
BibRef

Fazli, S.[Saeid], Pour, H.M.[Hamed Moradi], Bouzari, H.[Hamed],
Particle Filter Based Object Tracking with Sift and Color Feature,
ICMV09(89-93).
IEEE DOI Link 0912
BibRef

Pan, Z.D.[Zhi-Dong],
An Optimal Method for Dynamic Particle Image Sequence,
CISP09(1-5).
IEEE DOI Link 0910
BibRef

Yang, S.Y.[Shu-Ying], Ma, Q.[Qin], Huang, W.J.[Wen-Juan],
Particle Swarm Optimized Unscented Particle Filter for Target Tracking,
CISP09(1-5).
IEEE DOI Link 0910
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Meng, J.[Juan], Li, M.[Muguo], Du, H.[Hai],
Particle Selection Strategy for Three-Dimensional Particle Image Velocimetry,
CISP09(1-5).
IEEE DOI Link 0910
BibRef

Li, H.W.[Hong-Wei], Wang, J.[Jun], Liu, Y.C.[Yu-Chun],
Passive Coherent Radar Tracking Algorithm Based on Particle Filter and Multiple TDOA Measurements,
CISP09(1-4).
IEEE DOI Link 0910
BibRef

Porikli, F.M.[Fatih M.], Pan, P.[Pan],
Regressed Importance Sampling on Manifolds for Efficient Object Tracking,
AVSBS09(406-411).
IEEE DOI Link 0909
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Kwon, J.S.[Jun-Seok], Lee, K.M.[Kyoung Mu],
Visual tracking decomposition,
CVPR10(1269-1276).
IEEE DOI Link Video of talk:
WWW Version. 1006
BibRef

Kwon, J.H.[Jung-Hyun], Lee, K.M.[Kyoung Mu],
Monocular SLAM with locally planar landmarks via geometric rao-blackwellized particle filtering on Lie groups,
CVPR10(1522-1529).
IEEE DOI Link 1006
BibRef

Kwon, J.H.[Jung-Hyun], Lee, K.M.[Kyoung Mu], Park, F.C.[Frank C.],
Visual tracking via geometric particle filtering on the affine group with optimal importance functions,
CVPR09(991-998).
IEEE DOI Link 0906
BibRef

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

Gao, H.Z.[Hong-Zhi], Green, R.,
Application of tabu search optimization in realtime video tracking,
IVCNZ09(23-28).
IEEE DOI Link 0911
BibRef

Gao, H.Z.[Hong-Zhi], Green, R.[Richard],
A sequential Monte Carlo method for particle filters,
IVCNZ08(1-6).
IEEE DOI Link 0811
BibRef

Ulker, Y.[Yener], Gunsel, B.[Bilge], Kirbiz, S.[Serap],
A multiple model structure for tracking by variable rate particle filters,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Li, H.W.[Hong-Wei], Wu, Y.[Yi], Lu, H.Q.[Han-Qing],
Visual Tracking Using Particle Filters with Gaussian Process Regression,
PSIVT09(261-270).
Springer DOI Link 0901
BibRef

Wu, Y.[Yi], Wu, B.[Bo], Liu, J.[Jia], Lu, H.Q.[Han-Qing],
Probabilistic tracking on Riemannian manifolds,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Liu, R.[Rong], Cheng, J.[Jian], Lu, H.Q.[Han-Qing],
A robust boosting tracker with minimum error bound in a co-training framework,
ICCV09(1459-1466).
IEEE DOI Link 0909
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 Link 0810
BibRef

Shen, Y.[Yao], Guturu, P.[Parthasarathy], Damarla, T.[Thyagaraju], Buckles, B.P.[Bill P.],
Particle Filter Based Object Tracking with Discriminative Feature Extraction and Fusion,
ISVC08(II: 246-256).
Springer DOI Link 0812
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 Link 1201
See also Foreground Segmentation via Background Modeling on Riemannian Manifolds. BibRef

Henriques, J.F.[Joao F.], Caseiro, R.[Rui], Batista, J.P.[Jorge P.],
Tracking in streamed video by updating globally optimal matchings,
ICIP10(81-84).
IEEE DOI Link 1009
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 Link 0911
BibRef
And:
Kernel Based Multi-object Tracking Using Gabor Functions Embedded in a Region Covariance Matrix,
IbPRIA09(72-79).
Springer DOI Link 0906
BibRef
Earlier:
Multi-object tracking using an adaptive transition model particle filter with region covariance data association,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef
And:
A region covariance embedded in a particle filter for multi-objects tracking,
VS08(xx-yy). 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

del-Blanco, C.R.[Carlos R.], Mohedano, R.[Raul], Garcia, N.[Narciso], Salgado, L.[Luis], Jaureguizar, F.[Fernando],
Color-based 3D particle filtering for robust tracking in heterogeneous environments,
ICDSC08(1-10).
IEEE DOI Link 0809
BibRef

Mohedano, R.[Raúl], García, N.[Narciso],
Visibility-Based Observation Model for 3D Tracking with Non-parametric 3D Particle Filters,
ISVC09(II: 150-159).
Springer DOI Link 0911
BibRef

Mohedano, R.[Raúl], García, N.[Narciso], Salgado, L.[Luis], Jaureguizar, F.[Fernando],
3D Tracking Using Multi-view Based Particle Filters,
ACIVS08(xx-yy).
Springer DOI Link 0810
See also Automatic Feature-Based Stabilization of Video with Intentional Motion through a Particle Filter. BibRef

Song, X.[Xuan], Shao, X.W.[Xiao-Wei], Zhao, H.J.[Hui-Jing], Cui, J.S.[Jin-Shi], Shibasaki, R.[Ryosuke], Zha, H.B.[Hong-Bin],
An online approach: Learning-Semantic-Scene-by-Tracking and Tracking-by-Learning-Semantic-Scene,
CVPR10(739-746).
IEEE DOI Link 1006
Trajectories help in identification, identification helps in trajectories. 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 Link 0810
BibRef
Earlier:
Probabilistic Detection-based Particle Filter for Multi-target Tracking,
BMVC08(xx-yy).
PDF Version. 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 Link 0806
BibRef

Dore, A.[Alessio], Cattoni, A.F.[Andrea F.], Regazzoni, C.S.[Carlo S.],
A particle filter based fusion framework for video-radio tracking in smart spaces,
AVSBS07(99-104).
IEEE DOI Link 0709
BibRef

Cho, S.H.[Shung Han], Lee, J.S.[Jin-Seok], Hong, S.J.[Sang-Jin],
Passive sensor based dynamic object association with particle filtering,
AVSBS07(206-211).
IEEE DOI Link 0709
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 Link 0709
BibRef

Lim, S.N.[Ser-Nam], Davis, L.S.[Larry S.],
An Ease-of-Use Stereo-Based Particle Filter for Tracking Under Occlusion,
HUMO07(225-239).
Springer DOI Link 0710
BibRef

Rane, N.[Nikhil], Birchfield, S.T.[Stan T.],
Isomap Tracking with Particle Filtering,
ICIP07(II: 513-516).
IEEE DOI Link 0709
BibRef

Miyaki, T., Yamasaki, T., Aizawa, K.,
Tracking Persons using Particle Filter Fusing Visual and Wi-Fi Localizations for Widely Distributed Camera,
ICIP07(III: 225-228).
IEEE DOI Link 0709
BibRef
And:
Multi-Sensor Fusion Tracking Using Visual Information and WI-Fl Location Estimation,
ICDSC07(275-282).
IEEE DOI Link 0709
BibRef

Kong, K.Y.[Koon Yin], Marcus, A.I.[Adam I.], Giannakakou, P.[Paraskevi], Wang, M.D.[May D.],
Using Particle Filter to Track and Model Microtubule Dynamics,
ICIP07(V: 517-520).
IEEE DOI Link 0709
BibRef

Lanz, O.[Oswald],
An information theoretic rule for sample size adaptation in particle filtering,
CIAP07(317-322).
IEEE DOI Link 0709
Adapt resolution to suit needs. BibRef

Zhang, F.[Fan], Goodlett, C.[Casey], Hancock, E.R.[Edwin R.], Gerig, G.[Guido],
Probabilistic Fiber Tracking Using Particle Filtering and Von Mises-Fisher Sampling,
EMMCVPR07(303-317).
Springer DOI Link 0708
BibRef

Scovanner, P.[Paul], Ali, S.[Saad], Shah, M.[Mubarak],
A 3-Dimensional SIFT Descriptor and its Application to Action Recognition,
MMC07(xx-yy).
PDF Version. BibRef 0700

Ali, S.[Saad], Shah, M.[Mubarak],
A Supervised Learning Framework for Generic Object Detection in Images,
ICCV05(II: 1347-1354).
IEEE DOI Link 0510
BibRef
Earlier:
An Integrated Approach for Generic Object Detection Using Kernel PCA and Boosting,
ICME05(xx-yy).
PDF Version. Combine Kernel PCA and AdaBoost. BibRef

Ali, S.[Saad], Shah, M.[Mubarak],
A Lagrangian Particle Dynamics Approach for Crowd Flow Segmentation and Stability Analysis,
CVPR07(1-6).
IEEE DOI Link
PDF Version. Dataset, Surveillance. The dataset for this paper is available:
WWW Version. 0706
BibRef

Ali, S.[Saad],
Crowd Flow Segmentation and Stability Analysis,
Online2007
HTML Version. The more general discussion of the issues of the other papers. Includes a more complete dataset and pointers to other useful code. Dataset, Surveillance.
WWW Version. BibRef 0700

Fleck, S.[Sven], Hoffmann, M.[McElory], Hunter, K.[Karin], Schilling, A.[Andreas],
PFAAM: An Active Appearance Model based Particle Filter for both Robust and Precise Tracking,
CRV07(339-346).
IEEE DOI Link 0705
BibRef

Li, P.H.[Pei-Hua], Wang, H.J.[Hai-Jing],
Object Tracking with Particle Filter Using Color Information,
MIRAGE07(534-541).
Springer DOI Link 0703
BibRef

Kawamoto, K.[Kazuhiko],
Optical Flow-Driven Motion Model with Automatic Variance Adjustment for Adaptive Tracking,
ACCV07(I: 555-564).
Springer DOI Link 0711
BibRef

Kawamoto, K.[Kazuhiko],
Guided Importance Sampling Based Particle Filtering for Visual Tracking,
PSIVT06(158-167).
Springer DOI Link 0612
BibRef

Shao, J.[Jie], Chellappa, R., Porikli, F.M.[Fatih M.],
Shape-Regulated Particle Filtering for Tracking Non-Rigid Objects,
ICIP06(2813-2816).
IEEE DOI Link 0610
BibRef

Desurmont, X., Machy, C., Mancas-Thillou, C., Severin, D., Delaigle, J.F.,
Effects of Parameters Variations in Particle Filter Tracking,
ICIP06(2789-2792).
IEEE DOI Link 0610
BibRef

Klein, G.S.W., Murray, D.W.,
Full-3D Edge Tracking with a Particle Filter,
BMVC06(III:1119).
PDF Version. 0609
BibRef

Marshall, J., Mills, S., Benford, S.,
Using Object Interactions to Improve Particle Filter Performance,
BMVC06(I:337).
PDF Version. 0609
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 Link 0709
BibRef

Osawa, T.[Tatsuya], Wu, X.J.[Xiao-Jun], Wakabayashi, K.[Kaoru], Yasuno, T.[Takayuki],
Human Tracking by Particle Filtering Using Full 3D Model of Both Target and Environment,
ICPR06(II: 25-28).
IEEE DOI Link 0609
BibRef

Leoputra, W.[Wilson], Tan, T.L.[Te-Le], Lim, F.L.[Fee Lee],
Non-overlapping Distributed Tracking using Particle Filter,
ICPR06(III: 181-185).
IEEE DOI Link 0609
BibRef

Hafez, A.H.A.[A. H. Abdul], Jawahar, C.V.,
Target Model Estimation using Particle Filters for Visual Servoing,
ICPR06(IV: 651-654).
IEEE DOI Link 0609
BibRef
And:
Probabilistic Integration of 2D and 3D Cues for Visual Servoing,
ICARCV06(1-6).
IEEE DOI Link 0612
BibRef

Hafez, A.H.A., Jawahar, C.V.,
Improvement to the Minimization of Hybrid Error Functions for Pose Alignment,
ICARCV06(1-6).
IEEE DOI Link 0612
BibRef

Kim, S.M.[Sung-Min], Park, C.B.[Chang-Beom], Lee, S.W.[Seong-Whan],
Tracking 3D Human Body using Particle Filter in Moving Monocular Camera,
ICPR06(IV: 805-808).
IEEE DOI Link 0609
BibRef

Nguyen, C.T.[Chuong T.], Havlicek, J.P.[Joseph P.], Yeary, M.[Mark],
Modulation Domain Template Tracking,
OTCBVS07(1-8).
IEEE DOI Link 0706
See also Modulation domain texture decomposition. BibRef

Zhai, Y., Yeary, M., Noyer, J.C., Havlicek, J.P.[Joseph P.], Nemati, S., Lanvin, P.,
Visual Target Tracking using Improved and Computationally Efficient Particle Filtering,
ICIP06(1757-1760).
IEEE DOI Link 0610
BibRef

Zhai, Y.[Yan], Yeary, M., Havlicek, J.P., Noyer, J.C., Lanvin, P.,
Visual Tracking Using Sequential Importance Sampling with a State Partition Technique,
ICIP05(III: 876-879).
IEEE DOI Link 0512
BibRef

Johnston, C.M.[Colin M.], Mould, N.A.[Nicholas A.], Havlicek, J.P.[Joseph P.],
Multichannel dual domain infrared target tracking for highly evolutionary target signatures,
ICIP09(4117-4120).
IEEE DOI Link 0911
BibRef

Johnston, C.M.[Colin M.], Mould, N.A.[Nicholas A.], Havlicek, J.P.[Joseph P.], Fan, G.L.[Guo-Liang],
Dual domain auxiliary particle filter with integrated target signature update,
OTCBVS09(54-59).
IEEE DOI Link 0906
BibRef

Fan, G.L.[Guo-Liang], Venkataraman, V.B.[Vijay Bhaskar], Tang, L.[Li], Havlicek, J.P.[Joseph P.],
A Comparative Study of Boosted and Adaptive Particle Filters for Affine-Invariant Target Detection and Tracking,
OTCBVS06(138).
IEEE DOI Link 0609
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 Link 0512
BibRef

Venkataraman, V.[Vijay], Fan, G.L.[Guo-Liang], Fan, X.[Xin],
Target Tracking with Online Feature Selection in FLIR Imagery,
OTCBVS07(1-8).
IEEE DOI Link 0706
BibRef

Ortegon-Aguilar, J.[Jaime], Bayro-Corrochano, E.[Eduardo],
Omnidirectional Vision Tracking with Particle Filter,
ICPR06(III: 1115-1118).
IEEE DOI Link 0609
See also Lie algebra approach for tracking and 3D motion estimation using monocular vision. BibRef

Wang, Q.C.[Qi-Cong], Liu, J.L.[Ji-Lin], Wu, Z.G.[Zhi-Gang],
Object Tracking Using Genetic Evolution Based Kernel Particle Filter,
IWCIA06(466-473).
Springer DOI Link 0606
BibRef

Schmidt, J., Fritsch, J.[Jannik], Kwolek, B.[Bogdan],
Kernel Particle Filter for Real-Time 3D Body Tracking in Monocular Color Images,
FGR06(567-572).
IEEE DOI Link 0604
BibRef

Wang, P.[Ping], Rehg, J.M.[James M.],
A Modular Approach to the Analysis and Evaluation of Particle Filters for Figure Tracking,
CVPR06(I: 790-797).
IEEE DOI Link 0606
BibRef

Wang, H.L.[Hee Lin], Cheong, L.F.[Loong-Fah],
MRF Augmented Particle Filter Tracker,
CVPR05(II: 1097-1103).
IEEE DOI Link 0507
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 Link 0706
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 Link 0509
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 Link 0509
See also On Reasoning over Tracking Events. 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 Link 0610
BibRef

Wang, H.J.[Hai-Jing], Li, P.H.[Pei-Hua], Zhang, T.W.[Tian-Wen],
Novel Likelihood Estimation Technique Based on Boosting Detector,
ICIP05(III: 477-480).
IEEE DOI Link 0512
Particle filter object tracking. BibRef

Wang, J.Y.[Jian-Yu], Chen, X.L.[Xi-Lin], Gao, W.[Wen],
Online Selecting Discriminative Tracking Features Using Particle Filter,
CVPR05(II: 1037-1042).
IEEE DOI Link 0507
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 Link 0502
BibRef

Tu, P.H.[Peter H.], Sebastian, T.[Thomas], Doretto, G.[Gianfranco], Krahnstoever, N.O.[Nils O.], Rittscher, J.[Jens], Yu, T.[Ting],
Unified Crowd Segmentation,
ECCV08(IV: 691-704).
Springer DOI Link 0810
BibRef

Tu, P.H.[Peter H.], Rittscher, J.[Jens],
Crowd Segmentation Through Emergent Labeling,
SMVP04(187-198).
WWW Version. 0505
BibRef

Sullivan, J.[Josephine], Rittscher, J.[Jens],
Guiding Random Particles by Deterministic Search,
ICCV01(I: 323-330).
IEEE DOI Link 0106
BibRef

Dellaert, F.[Frank], Kwatra, V.[Vivek], Oh, S.M.[Sang Min],
Mixture Trees for Modeling and Fast Conditional Sampling with Applications in Vision and Graphics,
CVPR05(I: 619-624).
IEEE DOI Link 0507
fast conditional sampling for tracking. BibRef

Zhang, H.H.[Hai-Hong], Huang, W.M.[Wei-Min], Huang, Z.Y.[Zhi-Yong], Zhang, B.L.[Bai-Ling],
A particle filtering framework with indirect measurements for visual tracking,
ICARCV04(I: 723-728).
IEEE DOI Link 0412
BibRef

Zhang, Y.A.[Yong-An], Zhou, D.[Di], Duan, G.R.[Guang-Ren],
Passive position location estimation using particle filtering,
ICARCV04(III: 1635-1639).
IEEE DOI Link 0412
BibRef

Otsuka, K., Mukawa, N.,
A particle filter for tracking densely populated objects based on explicit multiview occlusion analysis,
ICPR04(IV: 745-750).
IEEE DOI Link 0409
BibRef
And:
Multiview occlusion analysis for tracking densely populated objects based on 2-D visual angles,
CVPR04(I: 90-97).
IEEE Abstract. 0408
BibRef

Bando, T., Shibata, T., Doya, K., Ishii, S.[Shin],
Switching particle filters for efficient real-time visual tracking,
ICPR04(II: 720-723).
IEEE DOI Link 0409
BibRef

Zhang, H.H.[Hai-Hong], Huang, W.M.[Wei-Min], Huang, Z.Y.[Zhi-Yong], Li, L.Y.[Li-Yuan],
Affine Object Tracking with Kernel-Based Spatial-Color Representation,
CVPR05(I: 293-300).
IEEE DOI Link 0507
BibRef

Zhang, H.H.[Hai-Hong], Huang, Z.Y.[Zhi-Yong], Huang, W.M.[Wei-Min], Li, L.Y.[Li-Yuan],
Kernel-based method for tracking objects with rotation and translation,
ICPR04(II: 728-731).
IEEE DOI Link 0409
BibRef

Satoh, Y., Okatani, T., Deguchi, K.,
A color-based tracking by Kalman particle filter,
ICPR04(III: 502-505).
IEEE DOI Link 0409
BibRef

Lichtenauer, J.F., Reinders, M.J.T., Hendriks, E.A.,
Influence of the observation likelihood function on particle filtering performance in tracking applications,
AFGR04(767-772).
IEEE Abstract. 0411
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).
WWW Version. 0405
BibRef

Duraiswami, R., Zotkin, D.N., Davis, L.S.,
Multimodal 3D tracking and Event Detection via the Particle Filter,
EventVideo01(20-27).
IEEE DOI Link 0106
BibRef

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