16.6.2.1.2 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. IEEE Top Reference. 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. IEEE Top Reference. 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).
WWW Version. 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

Maggio, E.[Emilio], Cavallaro, A.[Andrea],
Accurate appearance-based Bayesian tracking for maneuvering targets,
CVIU(113), No. 4, April 2009, pp. 544-555.
Elsevier DOI Link
WWW Version. 0903
Object representation; Color histogram; Tracking; Mean Shift; Particle Filter BibRef

Maggio, E.[Emilio], Cavallaro, A.[Andrea],
Learning Scene Context for Multiple Object Tracking,
IP(18), No. 8, August 2009, pp. 1873-1884.
IEEE DOI Link 0907
BibRef

Wang, J.Q.[Jun-Qiu], Yagi, Y.S.[Yasu-Shi],
Integrating Color and Shape-Texture Features for Adaptive Real-Time Object Tracking,
IP(17), No. 2, February 2008, pp. 235-240.
IEEE DOI Link 0801
BibRef

Wang, J.Q.[Jun-Qiu], Yagi, Y.S.[Yasu-Shi],
Switching local and covariance matching for efficient object tracking,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef
And:
Patch-based adaptive tracking using spatial and appearance information,
ICIP08(1564-1567).
IEEE DOI Link 0810
BibRef
Earlier:
Discriminative Mean Shift Tracking with Auxiliary Particles,
ACCV07(I: 576-585).
Springer DOI Link 0711
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.
WWW Version. 0803
BibRef
Earlier:
A Target Dependent Colorspace for Robust Tracking,
ICPR06(III: 43-46).
WWW Version. 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. IEEE Top Reference. 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, HM. 0706
BibRef

Nikitidis, S., Zafeiriou, S., 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. IEEE Top Reference. 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). 0610

IEEE DOI Link 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).
WWW Version. 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., 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., 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], Nebel, J.C., Makris, D., Orrite-Urunuela, C.[Carlos],
Tracking Human Body Parts Using Particle Filters Constrained by Human Biomechanics,
BMVC08(xx-yy).
PDF Version. 0809
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

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

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.[Richard],
A sequential Monte Carlo method for particle filters,
IVCNZ08(1-6).
IEEE DOI Link 0811
BibRef

Prakash, R.S.[R. Senthil], Aravind, R.,
Modulation-domain particle filter for template tracking,
ICPR08(1-4).
IEEE DOI Link 0812
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

Chenouard, N.[Nicolas], Bloch, I.[Isabelle], Olivo-Marin, J.C.[Jean-Christophe],
Feature-aided particle tracking,
ICIP08(1796-1799).
IEEE DOI Link 0810
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

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

Nigam, C., Babu, R.V., Raja, S.K., Ramakrishnan, K.R.,
Feature Fusion for Robust Object Tracking Using Fragmented Particles,
ICDSC07(283-290).
IEEE DOI Link 0709
BibRef

Palaio, H.[Hélio], Batista, J.P.[Jorge P.],
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

Caulfield, D., Dawson-Howe, K.M.,
Evaluation of Multi-part Models for Mean-Shift Tracking,
IMVIP08(77-82).
IEEE DOI Link 0809
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], 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], 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

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

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

Lakaemper, R.[Rolf], Sobel, M.[Marc],
Correspondences between parts of shapes with particle filters,
CVPR08(1-8).
IEEE DOI Link 0806
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], Park, J.[Johnny], Kak, A.C.[Avinash C.],
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 0808

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

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

Pridmore, T.P., Naeem, A., Mills, S.,
Managing Particle Spread via Hybrid Particle Filter/Kernel Mean Shift Tracking,
BMVC07(xx-yy).
PDF Version. 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

Taj, M.[Murtaza], Cavallaro, A.[Andrea],
Object and Scene-Centric Activity Detection Using State Occupancy Duration Modeling,
AVSBS08(164-171).
IEEE DOI Link 0809
BibRef
Earlier:
Multi-Camera Scene Analysis using an Object-Centric Continuous Distribution Hidden Markov Model,
ICIP07(IV: 549-552).
IEEE DOI Link 0709
BibRef

Bregonzio, M.[Matteo], Taj, M.[Murtaza], Cavallaro, A.[Andrea],
Multi-Modal Particle Filtering Tracking using Appearance, Motion and Audio Likelihoods,
ICIP07(V: 33-36).
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], Chippendale, P.[Paul], Brunelli, R.[Roberto],
An Appearance-Based Particle Filter for Visual Tracking in Smart Rooms,
MTPH07(xx-yy).
Springer DOI Link 0705
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.[Edwin], 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). 0610

IEEE DOI Link BibRef

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

IEEE DOI Link 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).
WWW Version. 0609
BibRef

Hotta, K.[Kazuhiro],
Adaptive Weighting of Local Classifiers by Particle Filter,
ICPR06(II: 610-613).
WWW Version. 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).
WWW Version. 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).
WWW Version. 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).
WWW Version. 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
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). 0610

IEEE DOI Link 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.[Nick], 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).
WWW Version. 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.[Ian], 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

Yang, C.J.[Chang-Jiang], Duraiswami, R.[Ramani], Davis, L.S.[Larry S.],
Fast Multiple Object Tracking via a Hierarchical Particle Filter,
ICCV05(I: 212-219).
IEEE DOI Link 0510
Color and edge orientation. Coarse-to-fine matching. BibRef

Yang, C.J.[Chang-Jiang], Duraiswami, R.[Ramani], Davis, L.S.[Larry S.],
Efficient Mean-Shift Tracking via a New Similarity Measure,
CVPR05(I: 176-183).
IEEE DOI Link 0507
Alternate similarity measure for tracking. BibRef

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

Deguchi, K., Kawanaka, O., Okatani, T.,
Object tracking by the mean-shift of regional color distribution combined with the particle-filter algorithm,
ICPR04(III: 506-509).
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. IEEE Top Reference. 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 .