18.3.4 Extract Moving Objects from Sequences

Chapter Contents (Back)
Motion, Segmentation. Segmentation, Motion. Object Segmentation. Sequences.

Mutch, K.M.[Kathleen M.], (now at Arizona State, Tempe) and Thompson, W.B.[William B.],
Analysis of Accretion and Deletion at Boundaries in Dynamic Scenes,
PAMI(7), No. 2, March 1985, pp. 133-138. BibRef 8503
Earlier: TR 84-7, Computer Science Dept, Univ. of Minnesota55455, May 1984. Analysis of the changes (adding and removing) in regions at boundaries when one object moves relative to the other. This can give the optic flow data for the region near the boundary. BibRef

Thompson, W.B.,
Combining Motion and Contrast for Segmentation,
PAMI(2), No. 6, November 1980, pp. 543-549. Brightness is used for static segmentation then merge regions based on motion similarities. BibRef 8011

Fennema, C.L., and Thompson, W.B.,
Velocity Determination in Scenes Containing Several Moving Objects,
CGIP(9), No. 4, April 1979, pp. 301-315.
WWW Version. Hough. Motion, Segmentation. Similar to the Lucas technique, but earlier (and not referenced initially by Lucas ( See also Generalized Image Matching by the Method of Differences. )). Uses a hough technique for translation estimate and relaxation for motion based segmentation. BibRef 7904

Thompson, W.B., and Pong, T.C.,
Detecting Moving Objects,
IJCV(4), No. 1. January 1990, pp. 39-58. BibRef 9001
Earlier: ICCV87(201-208). Several different restricted techniques are developed for motion detection using camera motion or scene structure and flow fields. BibRef

François, E.[Edouard], Bouthemy, P.[Patrick],
Motion Segmentation and Qualitative Dynamic Scene Analysis from an Image Sequence,
IJCV(10), No. 2, May 1993, pp. XX. BibRef 9305
Earlier:
Multiframe-Based Identification of Mobile Components of a Scene with a Moving Camera,
CVPR91(166-172).
IEEE Abstract. IEEE Top Reference. Segment based on differences then analyze the regions. BibRef

François, E.[Edouard], Bouthemy, P.[Patrick],
The Derivation of Qualitative Information in Motion Analysis,
IVC(8), No. 4, November 1990, pp. 279-288. BibRef 9011
And: ECCV90(226-230).
WWW Version. 9004 BibRef

Francois, E.,
Interpretation Qualitative Du Mouvement a Partir d'une Sequence d'Images,
Ph.D.Universite de Rennes I, 1991. BibRef 9100

Meyer, F.G., and Bouthemy, P.,
Exploiting the Temporal Coherence of Motion for Linking Partial Spatiotemporal Trajectories,
CVPR93(746-747).
IEEE Abstract. IEEE Top Reference. BibRef 9300

Letang, J.M., Rebuffel, V., and Bouthemy, P.,
Motion Detection Robust to Perturbations: A Statistical Regularization and Temporal Integration Framework,
ICCV93(21-30).
WWW Version. BibRef 9300
Earlier:
Motion Detection Based on a Temporal Multiscale Approach,
ICPR92(I:65-68).
WWW Version. Multi-scale (temporal) decomposition followed by change detection to track moving objects. BibRef

Hennebert, C., Rebuffel, V., Bouthemy, P.,
A Hierarchical Approach for Scene Segmentation Based on 2D Motion,
ICPR96(I: 218-222).
WWW Version. 9608(LETI, DSYS, F) BibRef

Bouthemy, P., and Lalande, P.,
Detection and Tracking of Moving Objects Based on a Statistical Regularization Method in Space and Time,
ECCV90(307-311).
WWW Version. Find the moving objects (cars) with a stationary camera. BibRef 9000

Bouthemy, P., Santillana Rivero, J.,
A Hierarchical Likelihood Approach for Region Segmentation According to Motion-Based Criteria,
ICCV87(463-467). BibRef 8700

Gelgon, M.[Marc], Bouthemy, P.[Patrick],
A region-level motion-based graph representation and labeling for tracking a spatial image partition,
PR(33), No. 4, April 2000, pp. 725-740.
WWW Version. 0002 BibRef
Earlier:
A Region-Level Graph Labeling Approach to Motion-Based Segmentation,
CVPR97(514-519).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704MRF texture for regions, grouped by motion. BibRef

Fablet, R.[Ronan], Bouthemy, P.[Patrick], Gelgon, M.[Marc],
Moving Object Detection in Color Image Sequences using Region-Level Graph Labeling,
ICIP99(II:939-943).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Diehl, N.[Norbert],
Object-oriented motion estimation and segmentation in image sequences,
SP:IC(3), No. 1, February 1991, pp. 23-56.
WWW Version. 0001Model-based image analysis; motion estimation; image sequence analysis; image segmentation BibRef

Otsuki, A.[Akira],
Image processing device and method for sensing moving objects and rangefinder employing the same,
US_Patent5,212,547, 05/18/1993.
HTML Version. Compute background based on average of sequence, detect object from difference. BibRef 9305

Zheng, H.Y., Blostein, S.D.,
Motion-Based Object Segmentation and Estimation Using the MDL Principle,
IP(4), No. 9, September 1995, pp. 1223-1235.
WWW Version. BibRef 9509

Markandey, V., Reid, A., Wang, S.,
Motion Estimation for Moving Target Detection,
AeroSys(32), No. 3, July 1996, pp. 866-874. 9608 BibRef

Ehara, N., Sasase, I., Mori, S.,
Moving Target Detection by Quadrature Mirror Filter,
ECJ(79), No. 4, April 1996, pp. 55-62. 9605 BibRef

Nash, J.M., Carter, J.N., Nixon, M.S.,
Dynamic Feature-Extraction via the Velocity Hough Transform,
PRL(18), No. 10, October 1997, pp. 1035-1047. 9802 BibRef
Earlier:
The Velocity Hough Transform: A New Technique for Dynamic Feature Extraction,
ICIP97(II: 386-389).
WWW Version. BibRef

Lappas, P.[Pelopidas], Carter, J.N.[John N.], Damper, R.I.[Robert I.],
Robust evidence-based object tracking,
PRL(23), No. 1-3, January 2002, pp. 253-260.
HTML Version. 0201 BibRef
Earlier:
Object Tracking Via the Dynamic Velocity Hough Transform,
ICIP01(II: 371-374).
IEEE Abstract. IEEE Top Reference. 0108 BibRef

Lin, Y.T., Chen, Y.K., Kung, S.Y.,
A Principal Component Clustering Approach to Object Oriented Motion Segmentation and Estimation,
VLSIVideo(17), No. 2-3, November 1997, pp. 163-187. 9712 BibRef

Gu, C.[Chuang], Lee, M.C.[Ming-Chieh],
Semiautomatic Segmentation and Tracking of Semantic Video Objects,
CirSysVideo(8), No. 5, September 1998, pp. 572-584.
IEEE Top Reference. 9810 BibRef
Earlier:
Semantic video object tracking using region-based classification,
ICIP98(III: 643-647).
WWW Version. 9810 BibRef
Earlier:
Semantic Video Object Segmentation and Tracking Using Mathematical Morphology and Perspective Motion Model,
ICIP97(II: 514-517).
WWW Version. BibRef

Gatica-Perez, D.[Daniel], Gu, C.[Chuang], Sun, M.T.[Ming-Ting],
Semantic video object extraction using four-band watershed and partition lattice operators,
CirSysVideo(11), No. 5, May 2001, pp. 603-618.
IEEE Top Reference. 0105 BibRef
Earlier: A1, A3, A2:
Semantic Video Object Extraction Based on Backward Tracking of Multivalued Watershed,
ICIP99(II:145-149).
IEEE Abstract. IEEE Top Reference. BibRef

Gatica-Perez, D., Sun, M.T.[Ming-Ting], Gu, C.[Chuang],
Multiview extensive partition operators for semantic video object extraction,
CirSysVideo(11), No. 7, July 2001, pp. 788-801.
IEEE Top Reference. 0108 BibRef

Gatica-Perez, D., Sun, M.T.,
Generating Video Objects by Multiple-view Extensive Partition Lattice Operators,
ICIP00(Vol III: 508-511).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

Altunbasak, Y.[Yucel], Eren, P.E.[P. Erhan], Tekalp, A.M.[A. Murat],
Region-Based Parametric Motion Segmentation Using Color Information,
GMIP(60), No. 1, January 1998, pp. 13-23. BibRef 9801

Altunbasak, Y., Oten, R., and de Figueiredo, R.J.P.,
Simultaneous Object Segmentation, Multiple Object Tracking and Alpha Map Generation,
ICIP97(I: 69-72).
WWW Version. BibRef 9700

Altunbasak, Y.[Yucel], Mersereau, R.M., Patti, A.J.[Andrew J.],
A fast parametric motion estimation algorithm with illumination and lens distortion correction,
IP(12), No. 4, April 2003, pp. 395-408.
WWW Version. 0306 BibRef

Altunbasak, Y.[Yucel], Patti, A.J.[Andrew J.], King, O.D.[Oliver D.],
On Global Parametric Motion Estimation with Lens Distortion Correction,
ICIP99(III:686-690).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Foresti, G.L.,
Real-time detection of multiple moving objects in complex image sequences,
IJIST(10), No. 4, 1999, pp. 305-317. BibRef 9900

Nguyen, H.T., Worring, M., Dev, A.,
Detection of Moving Objects in Video Using a Robust Motion Similarity Measure,
IP(9), No. 1, January 2000, pp. 137-141.
WWW Version. 0001 BibRef

Castellano, G.[Gabriela], Boyce, J.[James], Sandler, M.[Mark],
Regularized CDWT optical flow applied to moving-target detection in IR imagery,
MVA(11), No. 6, 2000, pp. 277-288.
HTML Version. 0005 BibRef
Earlier:
Moving Target Detection in Infrared Imagery Using a Regularised CDWT Optical Flow,
CVBVS99(13).
WWW Version. 9906 BibRef

Sullivan, J., Blake, A., Isard, M., MacCormick, J.P.,
Bayesian Object Localisation in Images,
IJCV(44), No. 2, September 2001, pp. 111-135.
WWW Version. 0110 BibRef
Earlier:
Object Localization by Bayesian Correlation,
ICCV99(1068-1075).
WWW Version. Model both foreground (the object) and the background. Apply a bank of (approximately) independent filters, learn background/foreground distributions. BibRef

Sullivan, J., Blake, A., Rittscher, J.,
Statistical Foreground Modelling for Object Localisation,
ECCV00(II: 307-323).
WWW Version. 0003 BibRef

Rittscher, J., Kato, J., Joga, S., Blake, A.,
A Probabilistic Background Model for Tracking,
ECCV00(II: 336-350).
WWW Version. 0003 BibRef

Kim, B.G.[Byung-Gyu], Kim, D.J.[Do-Jong], Park, D.J.[Dong-Jo],
Novel precision target detection with adaptive thresholding for dynamic image segmentation,
MVA(12), No. 5, 2001, pp. 259-270.
HTML Version. 0103 BibRef

Kim, B.G.[Byung-Gyu], Park, D.J.[Dong-Jo],
Novel target segmentation and tracking based on fuzzy membership distribution for vision-based target tracking system,
IVC(24), No. 12, 1 December 2006, pp. 1319-1331.
WWW Version. 0610Image segmentation; Target detection; Three-dimensional feature; Fuzzy membership value; Optimal membership value BibRef

Kim, B.G.[Byung-Gyu], Park, D.J.[Dong-Jo],
Novel Noncontrast-Based Edge Descriptor for Image Segmentation,
CirSysVideo(16), No. 9, September 2006, pp. 1086-1095.
WWW Version. 0610 BibRef

Kim, B.G.[Byung-Gyu], Mah, P.S.[Pyeong-Soo], Park, D.J.[Dong-Jo], Jung, J.H.[Jik-Han], Park, J.S.[Ju-Seok],
Non-contrast based edge descriptor for image segmentation,
ICPR04(I: 572-575).
WWW Version. 0409 BibRef

Sarkar, S.[Sudeep], Majchrzak, D.[Daniel], Korimilli, K.[Kishore],
Perceptual Organization Based Computational Model for Robust Segmentation of Moving Objects,
CVIU(86), No. 3, June 2002, pp. 141-170.
WWW Version. 0301 BibRef

Korimilli, K.[Kishore], Sarkar, S.[Sudeep],
Motion Segmentation Based on Perceptual Organization of Spatio-temporal Volumes,
ICPR00(Vol III: 844-849).
WWW Version.
HTML Version. 0009 BibRef

Tuncel, E., Onural, L.,
Utilization of the Recursive Shortest Spanning Tree Algorithm for Video Object Segmentation by 2-D Affine Motion Modeling,
CirSysVideo(10), No. 5, August 2000, pp. 776-781.
IEEE Top Reference. 0008 BibRef

Alatan, A.A., Tuncel, E., and Onural, L.,
A Rule-Based Method for Object Segmentation in Video Sequences,
ICIP97(II: 522-525).
WWW Version. BibRef 9700

Lo, C.C.[Chi-Chun], Wang, S.J.[Shuenn-Jyi],
A histogram-based moment-preserving clustering algorithm for video segmentation,
PRL(24), No. 14, October 2003, pp. 2209-2218.
WWW Version. 0307 BibRef

Yang, G.[Gaobo], Yu, S.[Shengfa],
Modified intelligent scissors and adaptive frame skipping for video object segmentation,
RealTimeImg(11), No. 4, August 2005, pp. 310-322.
WWW Version. 0508 BibRef

Liu, Y., Zheng, Y.F.,
Video Object Segmentation and Tracking Using psi-Learning Classification,
CirSysVideo(15), No. 7, July 2005, pp. 885-899.
WWW Version. 0508 BibRef

Bashir, F.L., Qu, W.[Wei], Khokhar, A.A., Schonfeld, D.,
HMM-Based Motion Recognition System Using Segmented PCA,
ICIP05(III: 1288-1291).
WWW Version. 0512 BibRef

Heikkilä, M.[Marko], Pietikäinen, M.[Matti],
A Texture-Based Method for Modeling the Background and Detecting Moving Objects,
PAMI(28), No. 4, April 2006, pp. 657-662.
WWW Version. 0604 BibRef

Heikkila, M., Pietikainen, M., Heikkila, J.,
A Texture-based Method for Detecting Moving Objects,
BMVC04(xx-yy).
HTML Version. 0508 BibRef

Vazquez, C., Mitiche, A., Laganiere, R.,
Joint Multiregion Segmentation and Parametric Estimation of Image Motion by Basis Function Representation and Level Set Evolution,
PAMI(28), No. 5, May 2006, pp. 782-793.
WWW Version. 0604 BibRef

Zhang, X.P.[Xiao-Ping], Chen, Z.[Zhenhe],
An Automated Video Object Extraction System Based on Spatiotemporal Independent Component Analysis and Multiscale Segmentation,
JASP(2006), 2006, pp. 1-22.
WWW Version. 0603 BibRef

Chiu, S.[Shen],
Application of Fractional Fourier Transform to Moving Target Indication via Along-Track Interferometry,
JASP(2005), No. 20, 2005, pp. 3293-3303.
WWW Version. 0603 BibRef

Zelnik-Manor, L.[Lihi], Irani, M.[Michal],
On Single-Sequence and Multi-Sequence Factorizations,
IJCV(67), No. 3, May 2006, pp. 313-326.
WWW Version. 0606 BibRef
Earlier:
Temporal Factorization vs. Spatial Factorization,
ECCV04(Vol II: 434-445).
WWW Version. 0405Rather than grouping the same motions, group the same shapes. Thus get the same expressions even if the head moves. See also Multi-body Factorization with Uncertainty: Revisiting Motion Consistency. BibRef

Fanti, C.[Claudio], Zelnik-Manor, L.[Lihi], Perona, P.[Pietro],
Hybrid Models for Human Motion Recognition,
CVPR05(I: 1166-1173).
WWW Version. 0507 BibRef

Zelnik-Manor, L.[Lihi], Machline, M.[Moshe], Irani, M.[Michal],
Multi-body Factorization with Uncertainty: Revisiting Motion Consistency,
IJCV(68), No. 1, June 2006, pp. 27-41.
WWW Version. 0605Into regions of consistent motion. Temporal consistency of actions across multiple frames. BibRef

Spagnolo, P., Orazio, T.D., Leo, M., Distante, A.,
Moving object segmentation by background subtraction and temporal analysis,
IVC(24), No. 5, 1 May 2006, pp. 411-423.
WWW Version. 0606Moving object segmentation; Temporal analysis; Background updating BibRef

Shen, C.[Chunfeng], Lin, X.Y.[Xue-Yin], Shi, Y.[Yuanchun],
Moving object tracking under varying illumination conditions,
PRL(27), No. 14, 15 October 2006, pp. 1632-1643.
WWW Version. 0609 BibRef
Fusion of Texture Variation and On-Line Color Sampling for Moving Object Detection Under Varying Chromatic Illumination,
ACCV06(I:90-99).
WWW Version. 0601Tracking; Color model; Texture model; Illumination variation; Level set BibRef

Vidal, R.[René], Ma, Y.[Yi],
A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation and Estimation,
JMIV(25), No. 3, October 2006, pp. 403-421.
WWW Version. 0611 BibRef
Earlier:
A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation,
ECCV04(Vol I: 1-15).
WWW Version. 0405 BibRef

Hartley, R.I., Vidal, R.,
The Multibody Trifocal Tensor: Motion Segmentation from 3 Perspective Views,
CVPR04(I: 769-775).
IEEE Abstract. IEEE Top Reference. 0408 BibRef

Vidal, R.[René], Tron, R.[Roberto], Hartley, R.I.[Richard I.],
Multiframe Motion Segmentation with Missing Data Using PowerFactorization and GPCA,
IJCV(79), No. 1, August 2008, pp. xx-yy.
WWW Version. 0804 BibRef
Earlier: A1, A3, Only:
Motion segmentation with missing data using powerfactorization and GPCA,
CVPR04(II: 310-316).
IEEE Abstract. IEEE Top Reference. 0408 See also Generalized Principal Component Analysis (GPCA). See also Minimum Effective Dimension for Mixtures of Subspaces: A Robust GPCA Algorithm and its Applications. BibRef

Vidal, R., Sastry, S.,
Optimal segmentation of dynamic scenes from two perspective views,
CVPR03(II: 281-286).
IEEE Abstract. IEEE Top Reference. 0307 BibRef
Earlier:
Segmentation of dynamic scenes from image intensities,
Motion02(44-49).
IEEE Abstract. IEEE Top Reference. 0303 BibRef

Comaniciu, D.[Dorin], Del Bue, A.[Alessio], Ramesh, V.[Visvanathan],
Real-time video object generation for smart cameras,
US_Patent7,167,519, January 23, 2007.
WWW Version. BibRef 0701

del Bue, A., Comaniciu, D., Ramesh, V., Regazzoni, C.,
Smart cameras with real-time video object generation,
ICIP02(III: 429-432).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Gruber, A.[Amit], Weiss, Y.[Yair],
Incorporating Non-motion Cues into 3D Motion Segmentation,
CVIU(108), No. 3, December 2007, pp. 261-271.
WWW Version. 0711 BibRef
Earlier: ECCV06(III: 84-97).
WWW Version. 06083D motion segmentation; Multibody factorization; Spatial coherence; EM algorithm; Graphical models; Factor analysis; Constrained factorization; Structure from motion BibRef

Liu, Z.[Zhi], Lu, Y.[Yu], Zhang, Z.Y.[Zhao-Yang],
Real-time spatiotemporal segmentation of video objects in the H.264 compressed domain,
JVCIR(18), No. 3, June 2007, pp. 275-290.
WWW Version. 0711Compressed domain segmentation; Video object segmentation; H.264; Real-time segmentation; Spatiotemporal segmentation BibRef

Dosil, R.[Raquel], Fdez-Vidal, X.R.[Xose R.], Pardo, X.M.[Xose M.],
Motion representation using composite energy features,
PR(41), No. 3, March 2008, pp. 1110-1123.
WWW Version. 0711 See also Distances between frequency features for 3D visual pattern partitioning. Spatio-temporal energy filtering; Feature integration; Composite energy features; Apparent-motion segmentation and tracking BibRef

Kumar, M.P.[M. Pawan], Torr, P.H.S., Zisserman, A.,
Learning Layered Motion Segmentations of Video,
IJCV(76), No. 3, March 2008, pp. 301-319.
WWW Version. 0801 BibRef
Earlier:
Learning Layered Motion Segmentation of Video,
ICCV05(I: 33-40).
WWW Version. 0510 BibRef


Zhang, G.F.[Guo-Feng], Jia, J.[Jiaya], Xiong, W.[Wei], Wong, T.T.[Tien-Tsin], Heng, P.A.[Pheng-Ann], Bao, H.J.[Hu-Jun],
Moving Object Extraction with a Hand-held Camera,
ICCV07(1-8).
WWW Version. 0710 BibRef

Celik, H., Hanjalic, A., Hendriks, E.A.,
On the development of an autonomous and self-adaptable moving object detector,
AVSBS07(353-358).
WWW Version. 0709 BibRef

Venetianer, P.L., Zhang, Z., Yin, W., Lipton, A.J.,
Stationary target detection using the objectvideo surveillance system,
AVSBS07(242-247).
WWW Version. 0709 BibRef

Guler, S.[Sadiye], Silverstein, J.A.[Jason A.], Pushee, I.H.[Ian H.],
Stationary objects in multiple object tracking,
AVSBS07(248-253).
WWW Version. 0709 BibRef

Jian, Y.D.[Yong-Dian], Chen, C.S.[Chu-Song],
Two-View Motion Segmentation by Mixtures of Dirichlet Process with Model Selection and Outlier Removal,
ICCV07(1-8).
WWW Version. 0710 BibRef

Wei, Z.Y.[Zhao-Yi], Lee, D.J.[Dah-Jye], Jilk, D.[David], Schoenberger, R.[Robert],
Motion Projection for Floating Object Detection,
ISVC07(II: 152-161).
WWW Version. 0711 BibRef

Toussaint, M., Willert, V., Eggert, J., Korner, E.,
Motion Segmentation Using Inference in Dynamic Bayesian Networks,
BMVC07(xx-yy).
PDF Version. 0709 BibRef

Murai, Y.[Yasuhiro], Fujiyoshi, H.[Hironobu], Kanade, T.[Takeo],
Combined Object Detection and Segmentation by Using Space-Time Patches,
ACCV07(I: 915-924).
WWW Version. 0711 BibRef

Yang, W.M.[Wen-Ming], Lu, W.[Wang], Zhang, N.T.[Nai-Tong],
Object Extraction Combining Image Partition with Motion Detection,
ICIP07(III: 337-340).
WWW Version. 0709 BibRef

Yang, H.[Hong], Tan, Y.H.[Yi-Hua], Tian, J.W.[Jin-Wen], Liu, J.[Jian],
Accurate Dynamic Scene Model for Moving Object Detection,
ICIP07(VI: 157-160).
WWW Version. 0709 BibRef

Zhang, Z.X.[Zhao-Xiang], Cai, Y.H.[Ying-Hao], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
Real-Time Moving Object Classification with Automatic Scene Division,
ICIP07(V: 149-152).
WWW Version. 0709 BibRef

Campbell-West, F., Miller, P., Wang, H.B.[Hong-Bin],
Independent Moving Object Detection Using a Colour Background Model,
AVSBS06(31-31).
WWW Version. 0611 BibRef

Cheng, S.[Steven], Luo, X.[Xingzhi], Bhandarkar, S.M.[Suchendra M.],
A Multiscale Parametric Background Model for Stationary Foreground Object Detection,
Motion07(18-18).
WWW Version. 0702 BibRef

Ahn, J.H.[Jung-Ho], Byun, H.R.[Hye-Ran],
Accurate Foreground Extraction Using Graph Cut with Trimap Estimation,
PSIVT06(1185-1194).
WWW Version. 0612 BibRef

Ahn, J.H.[Jung-Ho], Kim, K.C.[Kil-Cheon], Byun, H.R.[Hye-Ran],
Robust Object Segmentation Using Graph Cut with Object and Background Seed Estimation,
ICPR06(II: 361-364).
WWW Version. 0609 BibRef

Yoshimura, H.[Hironori], Iwai, Y.[Yoshio], Yachida, M.[Masahiko],
Object Detection with Adaptive Background Model and Margined Sign Cross Correlation,
ICPR06(III: 19-23).
WWW Version. 0609 BibRef

Tavakkoli, A.[Alireza], Nicolescu, M.[Mircea], Bebis, G.N.[George N.],
A Novelty Detection Approach for Foreground Region Detection in Videos with Quasi-stationary Backgrounds,
ISVC06(I: 40-49).
WWW Version. 0611 BibRef
And:
Automatic Statistical Object Detection for Visual Surveillance,
Southwest06(144-148).
WWW Version. 0603 BibRef
And:
Robust Recursive Learning for Foreground Region Detection in Videos with Quasi-Stationary Backgrounds,
ICPR06(I: 315-318).
WWW Version. 0609 BibRef
Earlier:
Automatic Robust Background Modeling Using Multivariate Non-parametric Kernel Density Estimation for Visual Surveillance,
ISVC05(363-370).
WWW Version. 0512 BibRef

Han, M.[Mei], Xu, W.[Wei], Gong, Y.H.[Yi-Hong],
Video Foreground Segmentation Based on Sequential Feature Clustering,
ICPR06(I: 492-496).
WWW Version. 0609 BibRef

Huang, K.Q.[Kai-Qi], Wang, L.S.[Liang-Sheng], Tan, T.N.[Tie-Niu],
Detecting and Tracking Distant Objects at Night Based on Human Visual System,
ACCV06(II:822-831).
WWW Version. 0601Measure spatio-temporal contrast change BibRef

Qin, X.K.[Xiao-Ke], Tang, L.[Liang], Zhou, J.[Jie],
Object Extraction by Spatio-Temporal Assembling,
ICIP07(V: 153-156).
WWW Version. 0709 BibRef

Ewerth, R.[Ralph], Schwalb, M.[Martin], Tessmann, P.[Paul], Freisleben, B.[Bernd],
Segmenting Moving Objects in MPEG Videos in the Presence of Camera Motion,
CIAP07(819-824).
WWW Version. 0709 BibRef

Klappstein, J.[Jens], Stein, F.[Fridtjof], Franke, U.[Uwe],
Detectability of Moving Objects Using Correspondences over Two and Three Frames,
DAGM07(112-121).
WWW Version. 0709 BibRef

Dewan, M.A.A.[M. Ali Akber], Hossain, M.J.[M. Julius], Chae, O.[Oksam],
Background Independent Moving Object Segmentation Using Edge Similarity Measure,
ICIAR07(318-329).
WWW Version. 0708 BibRef

del-Blanco, C.R.[Carlos R.], Jaureguizar, F.[Fernando], Salgado, L.[Luis], García, N.[Narciso],
Aerial Moving Target Detection Based on Motion Vector Field Analysis,
ACIVS07(990-1001).
WWW Version. 0708 BibRef

Imamura, K.[Kousuke], Hiraoka, M.[Masaki], Hashimoto, H.[Hideo],
Watershed algorithm for moving object extraction considering energy minimization by snakes,
AVSBS07(534-539).
WWW Version. 0709 BibRef
And:
Moving Object Extraction by Watershed Algorithm Considering Energy Minimization,
ACIVS07(711-719).
WWW Version. 0708 BibRef

Bugeau, A.[Aurelie], Perez, P.[Patrick],
Detection and segmentation of moving objects in highly dynamic scenes,
CVPR07(1-8).
WWW Version. 0706 BibRef

Verbeke, N.[Nicolas], Vincent, N.[Nicole],
A PCA-Based Technique to Detect Moving Objects,
SCIA07(641-650).
WWW Version. 0706 BibRef

Matas, J.[Jirí], Zimmermann, K.[Karel], Svoboda, T.[Tomáš], Hilton, A.[Adrian],
Learning Efficient Linear Predictors for Motion Estimation,
ICCVGIP06(445-456).
WWW Version. 0612Object representation for tracking. BibRef

Zimmermann, K.[Karel], Svoboda, T.[Tomas], Matas, J.[Jiri],
Multiview 3D Tracking with an Incrementally Constructed 3D Model,
3DPVT06(488-495).
WWW Version. 0606 BibRef

Matas, J.[Jiri], Zimmermann, K.[Karel],
A New Class of Learnable Detectors for Categorisation,
SCIA05(541-550).
WWW Version. 0506 BibRef

Lee, D.G.[Dong-Gyu], Han, S.Y.[Su-Young],
Shape Preserving Hierarchical Triangular Mesh for Motion Estimation,
PSIVT06(929-938).
WWW Version. 0612Motion detection, change the mesh. BibRef

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Thakoor, N., Gao, J.,
Automatic Video Object Shape Extraction and its Classification with Camera in Motion,
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Qi, B.[Bin], Amer, A.,
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Wildenauer, H.[Horst], Blauensteiner, P.[Philipp], Hanbury, A.[Allan], Kampel, M.[Martin],
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Marchadier, J.[Jocelyn], Kropatsch, W.G.[Walter G.], Hanbury, A.[Allan],
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Chen, M.L.[Mao-Lin], Ma, G.[Gengyu], Kee, S.[Seokcheol],
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Gryn, J.M.[Jacob M.], Wildes, R.P.[Richard P.], Tsotsos, J.K.[John K.],
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Myerscough, P.J., Nixon, M.S.,
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Myerscough, P.J., Nixon, M.S.,
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Nadimi, S.[Sohail], Bhanu, B.[Bir],
Physics-Based Cooperative Sensor Fusion for Moving Object Detection,
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Nadimi, S., Bhanu, B.,
Adaptive fusion for diurnal moving object detection,
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Tweed, D.,
Estimating rigid motions via the conformal model of Euclidean space,
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Nair, V., Clark, J.J.,
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Fan, Z.[Zhimin], Zhou, J.[Jie], Wu, Y.[Ying],
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Alexandropoulos, T., Loumos, V., Kayafas, E.,
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Zhong, J.[Jing], Sclaroff, S.,
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Toth, D., Aach, T.,
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CIAP03(430-435).
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Doulamis, N.D., Doulamis, A.D.,
Video object segmentation and tracking in stereo sequences using adaptable neural networks,
ICIP03(I: 149-152).
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Doulamis, A.D., Doulamis, N.D., Kollias, S.D.,
A neural network based scheme for unsupervised video object segmentation,
ICIP98(II: 632-636).
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Wang, H.Y.[Hai-Yan], Ma, K.K.[Kai-Kuang],
Automatic video object segmentation via 3D structure tensor,
ICIP03(I: 153-156).
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Kim, D.[Daehee], Ahn, C.H.[Chung-Hyun], No, Y.S.[Yo-Sung],
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Li, N.[Na], Bu, J.J.[Jia-Jun], Chen, C.[Chun],
Real-time video object segmentation using HSV space,
ICIP02(II: 85-88).
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Porikli, F.M.[Fatih Murat],
Object Segmentation of Color Video Sequences,
CAIP01(610 ff.).
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An Unsupervised Multi-resolution Object Extraction Algorithm Using Video-cube,
ICIP01(II: 359-362).
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Joint Segmentation of Moving Object and Estimation of Background in Low-Light Video using Relaxation,
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Aguiar, P.M.Q.[Pedro M. Q.], Miranda, A.R.[António R.], de Castro, N.[Nuno],
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Aguiar, P.M.Q.[Pedro M.Q.], Moura, J.M.F.[José M.F.],
Maximum Likelihood Estimation of the Template of a Rigid Moving Object,
EMMCVPR02(34 ff.).
HTML Version. 0205 BibRef
Earlier:
Detecting and Solving Template Ambiguities in Motion Segmentation,
ICIP97(II: 494-497).
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Earlier:
Incremental Motion Segmentation in Low Texture,
ICIP96(I: 233-236).
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Dahyot, R., Charbonnier, P., Heitz, F.,
Unsupervised Statistical Detection of Changing Objects in Camera-in-motion Video,
ICIP01(I: 638-641).
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Yoshida, T., Shimosato, T.,
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ICIP01(II: 773-776).
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Pardas, M.,
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ICIP94(II: 795-799).
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Cloutier, L., Mitiche, A., Bouthemy, P.,
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