16.6.2.1 Region and Object Tracking, Templates, Template Update, Template Drift

Chapter Contents (Back)
Target Tracking. Template Update. See also Mean-Shift Tracking Techniques.

Lee, H.C.[Harry C.], Nguyen, D.[Dat],
Balanced template tracker for tracking an object image sequence,
US_Patent6,445,832, Sep 3, 2002
WWW Version. BibRef 0209

Matthews, I.[Iain], Ishikawa, T.[Takahiro], Baker, S.[Simon],
The Template Update Problem,
PAMI(26), No. 6, June 2004, pp. 810-815.
IEEE DOI Link
HTML Version. 0404
BibRef
Earlier: BMVC03(xx-yy).
HTML Version.
HTML Version. 0409
In tracking with a template, change the template as the object changes over time. ( See also Iterative Image Registration Technique with an Application to Stereo Vision, An. ) and appearance models See also Active Appearance Models. BibRef

Ortegón-Aguilar, J.[Jaime], Bayro-Corrochano, E.[Eduardo],
Lie Algebra and System Identification Techniques for 3D Rigid Motion Estimation and Monocular Tracking,
JMIV(25), No. 2, September 2006, pp. 173-185.
Springer DOI Link 0610
BibRef
Earlier:
Monocular lie algebra approach for 3d motion estimation,
ICPR04(II: 200-203).
IEEE DOI Link 0409
BibRef
And: A2, A1:
Lie algebra template tracking,
ICPR04(II: 56-59).
IEEE DOI Link 0409
BibRef

Bayro-Corrochano, E.[Eduardo], Ortegon-Aguilar, J.[Jaime],
Lie algebra approach for tracking and 3D motion estimation using monocular vision,
IVC(25), No. 6, 1 June 2007, pp. 907-921.
WWW Version. 0704
Lie algebra; Template tracking; Monocular 3D motion estimation; Least squares estimation; System identification BibRef

Pan, J.Y.[Ji-Yan], Hu, B.[Bo], Zhang, J.Q.[Jian Qiu],
Robust and Accurate Object Tracking Under Various Types of Occlusions,
CirSysVideo(18), No. 2, February 2008, pp. 223-236.
IEEE DOI Link 0803
BibRef
Earlier:
An Efficient Object Tracking Algorithm with Adaptive Prediction of Initial Searching Point,
PSIVT06(1113-1122).
Springer DOI Link 0612
BibRef

Pan, J.Y.[Ji-Yan], Hu, B.[Bo],
Robust Object Tracking Against Template Drift,
ICIP07(III: 353-356).
IEEE DOI Link 0709
BibRef
And:
Robust Occlusion Handling in Object Tracking,
OTCBVS07(1-8).
IEEE DOI Link 0706
BibRef

Peng, X.M.[Xiao-Ming], Bennamoun, M.[Mohammed], Ma, Q.[Qian], Lei, Y.[Ying], Zhang, Q.H.[Qi-Heng], Chen, W.F.[Wu-Fan],
Drift-correcting template update strategy for precision feature point tracking,
IVC(28), No. 8, August 2010, pp. 1280-1292.
Elsevier DOI Link
WWW Version. 1006
Feature point tracking; Template matching; Template update strategy BibRef

Patras, I.[Ioannis], Hancock, E.R.[Edwin R.],
Coupled Prediction Classification for Robust Visual Tracking,
PAMI(32), No. 9, September 2010, pp. 1553-1567.
IEEE DOI Link 1008
BibRef
Earlier:
Regression tracking with data relevance determination,
CVPR07(1-8).
IEEE DOI Link 0706
BibRef
And:
Template Tracking with Observation Relevance Determination,
ICIP07(I: 501-504).
IEEE DOI Link 0709
robust template tracking. BibRef

Sanchez-Nielsen, E., Hernandez-Tejera, M.,
Real-time tracking using A* heuristic search and template updating,
IET-CV(5), No. 3, 2011, pp. 169-177.
WWW Version. 1106
BibRef

Sanchez Nielsen, E., Lorenzo Navarro, J., Hernandez Tejera, M.,
Increasing efficiency of Hausdorff approach for tracking real scenes with complex environments,
CIAP01(131-136).
IEEE Top Reference. 0210
BibRef

Fan, B.[Baojie], Du, Y.K.[Ying-Kui], Zhu, L.L.[Lin-Lin], Sun, J.[Jing], Tang, Y.D.[Yan-Dong],
A robust template tracking algorithm with weighted active drift correction,
PRL(32), No. 9, 1 July 2011, pp. 1317-1327.
Elsevier DOI Link
WWW Version. 1101
Template tracking; Inverse compositional algorithm; Active drift correction; Template update BibRef

Lee, T.H.[Tae-Hee], Soatto, S.[Stefano],
Video-based descriptors for object recognition,
IVC(29), No. 10, September 2011, pp. 639-652.
Elsevier DOI Link
WWW Version. 1110
BibRef
Earlier:
Learning and matching multiscale template descriptors for real-time detection, localization and tracking,
CVPR11(1457-1464).
IEEE DOI Link 1106
Feature tracking; Video-based descriptors; Object recognition; Multi-view recognition; Mobile devices; Visual recognition; Active vision Learn the template from video, then track it. BibRef

Lee, T.H.[Tae-Hee], Soatto, S.[Stefano],
Fast planar object detection and tracking via edgel templates,
WACV12(473-480).
IEEE DOI Link 1203
BibRef

Chen, F.[Feng], Wang, Q.[Qing], Wang, S.[Song], Zhang, W.D.[Wei-Dong], Xu, W.L.[Wen-Li],
Object tracking via appearance modeling and sparse representation,
IVC(29), No. 11, October 2011, pp. 787-796.
Elsevier DOI Link
WWW Version. 1111
Target variation; Online appearance modeling; Sparse representation; Bayesian inference BibRef

Wang, Q.[Qing], Chen, F.[Feng], Xu, W.L.[Wen-Li], Yang, M.H.[Ming-Hsuan],
Online discriminative object tracking with local sparse representation,
WACV12(425-432).
IEEE DOI Link 1203
BibRef

Suryanto, Kim, D.H.[Dae-Hwan], Kim, H.K.[Hyo-Kak], Ko, S.J.[Sung-Jea],
Spatial color histogram based center voting method for subsequent object tracking and segmentation,
IVC(29), No. 12, November 2011, pp. 850-860.
Elsevier DOI Link
WWW Version. 1112
Object tracking; Spatial color; Histogram; Center voting; Back projection; Generalized Hough transform BibRef

Ramirez-Paredes, J.P.[Juan-Pablo], Sanchez-Yanez, R.E.[Raul E.], Ayala-Ramirez, V.[Victor],
A fuzzy inference approach to template-based visual tracking,
MVA(23), No. 3, May 2012, pp. 427-439.
WWW Version. 1204
BibRef

Xie, Y.[Yuan], Qu, Y.Y.[Yan-Yun], Li, C.H.[Cui-Hua], Zhang, W.S.[Wen-Sheng],
Online multiple instance gradient feature selection for robust visual tracking,
PRL(33), No. 9, 1 July 2012, pp. 1075-1082.
Elsevier DOI Link
WWW Version. 1202
Gradient-based feature selection; HOG; Multiple Instance Learning; Online object tracking BibRef


Hare, S.[Sam], Saffari, A.[Amir], Torr, P.H.S.[Philip H. S.],
Struck: Structured output tracking with kernels,
ICCV11(263-270).
IEEE DOI Link 1201
Tracking by detection. BibRef

Hosten, P.[Peter], Yao, Y.[Yu],
Video object tracking using graph cuts and location-dependent appearance models,
VCIP11(1-4).
IEEE DOI Link 1201
BibRef

Akhter, N.[Naeem],
Fusing Template and Point Information to Track Planes with Large Interframe Displacement,
MMMod12(782-792).
Springer DOI Link 1201
BibRef

Luo, W.H.[Wen-Han], Li, X.[Xi], Li, W.[Wei], Hu, W.M.[Wei-Ming],
Robust visual tracking via transfer learning,
ICIP11(485-488).
IEEE DOI Link 1201
BibRef

Chao, G.C.[Gwo-Cheng], Jeng, S.K.[Shyh-Kang], Lee, S.S.[Shung-Shing],
An improved occlusion handling for appearance-based tracking,
ICIP11(465-468).
IEEE DOI Link 1201
BibRef

Sahani, S.K.[Sanjay Kumar], Adhikari, G., Das, B.K.,
A fast template matching algorithm for aerial object tracking,
ICIIP11(1-6).
IEEE DOI Link 1112
BibRef

Undurraga, C.[Cristobal], Mery, D.[Domingo],
Improving Tracking Algorithms Using Saliency,
CIARP11(141-148).
Springer DOI Link 1111
BibRef

Lieberknecht, S.[Sebastian], Benhimane, S.[Selim], Ilic, S.[Slobodan],
Simultaneous Reconstruction and Tracking of Non-planar Templates,
DAGM11(396-405).
Springer DOI Link 1109
BibRef

Wang, K.P.[Kun-Peng], Gui, Y.[Yang], Zhang, X.H.[Xiao-Hu], Yu, Q.F.[Qi-Feng],
Robust tracking method with drift correction,
IASP10(403-406).
IEEE DOI Link 1004
BibRef

Alt, N.[Nicolas], Hinterstoisser, S.[Stefan], Navab, N.[Nassir],
Rapid selection of reliable templates for visual tracking,
CVPR10(1355-1362).
IEEE DOI Link 1006
BibRef

Zhang, C.[Chen], Eggert, J.[Julian], Einecke, N.[Nils],
Robust Tracking by Means of Template Adaptation with Drift Correction,
CVS09(425-434).
Springer DOI Link 0910
Drift: changes in the object over time. BibRef

Jung, C.R.[Claudio R.], Said, A.[Amir],
Object tracking using multiple fragments,
ICIP09(889-892).
IEEE DOI Link 0911
Given the template for the target, generate matches for each pixel. The position comes from combining all these fragments. BibRef

Benhimane, S.[Selim], Ladikos, A.[Alexander], Lepetit, V.[Vincent], Navab, N.[Nassir],
Linear and Quadratic Subsets for Template-Based Tracking,
CVPR07(1-6).
IEEE DOI Link 0706
BibRef

Latecki, L.J.[Longin Jan], Miezianko, R.[Roland],
Object Tracking with Dynamic Template Update and Occlusion Detection,
ICPR06(I: 556-560).
IEEE DOI Link 0609
BibRef

Guerra, C.[Cayetano], Hernández, M.[Mario], Domínguez, A.[Antonio], Hernández, D.[Daniel],
A New Approach to the Template Update Problem,
IbPRIA05(I:217).
Springer DOI Link 0509
BibRef

Zinßer, T.[Timo], Gräßl, C.[Christoph], Niemann, H.[Heinrich],
Efficient Feature Tracking for Long Video Sequences,
DAGM04(326-333).
WWW Version. 0505
BibRef
And: A2, A1, A3:
A Probabilistic Model-based Template Matching Approach for Robust Object Tracking in Real-Time,
VMV04(81-88). 0411
BibRef

Parry, H.S., Marshall, A.D., and Markham, K.C.,
Region Template Correlation for FLIR Target Tracking,
BMVC96(Poster Session 2). 9608
University of Wales and British Aerospace (Dynamics) Ltd BibRef

Brock-Gunn, S., Ellis, T.,
Using Colour Templates for Target Identification and Tracking,
BMVC92(xx-yy).
PDF Version. 9209
BibRef

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


Last update:May 16, 2012 at 20:31:07