CVBASE Annotated Video Data,
2006.
HTML Version.
Dataset, Video.
UCF Sports Action Dataset,
2008.
HTML Version. A large set of sports actions.
Dataset, Sports. Note that many of the other non UCF links to data on that page are out of
date.
LHI Sports Activity Dataset,
Subset of larger dataset.
Online2008
HTML Version.
Dataset, Sports.
See also Lotus Hill Institute.
BibRef
0800
Chang, C.W.,
Lee, S.Y.,
A Video Information-System for Sport Motion Analysis,
JVLC(8), No. 3, June 1997, pp. 265-287.
9708 See also Video Content Representation, Indexing, and Matching in Video Information Systems.
BibRef
Intille, S.S.[Stephen S.],
Bobick, A.F.[Aaron F.],
Recognizing Planned, Multiperson Action,
CVIU(81), No. 3, March 2001, pp. 414-445.
WWW Version.
0001
BibRef
Intille, S.S.[Stephen S.], and
Bobick, A.F.[Aaron F.],
A Framework for Recognizing Multi-Agent Action from Visual Evidence,
AAAI-99(xx)
BibRef
9900
And:
Vismod--489, April 1999.
PDF Version.
BibRef
Intille, S.S.[Stephen S.],
Visual recognition of multi-agent action,
Ph.D.Thesis, Massachusetts Institute of Technology,
September 1999.
HTML Version.
BibRef
9909
Intille, S.S.[Stephen S.],
Bobick, A.F.[Aaron F.],
Visual Recognition of Multi-agent Action Using Binary Temporal
Relations,
CVPR99(I: 56-62).
IEEE Abstract. IEEE Top Reference.
WWW Version.
BibRef
9900
And:
Representation and Visual Recognition of Complex, Multi-Agent Actions
Using Belief Networks,
DARPA98(285-292).
BibRef
And:
Vismod--454, January 1998.
Postscript Version.
See also Real Time Closed World Tracking.
BibRef
Intille, S.S.[Stephen S.],
Bobick, A.F.[Aaron F.],
Exploiting Contextual Information for Tracking by Using Closed Worlds,
Context95(xx)
BibRef
9500
Intille, S.S.[Stephen S.],
Davis, J.W.,
Bobick, A.F.,
Real Time Closed World Tracking,
CVPR97(697-703).
IEEE Abstract. IEEE Top Reference.
WWW Version.
9704
BibRef
And:
Vismod-403, 1997.
HTML Version. and
Postscript Version. Background difference clusters, bounding rectangle --people
See also Visual Recognition of Multi-agent Action Using Binary Temporal Relations.
BibRef
Intille, S.S.[Stephen S.],
Bobick, A.F.[Aaron F.],
Closed-World Tracking,
ICCV95(672-678).
WWW Version.
WWW Version.
BibRef
9500
And:
Visual Tracking Using Closed-Worlds,
Vismod-294, November 1994.
HTML Version. and
Postscript Version. Tracking multiple objects (football players in a video sequence).
Impressive video.
HTML Version.
BibRef
Intille, S.S.[Stephen S.],
Tracking Using a Local Closed-World Assumption:
Tracking in the Football Domain,
M.S. Thesis,
Vismod-296, August 1994.
HTML Version. and
Postscript Version.
BibRef
9408
Ekin, A.,
Tekalp, A.M.,
Mehrotra, R.,
Automatic soccer video analysis and summarization,
IP(12), No. 7, July 2003, pp. 796-807.
WWW Version.
0308
BibRef
Earlier:
Integrated semantic-syntactic video event modeling for search and
retrieval,
ICIP02(I: 141-144).
IEEE Abstract. IEEE Top Reference.
0210
BibRef
Earlier:
Automatic Extraction of Low-level Object Motion Descriptors,
ICIP01(II: 633-636).
IEEE Abstract. IEEE Top Reference.
0108
BibRef
Lu, H.[Hong],
Tan, Y.P.[Yap-Peng],
Unsupervised clustering of dominant scenes in sports video,
PRL(24), No. 15, November 2003, pp. 2651-2662.
WWW Version.
0308
BibRef
Earlier: A2, A1:
Model-based clustering and analysis of video scenes,
ICIP02(I: 617-620).
IEEE Abstract. IEEE Top Reference.
0210
BibRef
Denman, H.,
Rea, N.,
Kokaram, A.,
Content-Based Analysis for Video from Snooker Broadcasts,
CVIU(92), No. 2-3, November-December 2003, pp. 176-195.
WWW Version.
0311
BibRef
Earlier:
CIVR02(198-205).
HTML Version.
0208
BibRef
Assfalg, J.[Jürgen],
Bertini, M.[Marco],
Colombo, C.[Carlo],
del Bimbo, A.[Alberto],
Nunziati, W.[Walter],
Semantic annotation of soccer videos: automatic highlights
identification,
CVIU(92), No. 2-3, November-December 2003, pp. 285-305.
WWW Version.
0311
BibRef
Earlier:
Automatic extraction and annotation of soccer video highlights,
ICIP03(II: 527-530).
IEEE Abstract. IEEE Top Reference.
0312
BibRef
And:
Highlight extraction in soccer videos,
CIAP03(498-503).
IEEE Abstract. IEEE Top Reference.
0310
BibRef
Bertini, M.[Marco],
del Bimbo, A.[Alberto],
Nunziati, W.[Walter],
Soccer Videos Highlight Prediction and Annotation in Real Time,
CIAP05(637-644).
WWW Version.
0509
BibRef
Luo, Y.[Ying],
Wu, T.D.[Tzong-Der],
Hwang, J.N.[Jenq-Neng],
Object-based analysis and interpretation of human motion in sports
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CVIU(92), No. 2-3, November-December 2003, pp. 196-216.
WWW Version.
0311
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Luo, Y.[Ying],
Hwang, J.N.[Jenq-Neng],
Video Sequence Modeling by Dynamic Bayesian Networks:
A Systematic Approach from Coarse-to-Fine Grains,
ICIP03(II: 615-618).
IEEE Abstract. IEEE Top Reference.
0312
BibRef
Hwang, J.N.[Jenq-Neng],
Tseng, Y.H.[Yen-Hao],
Motion estimation of partially viewed 3-D objects based on a continuous
distance transform neural network,
ICIP94(III: 917-921).
WWW Version.
9411
BibRef
Xie, L.[Lexing],
Xu, P.[Peng],
Chang, S.F.[Shih-Fu],
Divakaran, A.[Ajay],
Sun, H.F.[Hui-Fang],
Structure analysis of soccer video with domain knowledge and hidden
Markov models,
PRL(25), No. 7, May 2004, pp. 767-775.
WWW Version.
0405
BibRef
Xiong, Z.[Ziyou],
Radhakrishnan, R.,
Divakaran, A.,
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ICIP03(I: 5-8).
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0312
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Zhong, D.[Di],
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JVCIR(15), No. 3, September 2004, pp. 330-347.
WWW Version.
0711Video indexing; Content-based video retrieval; Sports video analysis; MPEG-7
BibRef
Lien, C.C.[Cheng-Chang],
Chiang, C.L.[Chiu-Lung],
Lee, C.H.[Chang-Hsing],
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JVCIR(18), No. 1, February 2007, pp. 1-14.
WWW Version.
0711Video shot; Semantic scene; Baseball event; Hidden Markov model
BibRef
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Errico, J.H.[James H.],
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Sezan, M.I.[M. Ibrahim],
Bridging the semantic gap in sports video retrieval and summarization,
JVCIR(15), No. 3, September 2004, pp. 393-424.
WWW Version.
0711Semantic video analysis; Video summarization; Event detection
BibRef
Li, B.X.[Bao-Xin], and
Sezan, M.I.[M. Ibrahim],
Semantic sports video analysis: approaches and new applications,
ICIP03(I: 17-20).
IEEE Abstract. IEEE Top Reference.
0312
BibRef
Earlier:
Event Detection and Summarization in Sports Video,
CVPR01(Demos 29-30).
0110
BibRef
And:
CBAIVL01(132).
WWW Version.
0110
BibRef
Leonardi, R.,
Migliorati, P.,
Prandini, M.,
Semantic indexing of soccer audio-visual sequences:
A multimodal approach based on controlled Markov chains,
CirSysVideo(14), No. 5, May 2004, pp. 634-643.
IEEE Abstract. IEEE Top Reference.
0407
BibRef
Earlier:
Semantic indexing of sports program sequences by audio-visual analysis,
ICIP03(I: 9-12).
IEEE Abstract. IEEE Top Reference.
0312
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Gong, Y.H.[Yi-Hong],
Han, M.[Mei],
Hua, W.[Wei],
Xu, W.[Wei],
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classification,
CVIU(96), No. 2, November 2004, pp. 181-199.
WWW Version.
0410
BibRef
Chang, P.[Peng],
Han, M.[Mei],
Gong, Y.H.[Yi-Hong],
Extract highlights from baseball came video with hidden Markov models,
ICIP02(I: 609-612).
IEEE Abstract. IEEE Top Reference.
0210
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de Meneses, Y.L.,
Roduit, P.,
Luisier, F.,
Jacot, J.,
Trajectory Analysis for Sport and Video Surveillance,
ELCVIA(5), No. 3, 2005, pp. 148-156.
WWW Version.
0001
BibRef
Xu, M.,
Orwell, J.,
Lowey, L.,
Thirde, D.,
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VISP(152), No. 2, April 2005, pp. 232-241.
WWW Version.
0510
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Xu, M.[Ming],
Orwell, J.,
Jones, G.,
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ICIP04(V: 2909-2912).
WWW Version.
0505
BibRef
Ren, J.C.[Jin-Chang],
Orwell, J.,
Jones, G.A.,
Xu, M.[Ming],
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ICIP04(III: 1935-1938).
WWW Version.
0505
BibRef
Ren, J.P.,
Orwell, J.,
Jones, G.A.,
Xu, M.,
Real-Time Modeling of 3-D Soccer Ball Trajectories From Multiple Fixed
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CirSysVideo(18), No. 3, March 2008, pp. 350-362.
WWW Version.
0804
BibRef
Ren, J.P.,
Orwell, J.,
Jones, G.A.,
Xu, M.,
Real-time 3D Football Ball Tracking from Multiple Cameras,
BMVC04(xx-yy).
HTML Version.
0508
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Ren, J.P.,
Orwell, J.,
Thirde, D.,
Jones, G.A.,
Shadow Classification and Evaluation for Soccer Player Detection,
BMVC04(xx-yy).
HTML Version.
0508
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Sadlier, D.A.,
O'Connor, N.E.,
Event Detection in Field Sports Video Using Audio-Visual Features and a
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CirSysVideo(15), No. 10, October 2005, pp. 1225-1233.
WWW Version.
0510
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Xu, G.[Gu],
Ma, Y.F.[Yu-Fei],
Zhang, H.J.[Hong-Jiang],
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CirSysVideo(15), No. 11, November 2005, pp. 1422-1433.
WWW Version.
0512
BibRef
Earlier:
A HMM based semantic analysis framework for sports game event detection,
ICIP03(I: 25-28).
IEEE Abstract. IEEE Top Reference.
0312
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Figueroa, P.J.[Pascual J.],
Leite, N.J.[Neucimar J.],
Barros, R.M.L.[Ricardo M.L.],
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CVIU(101), No. 2, February 2005, pp. 122-135.
WWW Version.
0512
BibRef
Figueroa, P.J.[Pascual J.],
Leite, N.J.[Neucimar J.],
Barros, R.M.L.[Ricardo M.L.],
Background recovering in outdoor image sequences:
An example of soccer players segmentation,
IVC(24), No. 4, 1 April 2006, pp. 363-374.
WWW Version.
0606Background recovering; Sport video images; Mathematical morphology;
Image segmentation
BibRef
Figueroa, P.J.,
Leite, N.J.,
Barros, R.M.L.,
Cohen, I.,
Medioni, G.,
Tracking soccer players using the graph representation,
ICPR04(IV: 787-790).
WWW Version.
0409
BibRef
Rodríguez, T.[Tomás],
Reid, I.D.[Ian D.],
Horaud, R.[Radu],
Dalal, N.[Navneet],
Goetz, M.[Marcelo],
Image interpolation for virtual sports scenarios,
MVA(16), No. 4, September 2005, pp. 236-245.
WWW Version.
0512
BibRef
Liu, S.[Song],
Xu, M.[Min],
Yi, H.[Haoran],
Chia, L.T.[Liang-Tien],
Rajan, D.[Deepu],
Multimodal Semantic Analysis and Annotation for Basketball Video,
JASP(2006), No. Article ID 32135, 2006, pp. 1-13.
WWW Version.
0603
BibRef
Lu, H.,
Andrade, E.L.,
Woods, J.C.,
Ghanbari, M.,
Henning, I.,
Generic object registration using multiple hypotheses testing in
partition trees,
VISP(153), No. 3, June 2006, pp. 323-330.
WWW Version.
0608
BibRef
Andrade, E.L.,
Khan, E.,
Woods, J.C.,
Ghanbari, M.,
Player classification in interactive sport scenes using prior
information region space analysis and number recognition,
ICIP03(III: 129-132).
IEEE Abstract. IEEE Top Reference.
0312
BibRef
Liu, Y.[Yang],
Liang, D.W.[Da-Wei],
Huang, Q.M.[Qing-Ming],
Gao, W.[Wen],
Extracting 3D information from broadcast soccer video,
IVC(24), No. 10, 1 October 2006, pp. 1146-1162.
WWW Version.
0609
BibRef
Earlier:
Self-calibration Based 3D Information Extraction and Application in
Broadcast Soccer Video,
ACCV06(II:852-861).
WWW Version.
06013D estimation; Ball detection; Tracking; Soccer video; Broadcast
BibRef
Piriou, G.[Gwenaëlle],
Bouthemy, P.[Patrick],
Yao, J.F.[Jian-Feng],
Recognition of Dynamic Video Contents With Global Probabilistic Models
of Visual Motion,
IP(15), No. 11, November 2006, pp. 3417-3430.
WWW Version.
0610
BibRef
Earlier:
Extraction of Semantic Dynamic Content from Videos with Probabilistic
Motion Models,
ECCV04(Vol III: 145-157).
WWW Version.
0405Analyze videos.
BibRef
Tsai, P.S.[Ping-Sing],
Meijome, T.[Todd],
Austin, P.G.[Phillip G.],
Scout: a game speed analysis and tracking system,
MVA(18), No. 5, October 2007, pp. 289-299.
WWW Version.
0711
BibRef
Roh, M.C.[Myung-Cheol],
Christmas, W.J.[William J.],
Kittler, J.V.[Joseph V.],
Lee, S.W.[Seong-Whan],
Gesture spotting for low-resolution sports video annotation,
PR(41), No. 3, March 2008, pp. 1124-1137.
WWW Version.
0711
BibRef
Earlier:
Robust Player Gesture Spotting and Recognition in Low-Resolution Sports
Video,
ECCV06(IV: 347-358).
WWW Version.
0608Posture descriptor; Posture determination; Gesture spotting;
Low resolution video annotation
BibRef
Yan, F.,
Christmas, B.,
Kittler, J.V.,
All Pairs Shortest Path Formulation for Multiple Object Tracking with
Application to Tennis Video Analysis,
BMVC07(xx-yy).
PDF Version.
0709
BibRef
Yan, F.[Fei],
Kostin, A.[Alexey],
Christmas, W.J.[William J.],
Kittler, J.V.[Josef V.],
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Application to Tennis Video Analysis,
CVPR06(I: 634-641).
WWW Version.
0606
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Yan, F.[Fei],
Christmas, W.J.[William J.],
Kittler, J.V.[Josef V.],
A Maximum A Posteriori Probability Viterbi Data Association Algorithm
for Ball Tracking in Sports Video,
ICPR06(I: 279-282).
WWW Version.
0609
BibRef
Earlier:
A Tennis Ball Tracking Algorithm for Automatic Annotation of Tennis
Match,
BMVC05(xx-yy).
HTML Version.
0509
BibRef
Cheng, F.X.[Fang-Xiang],
Christmas, W.J.,
Kittler, J.V.,
Periodic human motion description for sports video databases,
ICPR04(III: 870-873).
WWW Version.
0409
BibRef
Earlier:
Recognising human running behaviour in sports video sequences,
ICPR02(II: 1017-1020).
WWW Version.
0211
BibRef
Earlier:
Detection and description of human running behaviour in sports video
multimedia database,
CIAP01(366-371).
IEEE Top Reference.
0210
BibRef
Jaser, E.,
Kittler, J.V.,
Christmas, W.J.,
Hierarchical decision making scheme for sports video categorisation
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0408
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Messer, K.,
Christmas, W.J.,
Kittler, J.V.,
Automatic sports classification,
ICPR02(II: 1005-1008).
WWW Version.
0211
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Kittler, J.V.,
Messer, K.,
Christmas, W.J.,
Levienaise-Obadia, B.,
Koubaroulis, D.,
Generation of Semantic Cues for Sports Video Annotation,
ICIP01(III: 26-29).
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0108
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Christmas, W.J.[William J.],
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Messer, K.[Kieron],
Kittler, J.V.[Josef V.],
A Multimedia System Architecture for Automatic Annotation of Sports
Videos,
CVS03(513 ff).
HTML Version.
0306
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Bach, N.H.[Nguyen Huu],
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Furui, S.[Sadaoki],
Robust Scene Extraction Using Multi-Stream HMMs for Baseball Broadcast,
ICICE(E89-D), No. 9, September 2006, pp. 2553-2561.
WWW Version.
0609
BibRef
Earlier:
Robust Highlight Extraction Using Multi-Stream Hidden Markov Models for
Baseball Video,
ICIP05(III: 173-176).
WWW Version.
0512
BibRef
Xue, J.R.[Jian-Ru],
Zheng, N.N.[Nan-Ning],
Geng, J.,
Zhong, X.P.[Xiao-Pin],
Tracking Multiple Visual Targets via Particle-Based Belief Propagation,
SMC-B(38), No. 1, February 2007, pp. 196-209.
WWW Version.
0801
BibRef
Xue, J.R.[Jian-Ru],
Zheng, N.N.[Nan-Ning],
Robust Tracking with and Beyond Visible Spectrum:
A Four-Layer Data Fusion Framework,
IWICPAS06(1-16).
WWW Version.
0608
BibRef
Zhong, X.P.[Xiao-Pin],
Zheng, N.N.[Nan-Ning],
Xue, J.R.[Jian-Ru],
Pseudo Measurement Based Multiple Model Approach for Robust Player
Tracking,
ACCV06(II:781-790).
WWW Version.
0601
BibRef
Xue, J.R.[Jian-Ru],
Zheng, N.N.[Nan-Ning],
Zhong, X.P.[Xiao-Pin],
An integrated Monte Carlo data association framework for multi-object
tracking,
ICPR06(I: 703-706).
WWW Version.
0609
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And:
Tracking Targets Via Particle Based Belief Propagation,
ACCV06(I:348-358).
WWW Version.
0601
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Smith, M.[Michael],
PickPocket: A computer billiards shark,
AI(171), No. 16-17, November 2007, pp. 1069-1091.
WWW Version.
0802Game-tree search; Computer games; Uncertainty; Monte-Carlo methods; Billiards
BibRef
Felip, R.L.,
Barcelo, L.,
Binefa, X.[Xavier],
Kender, J.R.,
Robust Dominant Motion Estimation Using MPEG Information in Sport
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CirSysVideo(18), No. 1, January 2008, pp. 12-22.
WWW Version.
0802
BibRef
Watve, A.[Alok],
Sural, S.[Shamik],
Soccer video processing for the detection of advertisement billboards,
PRL(29), No. 7, 1 May 2008, pp. 994-1006.
WWW Version.
0804Soccer telecast; Advertisement billboard; Region of interest; Template matching
BibRef
Tong, X.F.[Xiao-Feng],
Liu, Q.S.[Qing-Shan],
Lu, H.Q.[Han-Qing],
Shot Classification in broadcast Soccer Video,
ELCVIA(7), No. 1, 2008, pp. 16-25.
WWW Version.
0711
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Tong, X.F.[Xiao-Feng],
Wang, T.[Tao],
Li, W.L.[Wen-Long],
Zhang, Y.M.[Yi-Min],
Yang, B.[Bo],
Wang, F.[Fei],
Sun, L.F.[Li-Feng],
Yang, S.Q.[Shi-Qiang],
A Three-Level Scheme for Real-Time Ball Tracking,
MCAM07(161-171).
WWW Version.
0706
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van Lieshout, M.N.M.,
Depth Map Calculation for a Variable Number of Moving Objects using
Markov Sequential Object Processes,
PAMI(30), No. 7, July 2008, pp. 1308-1312.
WWW Version.
0806Tracking process for depth computations. Apply to sports sequences.
BibRef
Ayanegui, H.[Huberto],
Ramos, F.[Fernando],
Recognizing Patterns of Dynamic Behaviors Based on Multiple Relations
in Soccer Robotics Domain,
PReMI07(33-40).
WWW Version.
0712
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Shen, Y.R.[Yan-Ran],
Lu, H.[Hong],
Xue, X.Y.[Xiang-Yang],
A Semi-automatic Feature Selecting Method for Sports Video Highlight
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Visual07(38-48).
WWW Version.
0706
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Yu, J.Q.[Jun-Qing],
Tang, Y.[Yang],
Wang, Z.F.[Zhi-Fang],
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Playfield and Ball Detection in Soccer Video,
ISVC07(II: 387-396).
WWW Version.
0711
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Liu, J.,
Tong, X.,
Li, W.,
Wang, T.,
Zhang, Y.,
Wang, H.,
Yang, B.,
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Automatic Player Detection, Labeling and Tracking in Broadcast Soccer
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BMVC07(xx-yy).
PDF Version.
0709
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Paluri, B.[Balamanohar],
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Prakash, C.,
Sports Classification Using Cross-Ratio Histograms,
ACCV07(II: 116-123).
WWW Version.
0711
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Prakash, C.,
Paluri, B.[Balamanohar],
Pradeep, S.N.[S. Nalin],
Shah, H.[Hitesh],
Fragments Based Parametric Tracking,
ACCV07(I: 522-531).
WWW Version.
0711
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Ring, D.[Dan],
Kokaram, A.[Anil],
Online Parsing of Sports Coaching Video Through Intrinsic Motion
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ICIP07(IV: 541-544).
WWW Version.
0709
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Li, H.J.[Hao-Jie],
Lin, S.X.[Shou-Xun],
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Automatic Video-based Analysis of Athlete Action,
CIAP07(205-210).
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0709
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Llucia, L.,
Mavromatis, S.[Sébastien],
Perrotte, S.,
Dias, P.[Paulo],
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Camera Location and Aperture Characterization Using the Transformation
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ICIAR08(xx-yy).
WWW Version.
0806
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Mavromatis, S.[Sébastien],
Dias, P.[Paulo],
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3D Reconstruction of Soccer Sequences Using Non-calibrated Video
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ICIAR07(1254-1264).
WWW Version.
0708
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le Troter, A.[Arnaud],
Mavromatis, S.[Sebastien],
Sequeira, J.[Jean],
Soccer Field Detection in Video Images Using Color and Spatial
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ICIAR04(II: 265-272).
WWW Version.
0409
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Shah, H.[Hitesh],
Chokalingam, P.[Prakash],
Paluri, B.[Balamanohar],
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Balasubramanian, R.[Raman],
Automated Stroke Classification in Tennis,
ICIAR07(1128-1137).
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0708
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Starck, J.,
Kilner, J.,
Hilton, A.,
Objective Quality Assessment in Free-Viewpoint Video Production,
3DTV08(225-228).
WWW Version.
0805
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Grau, O.,
Thomas, G.A.,
Hilton, A.,
Kilner, J.,
Starck, J.,
A Robust Free-Viewpoint Video System for Sport Scenes,
3DTV07(1-4).
WWW Version.
0705
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Kilner, J.,
Starck, J.,
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Dual-Mode Deformable Models for Free-Viewpoint Video of Sports Events,
3DIM07(177-184).
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0708
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Spagnolo, P.,
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Uegaki, N.[Naoki],
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Fukunaga, K.[Kunio],
Multimodal Automatic Indexing for Broadcast Soccer Video,
SCIA05(802-809).
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0506
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Jin, G.[Guoying],
Tao, L.M.[Lin-Mi],
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0211Include accelerometers (e.g. wristbands of referees).
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Pers, J.[Janez],
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Matsui, K.[Kentaro],
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IEEE Abstract. IEEE Top Reference. Get a new view from the TV image, computing the plane of the field.
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Andre, E.,
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On The Simultaneous Interpretation of Real World Image Sequences and
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Earlier:
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Seo, Y.D.[Yong-Duek],
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9709
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Kawashima, T.,
Tateyama, K.,
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Aoki, Y.,
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9810
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Taki, T.,
Hasegawa, J.,
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9610
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Reid, I.D.,
Zisserman, A.,
Goal-Directed Video Metrology,
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BibRef
9600
Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Surveillance Systems .