17.1.3.9.14 Sports, Line Judge, Ball Position, Ball Tracking and Enhanced Displays

Chapter Contents (Back)
Activity Recognition. Ball Tracking. Sports. Track and display the ball. Soccer, Football. Often used in Sporting events:
See also Merging Views, Object Insertion in Image.
See also Basketball Tracking, Desctiptions, Line Judge.
See also Tennis Tracking, Desctiptions, Line Judge.

Goal-Ref Technologies,
2012, Soccer (
WWW Link. ) Vendor, Sports. 1207
Soccer goal line judging.

Johnson, J.W.[James William],
Method to increase the visibility of game objects during telecasting,
US_Patent3,944,738, Mar 16, 1976
WWW Link. Now a simple idea, properly reflective object, special lighting. BibRef 7603

Bowerman, W.R.[William R.],
Method and apparatus for enhancing a televised object,
US_Patent4,064,528, Dec 20, 1977
WWW Link. Reflective coating and lighting BibRef 7712

Sullivan, P.F.[Paul F.], Lynch, F.D.[Francis De_S.], Gobush, W.[William], Hottel, Jr., H.C.[Hoyt C.],
Golf club impact and golf ball launching monitoring system,
US_Patent4,136,387, Jan 23, 1979
WWW Link. BibRef 7901

Haas, S.L.[Steven L.], Fonteneau, N.O.[Norman O.], Sullivan, P.F.[Paul F.], Hottel, Jr., H.C.[Hoyt C.], Brown, R.A.[Robert A.], Gobush, W.[William], Jepson, J.W.[John W.], Lynch, F.D.[Francis Dde_S.],
Apparatus and method for analyzing a golf swing and displaying results,
US_Patent4,137,566, Jan 30, 1979
WWW Link. BibRef 7901

Sullivan, P.F.[Paul F.], Moore, R.W.[Randall W.], Hottel, Jr., H.C.[Hoyt C.], Pelletier, R.G.[Raymond G.], Gobush, W.[William], Lynch, F.D.[Francis De_S.],
Monitoring system for measuring kinematic data of golf balls,
US_Patent4,158,853, Jun 19, 1979
WWW Link. BibRef 7906

Lynch, F.D.[Francis De_S.], Gobush, W.[William], Sullivan, P.F.[Paul F.], Moore, R.W.[Randall W.], Haas, S.L.[Steven L.], Fonteneau, N.O.[Norman O.], Jepson, J.W.[John W.],
Golf ball trajectory presentation system,
US_Patent4,160,942, Jul 10, 1979
WWW Link. BibRef 7907

Wexler, G.[Gil], Steinberg, A.[Alexander],
Automatic line officiating system and method thereof,
US_Patent5,489,886, Feb 6, 1996
WWW Link. BibRef 9602

Gobush, W.[William], Pelletier, D.I.[Diane I.], Winfield, D.C.[Douglas C.], Days, C.[Charles], Aoyama, S.[Steven], Hebert, E.A.[Edmund A.], Silveira, J.A.[James Alan],
Method and apparatus to determine golf ball trajectory and flight,
US_Patent6,241,622, Jun 5, 2001
WWW Link. BibRef 0106
And: US_Patent6,488,591, Dec 3, 2002
WWW Link. BibRef
And: US_Patent6,500,073, Dec 31, 2002
WWW Link. BibRef
And: US_Patent6,616,543, Sep 9, 2003
WWW Link. BibRef
And: US_Patent6,764,412, Jul 20, 2004
WWW Link. BibRef
And: US_Patent7,086,955, Aug 8, 2006
WWW Link. BibRef
And:
Launch monitor system with a calibration fixture and a method for use thereof,
US_Patent6,781,621, Aug 24, 2004
WWW Link. BibRef
And: US_Patent7,369,158, May 6, 2008
WWW Link. From specific light source. BibRef

Gobush, W.[William],
Multishutter camera system,
US_Patent6,533,674, Mar 18, 2003
WWW Link. Computing trajectories BibRef 0303

Gobush, W.[William], Pelletier, D.I.[Diane I.], Days, C.[Charles],
Method and apparatus to determine object striking instrument movement conditions,
US_Patent5,501,463, Mar 26, 1996
WWW Link. BibRef 9603
And: US_Patent5,803,823, Sep 8, 1998
WWW Link. BibRef

Gobush, W.[William], Pelletier, D.I.[Diane I.], Days, C.[Charles],
Monitoring systems to measure and display flight characteristics of moving sports object,
US_Patent5,471,383, Nov 28, 1995
WWW Link. BibRef 9511

Larson, N.G.[Noble G.], Stevens, K.A.[Kent A.],
Automated camera-based tracking system for sports contests,
US_Patent5,363,297, November 8, 1994.
WWW Link. BibRef 9411

Chang, Y.L.[Yuh-Lin], Zeng, W.J.[Wen-Jun],
Method and apparatus for extracting indexing information from digital video data,
US_Patent5,828,809, Oct 27, 1998
WWW Link. US Football analysis BibRef 9810

Ancona, N.[Nicola], Maglietta, R.[Rosalia], Stella, E.[Ettore],
Data representations and generalization error in kernel based learning machines,
PR(39), No. 9, September 2006, pp. 1588-1603.
Elsevier DOI 0606
Supervised learning; Support vector machines; Generalization; Leave-one-out error; Sparse and dense data representation BibRef

d'Orazio, T., Ancona, N., Cicirelli, G., Nitti, M.,
A ball detection algorithm for real soccer image sequences,
ICPR02(I: 210-213).
IEEE DOI 0211
BibRef

Ancona, N.[Nicola], Cicirelli, G., Stella, E.[Ettore], Distante, A.,
Ball detection in static images with Support Vector Machines for classification,
IVC(21), No. 8, August 2003, pp. 675-692.
Elsevier DOI 0307
BibRef
Earlier:
Object detection in images run-time complexity and parameter selection of support vector machines,
ICPR02(II: 426-429).
IEEE DOI 0211
BibRef

Bissonnette, L.C.[Laurent C.], Gobush, W.[William], Pelletier, D.I.[Diane I.], Lutz, M.E.[Mitchell E.],
Performance measurement system with fluorescent markers for golf equipment,
US_Patent7,291,072, Nov 6, 2007
WWW Link. BibRef 0711

Ren, J.C.[Jin-Chang], Orwell, J., Jones, G.A., Xu, M.[Ming],
Real-Time Modeling of 3-D Soccer Ball Trajectories From Multiple Fixed Cameras,
CirSysVideo(18), No. 3, March 2008, pp. 350-362.
IEEE DOI 0804
BibRef
Earlier:
Real-time 3D Football Ball Tracking from Multiple Cameras,
BMVC04(xx-yy).
HTML Version. 0508
BibRef
And:
A General Framework for 3D Soccer Ball Estimation and Tracking,
ICIP04(III: 1935-1938).
IEEE DOI 0505
BibRef

Ren, J.C.[Jin-Chang], Orwell, J.[James], Jones, G.A.[Graeme A.], Xu, M.[Ming],
Tracking the soccer ball using multiple fixed cameras,
CVIU(113), No. 5, May 2009, pp. 633-642.
Elsevier DOI 0904
Motion analysis; Domain knowledge modeling; Trajectory modeling; 3D vision; Video signal processing; Sports analysis BibRef

Watanabe, K., Hokari, M.,
Measurement of 3-D Loci and Attitudes of the Golf Driver Head While Swinging,
SMC-A(36), No. 6, November 2006, pp. 1161-1169.
IEEE DOI 0611
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.
Elsevier DOI 0609
BibRef
Earlier:
Self-calibration Based 3D Information Extraction and Application in Broadcast Soccer Video,
ACCV06(II:852-861).
Springer DOI 0601
3D estimation; Ball detection; Tracking; Soccer video; Broadcast BibRef

Pallavi, V., Mukherjee, J.[Jayanta], Majumdar, A.K.[Arun K.], Sural, S.[Shamik],
Ball detection from broadcast soccer videos using static and dynamic features,
JVCIR(19), No. 7, October 2008, pp. 426-436.
Elsevier DOI 0810
Shot classification; Soccer analysis; Ball detection; Trajectory; Dynamic programming BibRef

Cavallaro, R.H.[Richard H.], Steinberg, E.[Eric], Gueziec, A.[Andre], Mozes, A.[Alon],
Virtual strike zone,
US_Patent7,341,530, Mar 11, 2008
WWW Link. BibRef 0803

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.
DOI Link 0711
BibRef
Earlier:
Semantic units based events detection in soccer videos,
ICIP04(III: 1621-1624).
IEEE DOI 0505
BibRef
And: A1, A3, A2:
An effective and fast soccer ball detection and tracking method,
ICPR04(IV: 795-798).
IEEE DOI 0409
BibRef

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).
Springer DOI 0706
BibRef

Chen, H.T.[Hua-Tsung], Chou, C.L.[Chien-Li], Tsai, W.C.[Wei-Chin], Lee, S.Y.[Suh-Yin], Lin, B.S.P.[Bao-Shuh P.],
HMM-based ball hitting event exploration system for broadcast baseball video,
JVCIR(23), No. 5, July 2012, pp. 767-781.
Elsevier DOI 1205
BibRef
Earlier: A1, A2, A3, A4, Only:
3D ball trajectory reconstruction from single-camera sports video for free viewpoint virtual replay,
VCIP11(1-4).
IEEE DOI 1201
Multimedia system; Highlight detection; Baseball even recognition; Features extraction; HMM; Scene classification; Sports video analysis; Pattern recognition BibRef

Miura, J.[Jun], Shimawaki, T.[Takumi], Sakiyama, T.[Takuro], Shirai, Y.[Yoshiaki],
Ball route estimation under heavy occlusion in broadcast soccer video,
CVIU(113), No. 5, May 2009, pp. 653-662.
Elsevier DOI 0904
BibRef
Earlier: A2, A3, A1, A4:
Estimation of Ball Route under Overlapping with Players and Lines in Soccer Video Image Sequence,
ICPR06(I: 359-362).
IEEE DOI 0609
Ball tracking; Broadcast soccer video; Occlusion BibRef

Choi, K.Y.[Kyuh-Young], Seo, Y.D.[Yong-Duek],
Automatic initialization for 3D soccer player tracking,
PRL(32), No. 9, 1 July 2011, pp. 1274-1282.
Elsevier DOI 1101
BibRef
Earlier:
Tracking Soccer Ball in TV Broadcast Video,
CIAP05(661-668).
Springer DOI 0509
BibRef
Earlier:
Probabilistic Tracking of the Soccer Ball,
SMVP04(50-60).
Springer DOI 0505
Target initialization; Data association; Support vector machines BibRef

Seo, Y.D.[Yong-Duek], Choi, S.H.[Sung-Hoon], Kim, H.W.[Hyun-Woo], Hong, K.S.[Ki-Sang],
Where are the ball and players? Soccer game analysis with color-based tracking and image mosaick,
CIAP97(II: 196-203).
Springer DOI 9709
BibRef

Jones, W.D.,
Will soccer-ball tracking ever reach its goal?,
Spectrum(48), No. 9, September 2011, pp. 20.
IEEE DOI 1109
Brief survey and discussion. BibRef

Cavallaro, R.H.[Rick H.], Hybinette, M.[Maria], White, M.S.[Marvin S.], Balch, T.[Tucker],
Augmenting Live Broadcast Sports with 3D Tracking Information,
MultMedMag(18), No. 4, October-December 2011, pp. 38-47.
IEEE DOI 1112
BibRef

Niu, Z.X.[Zhen-Xing], Gao, X.B.[Xin-Bo], Tian, Q.[Qi],
Tactic analysis based on real-world ball trajectory in soccer video,
PR(45), No. 5, May 2012, pp. 1937-1947.
Elsevier DOI 1201
Real-world trajectory; Attack pattern; Tactic analysis BibRef

Thomas, K.[Karen],
Goal-line technology and the 'beautiful game',
SPIE(Newsroom), June 21, 2012.
DOI Link 1207
Whether you call it football or soccer, whether the ball crossed the goal line is critical to get right. FIFA will decide soon how to deal with controversial goal decisions. BibRef

Goal-line technology scores with FIFA,
SPIE(Newsroom), July 6, 2012.
DOI Link 1207
In a historic decision, FIFA has approved goal-line technology. Rather than selecting one of the two technologies that had undergone rigorous testing, both the Goal-Ref (Germany) (
See also Goal-Ref Technologies. ) and Hawk-Eye (UK) (
See also Hawk-Eye Innovations. ) systems will be made available to leagues and associations. BibRef

Couceiro, M.S.[Micael S.], Dias, G.[Gonçalo], Martins, F.M.L.[Fernando M. L.], Luz, J.M.A.[J. Miguel A.],
A fractional calculus approach for the evaluation of the golf lip-out,
SIViP(6), No. 3, September 2012, pp. 437-443.
WWW Link. 1209
BibRef

Wang, D.H.[Dong-Hui], Kong, S.[Shu],
Learning class-specific dictionaries for digit recognition from spherical surface of a 3D ball,
MVA(24), No. 6, August 2013, pp. 1213-1227.
WWW Link. 1307
BibRef
And: A2, A1:
Learning individual-specific dictionaries with fused multiple features for face recognition,
FG13(1-8)
IEEE DOI 1309
dictionaries BibRef

Wang, D.H.[Dong-Hui], Wang, X.[Xikui], Kong, S.[Shu],
Integration of multi-feature fusion and dictionary learning for face recognition,
IVC(31), No. 12, 2013, pp. 895-904.
Elsevier DOI 1312
Dictionary learning BibRef

Leo, M.[Marco], Mazzeo, P.L.[Pier Luigi], Nitti, M.[Massimiliano], Spagnolo, P.[Paolo],
Accurate ball detection in soccer images using probabilistic analysis of salient regions,
MVA(24), No. 8, November 2013, pp. 1561-1574.
Springer DOI 1310
BibRef

Mazzeo, P.L.[Pier Luigi], Spagnolo, P.[Paolo], Distante, C.[Cosimo],
BRISK Local Descriptors for Heavily Occluded Ball Recognition,
CIAP15(I:172-182).
Springer DOI 1511
BibRef

Leo, M.[Marco], d'Orazio, T.[Tiziana], Spagnolo, P.[Paolo], Mazzeo, P.L.[Pier Luigi], Distante, A.[Arcangelo],
SIFT Based Ball Recognition in Soccer Images,
ICISP08(263-272).
Springer DOI 0807

See also visual system for real time detection of goal events during soccer matches, A. BibRef

Wang, X.C.[Xin-Chao], Ablavsky, V.[Vitaly], Shitrit, H.B.[Horesh Ben], Fua, P.[Pascal],
Take your eyes off the ball: Improving ball-tracking by focusing on team play,
CVIU(119), No. 1, 2014, pp. 102-115.
Elsevier DOI 1402
Tracking BibRef

Thomas, K.[Karen],
Keeping an eye on the ball,
SPIE(Newsroom), June 5, 2014
DOI Link 1407
Optical technology will make history at the 2014 FIFA World Cup. Goal line technology. BibRef

de Marco, T.[Tommaso], Cazzato, D.[Dario], Leo, M.[Marco], Distante, C.[Cosimo],
Randomized circle detection with isophotes curvature analysis,
PR(48), No. 2, 2015, pp. 411-421.
Elsevier DOI 1411
Circle Detection. Circle detection BibRef

de Marco, T.[Tommaso], Leo, M.[Marco], Distante, C.[Cosimo],
Soccer Ball Detection with Isophotes Curvature Analysis,
CIAP13(I:793-802).
Springer DOI 1311
BibRef

Yakut, M.[Mehmet], Kehtarnavaz, N.[Nasser],
Ice-hockey puck detection and tracking for video highlighting,
SIViP(10), No. 3, March 2016, pp. 527-533.
WWW Link. 1602
BibRef

Yang, J.[Jinsuk], Bang, G.[Green], Oh, K.[Kyoungsu], Ko, I.[Ilju],
Immersive physically interactive game studio for a ball throwing game,
IJCVR(7), No. 3, 2017, pp. 302-313.
DOI Link 1704
BibRef

Wang, Z.K.[Zhi-Kun], Boularias, A.[Abdeslam], Mülling, K.[Katharina], Schölkopf, B.[Bernhard], Peters, J.[Jan],
Anticipatory action selection for human-robot table tennis,
AI(247), No. 1, 2017, pp. 399-414.
Elsevier DOI 1705
Anticipation BibRef

Chen, J.H.[Jian-Hui], Little, J.J.[James J.],
Where should cameras look at soccer games: Improving smoothness using the overlapped hidden Markov model,
CVIU(159), No. 1, 2017, pp. 59-73.
Elsevier DOI 1706
Camera, planning BibRef

Ijiri, T.[Takashi], Nakamura, A.[Atsushi], Hirabayashi, A.[Akira], Sakai, W.[Wataru], Miyazaki, T.[Takeshi], Himeno, R.[Ryutaro],
Automatic spin measurements for pitched Baseballs via consumer-grade high-speed cameras,
SIViP(11), No. 7, October 2017, pp. 1197-1204.
Springer DOI 1708
BibRef

Calagari, K., Elgharib, M., Didyk, P., Kaspar, A., Matusik, W., Hefeeda, M.,
Data Driven 2-D-to-3-D Video Conversion for Soccer,
MultMed(20), No. 3, March 2018, pp. 605-619.
IEEE DOI 1802
Cameras, Databases, Games, Image color analysis, Streaming media, three-dimensional (3-D) video BibRef

Deng, Z.W.[Zi-Wei], Hou, Y.L.[Yi-Lin], Cheng, X.[Xina], Ikenaga, T.[Takeshic],
Multi-Peak Estimation for Real-Time 3D Ping-Pong Ball Tracking with Double-Queue Based GPU Acceleration,
IEICE(E101-D), No. 5, May 2018, pp. 1251-1259.
WWW Link. 1805
BibRef

Hou, Y.L.[Yi-Lin], Deng, Z.W.[Zi-Wei], Cheng, X.[Xina], Ikenaga, T.[Takeshi],
View Priority Based Threads Allocation and Binary Search Oriented Reweight for GPU Accelerated Real-Time 3D Ball Tracking,
IEICE(E101-D), No. 12, December 2018, pp. 3190-3198.
WWW Link. 1812
BibRef

Parisot, P.[Pascaline], de Vleeschouwer, C.[Christophe],
Consensus-based trajectory estimation for ball detection in calibrated cameras systems,
RealTimeIP(16), No. 5, October 2019, pp. 1335-1350.
WWW Link. 1911
BibRef

Wu, W.N.[Wan-Neng], Xu, M.[Min], Liang, Q.K.[Qiao-Kang], Mei, L.[Li], Peng, Y.[Yu],
Multi-camera 3D ball tracking framework for sports video,
IET-IPR(14), No. 15, 15 December 2020, pp. 3751-3761.
DOI Link 2103
BibRef

Rozumnyi, D.[Denys], Kotera, J.[Jan], Šroubek, F.[Filip], Matas, J.G.[Jirí G.],
Tracking by Deblatting,
IJCV(129), No. 9, September 2021, pp. 2583-2604.
Springer DOI 2108
BibRef
Earlier:
Non-causal Tracking by Deblatting,
GCPR19(122-135).
Springer DOI 1911
Award, GCPR, HM. BibRef

Rozumnyi, D.[Denys], Kotera, J.[Jan], Šroubek, F.[Filip], Novotný, L.[Lukáš], Matas, J.G.[Jirí G.],
The World of Fast Moving Objects,
CVPR17(4838-4846)
IEEE DOI 1711
Moves more than its size in the exposure time. Sports videos. Detectors, Estimation, Image color analysis, Pipelines, Tracking, Trajectory, Videos BibRef

Dong, J.X.[Jia-Xu], Cheng, X.[Xina], Ikenaga, T.[Takeshi],
Multi-physical and Temporal Feature Based Self-correcting Approximation Model for Monocular 3D Volleyball Trajectory Analysis,
MVA21(1-4)
DOI Link 2109
Resistance, Training, Solid modeling, Analytical models, Atmospheric modeling, Vision sensors BibRef


Decorte, R.[Robbe], Paré, M.[Martin], Vanhaeverbeke, J.[Jelle], Taelman, J.[Joachim], Slembrouck, M.[Maarten], Verstockt, S.[Steven],
Multi-Modal Hit Detection and Positional Analysis in Padel Competitions,
CVSports24(3306-3314)
IEEE DOI 2410
Measurement, Accuracy, Annotations, Heuristic algorithms, Refining, Predictive models, Prediction algorithms, Sound Event Detection, Sports Data Science BibRef

Nakabayashi, T.[Takuya], Higa, K.[Kyota], Yamaguchi, M.[Masahiro], Fujiwara, R.[Ryo], Saito, H.[Hideo],
Event-based Ball Spin Estimation in Sports,
CVSports24(3367-3375)
IEEE DOI 2410
Estimation, Lighting, Games, Visual systems, Cameras, Vectors, event camera, spin estimation BibRef

Gossard, T.[Thomas], Krismer, J.[Julian], Ziegler, A.[Andreas], Tebbe, J.[Jonas], Zell, A.[Andreas],
Table tennis ball spin estimation with an event camera,
CVSports24(3347-3356)
IEEE DOI 2410
Tracking, Sports equipment, Estimation, Cameras, Reliability engineering, Trajectory, Recording, Table tennis, spin, event camera BibRef

van Zandycke, G.[Gabriel], de Vleeschouwer, C.[Christophe],
3D Ball Localization From A Single Calibrated Image,
CVSports22(3471-3479)
IEEE DOI 2210
Location awareness, Solid modeling, Detectors, Predictive models, Cameras, Trajectory BibRef

Liu, P.[Paul], Wang, J.H.[Jui-Hsien],
MonoTrack: Shuttle trajectory reconstruction from monocular badminton video,
CVSports22(3512-3521)
IEEE DOI 2210
Tracking, Pipelines, Estimation, Feature extraction, Robustness, Trajectory BibRef

Chen, Y.H.[Yu-Hsi], Wang, C.Y.[Chien-Yao], Yang, C.Y.[Cheng-Yun], Chang, H.S.[Hung-Shuo], Lin, Y.L.[Youn-Long], Chuang, Y.Y.[Yung-Yu], Liao, H.Y.M.[Hong-Yuan Mark],
NeighborTrack: Single Object Tracking by Bipartite Matching with Neighbor Tracklets and Its Applications to Sports,
CVSports23(5139-5148)
IEEE DOI 2309
BibRef

McNally, W.[William], Lambeth, J.[Jacob], Brekke, D.[Dustin],
Combining Physics and Deep Learning Models to Simulate the Flight of a Golf Ball,
CVSports23(5119-5128)
IEEE DOI 2309
BibRef

Marques, M.S.[Miguel Santos], Faria, R.G.[Ricardo Gomes], Brito, J.H.[José Henrique],
Hierarchical Line Extremity Segmentation U-net for the Soccernet 2022 Calibration Challenge - Pitch Localization,
IbPRIA23(442-453).
Springer DOI 2307
BibRef

Vats, K.[Kanav], Fani, M.[Mehrnaz], Clausi, D.A.[David A.], Zelek, J.[John],
Puck localization and multi-task event recognition in broadcast hockey videos,
CVSports21(4562-4570)
IEEE DOI 2109
Location awareness, Training, Head, Image resolution, Annotations, Visual analytics, Ice BibRef

Calandre, J.[Jordan], Péteri, R.[Renaud], Mascarilla, L.[Laurent], Tremblais, B.[Benoit],
Extraction and analysis of 3D kinematic parameters of Table Tennis ball from a single camera,
ICPR21(9468-9475)
IEEE DOI 2105
Training, Sports equipment, Video sequences, Estimation, Kinematics, Cameras, Video analysis, Table Tennis BibRef

von Braun, M., Frenzel, P., Käding, C., Fuchs, M.,
Utilizing Mask R-CNN for Waterline Detection in Canoe Sprint Video Analysis,
CVSports20(3826-3835)
IEEE DOI 2008
Training, Image segmentation, Video sequences, Task analysis, Kinematics, Linear regression BibRef

Jiang, W., Gamboa Higuera, J.C., Angles, B., Sun, W., Javan, M., Yi, K.M.,
Optimizing Through Learned Errors for Accurate Sports Field Registration,
WACV20(201-210)
IEEE DOI 2006
Optimization, Videos, Cameras, Pipelines, Training, Machine learning BibRef

Yan, Q.Q.[Qing-Qing], Li, S.[Shu], Liu, C.J.[Cheng-Ju], Chen, Q.J.[Qi-Jun],
Real-time Lightweight CNN in Robots with Very Limited Computational Resources: Detecting Ball in NAO,
CVS19(24-34).
Springer DOI 1912
BibRef

Komorowski, J., Kurzejamski, G., Sarwas, G.,
BallTrack: Football ball tracking for real-time CCTV systems,
MVA19(1-5)
DOI Link 1911
cameras, closed circuit television, object detection, object tracking, sport, video signal processing, BallTrack, Videos BibRef

Liang, L., Cheng, X., Ikenaga, T.,
Team Formation Mapping and Sequential Ball Motion State Based Event Recognition for Automatic Data Volley,
MVA19(1-4)
DOI Link 1911
data acquisition, Gaussian processes, image motion analysis, object detection, object recognition, object tracking, sport, Resource management BibRef

Tebbe, J.[Jonas], Gao, Y.[Yapeng], Sastre-Rienietz, M.[Marc], Zell, A.[Andreas],
A Table Tennis Robot System Using an Industrial KUKA Robot Arm,
GCPR18(33-45).
Springer DOI 1905
BibRef

Pidaparthy, H., Elder, J.,
Keep Your Eye on the Puck: Automatic Hockey Videography,
WACV19(1636-1644)
IEEE DOI 1904
cameras, image sequences, regression analysis, sport, video cameras, video recording, video signal processing, objective surrogate, Planning BibRef

Theagarajan, R., Pala, F., Zhang, X., Bhanu, B.,
Soccer: Who Has the Ball? Generating Visual Analytics and Player Statistics,
CVSports18(1830-18308)
IEEE DOI 1812
Sports, Videos, Visual analytics, Cameras, Games, Histograms, Training BibRef

Cheng, X., Ikoma, N., Honda, M., Ikenaga, T.,
Simultaneous physical and conceptual ball state estimation in volleyball game analysis,
VCIP17(1-4)
IEEE DOI 1804
data analysis, feature extraction, high definition television, image motion analysis, image sequences, object tracking, simultaneous estimation BibRef

Warnecke, A.[Alexander], Lüddecke, T.[Timo], Wörgötter, F.[Florentin],
Convolutional Neural Networks for Movement Prediction in Videos,
GCPR17(215-225).
Springer DOI 1711
Ball tracking. Table tennis. BibRef

Homayounfar, N., Fidler, S., Urtasun, R.,
Sports Field Localization via Deep Structured Models,
CVPR17(4012-4020)
IEEE DOI 1711
Cameras, Computational modeling, Games, Image segmentation, Semantics, Solid modeling, BibRef

Tora, M.R., Chen, J., Little, J.J.,
Classification of Puck Possession Events in Ice Hockey,
CVSports17(147-154)
IEEE DOI 1709
Activity recognition, Context modeling, Feature extraction, Ice, Logic gates, Trajectory BibRef

Miyata, S., Saito, H., Takahashi, K., Mikami, D., Isogawa, M., Kimata, H.,
Ball 3D Trajectory Reconstruction without Preliminary Temporal and Geometrical Camera Calibration,
CVSports17(164-169)
IEEE DOI 1709
Calibration, Cameras, Sports equipment, Synchronization, Trajectory. BibRef

Blanc, K., Lingrand, D., Precioso, F.,
Singlets: Multi-resolution Motion Singularities for Soccer Video Abstraction,
CVSports17(66-75)
IEEE DOI 1709
Databases, Feature extraction, Games, Support vector machines, TV, Tracking BibRef

Deng, Z., Cheng, X., Ikenaga, T.,
Ball-like observation model and multi-peak distribution estimation based particle filter for 3D Ping-pong ball tracking,
MVA17(390-393)
DOI Link 1708
Adaptation models, Cameras, Estimation, Games, Histograms, Videos BibRef

Takahashi, M., Ikeya, K., Kano, M., Ookubo, H., Mishina, T.,
Robust volleyball tracking system using multi-view cameras,
ICPR16(2740-2745)
IEEE DOI 1705
Cameras, Position measurement, Robustness, Target tracking, Trajectory, multi-view cameras, sports video analysis, visual, object, tracking BibRef

Cardenas, D.G., Zuniga, M.D.,
Bullet-Proof Robust Real-Time Ball Tracking,
DICTA16(1-8)
IEEE DOI 1701
Cameras BibRef

Maksai, A., Wang, X., Fua, P.,
What Players do with the Ball: A Physically Constrained Interaction Modeling,
CVPR16(972-981)
IEEE DOI 1612
BibRef

Myint, H.[Hnin], Wong, P.[Patrick], Dooley, L.[Laurence], Hopgood, A.[Adrian],
Tracking a table tennis ball for umpiring purposes,
MVA15(170-173)
IEEE DOI 1507
Cameras BibRef

Ando, S., Hayashi, J.I.,
A method of ball spin estimation using seams lines,
FCV15(1-4)
IEEE DOI 1506
data analysis BibRef

Desai, A.[Alok], Lee, D.J.[Dah-Jye], Wilson, C.[Craig],
Determine Absolute Soccer Ball Location in Broadcast Video Using SYBA Descriptor,
ISVC14(II: 588-597).
Springer DOI 1501
BibRef

Kim, J.[Jongsung], Kim, M.[Myunggyu],
Robust Surface Pattern Matching for Ball Spin Estimation with Multi-exposed Images Under Varying Illumination Conditions,
ICPR14(4560-4563)
IEEE DOI 1412
Correlation coefficient BibRef

Gabdulkhakova, A.[Aysylu], Kropatsch, W.G.[Walter G.],
Video Analysis of a Snooker Footage Based on a Kinematic Model,
SSSPR14(223-232).
Springer DOI 1408
BibRef

Wei, X.Y.[Xin-Yu], Lucey, P.[Patrick], Vidas, S.[Stephen], Morgan, S.[Stuart], Sridharan, S.[Sridha],
Forecasting Events Using an Augmented Hidden Conditional Random Field,
ACCV14(IV: 569-582).
Springer DOI 1504
BibRef

Shishido, H.[Hidehiko], Kitahara, I.[Itaru], Kameda, Y.[Yoshinari], Ohta, Y.[Yuichi],
A Trajectory Estimation Method for Badminton Shuttlecock Utilizing Motion Blur,
PSIVT13(325-336).
Springer DOI 1402
BibRef

Linnemann, A.[Antje], Gerke, S.[Sebastian], Kriener, S.[Sven], Ndjiki-Nya, P.[Patrick],
Temporally consistent soccer field registration,
ICIP13(1316-1320)
IEEE DOI 1402
Cameras BibRef

Tamaki, S.[Sho], Saito, H.[Hideo],
Reconstruction of 3D Trajectories for Performance Analysis in Table Tennis,
CVSports13(1019-1026)
IEEE DOI 1309
RGB-D camera BibRef

Linderoth, M.[Magnus], Robertsson, A.[Anders], Johansson, R.[Rolf],
Color-based detection robust to varying illumination spectrum,
WORV13(120-125)
IEEE DOI 1307
Ball catcher BibRef

Jensen, U.[Ulf], Eskofier, B.[Bjoern], Dassler, F.[Frank],
Classification of kinematic golf putt data with emphasis on feature selection,
ICPR12(1735-1738).
WWW Link. 1302
BibRef

Legg, P.A.[Philip A.], Parry, M.L.[Matthew L.], Chung, D.H.S.[David H. S.], Jiang, R.M.[Richard M.], Morris, A.[Adrian], Griffiths, I.W.[Iwan W.], Marshall, D.[David], Chen, M.[Min],
Intelligent filtering by semantic importance for single-view 3D reconstruction from Snooker video,
ICIP11(2385-2388).
IEEE DOI 1201
BibRef

Han, Y.[Yina], Liu, G.Z.[Gui-Zhong], Chollet, G.,
Goal event detection in broadcast soccer videos by combining heuristic rules with unsupervised fuzzy c-means algorithm,
ICARCV08(888-891).
IEEE DOI 1109
BibRef

Kataoka, H.[Hirokatsu], Aoki, Y.[Yoshimitsu],
Football players and ball trajectories projection from single camera's image,
FCV11(1-4).
IEEE DOI 1102
BibRef

Kopf, S.[Stephan], Guthier, B.[Benjamin], Farin, D.[Dirk], Han, J.G.[Jun-Gong],
Analysis and retargeting of ball sports video,
WACV11(9-14).
IEEE DOI 1101
BibRef

Poiesi, F.[Fabio], Daniyal, F.[Fahad], Cavallaro, A.[Andrea],
Detector-less ball localization using context and motion flow analysis,
ICIP10(3913-3916).
IEEE DOI 1009
BibRef

Hervieu, A.[Alexandre], Bouthemy, P.[Patrick], Le Cadre, J.P.[Jean-Pierre],
Trajectory-based handball video understanding,
CIVR09(Article No 43).
DOI Link 0907
BibRef

Liu, S.X.F.[Sophie Xiao-Fan], Jiang, L.J.[Li-Jun], Garner, J.[Jacob], Vermette, S.[Sharayah],
Video based soccer ball tracking,
Southwest1(53-56).
IEEE DOI 1005
BibRef

Pei, C.[Chaoke], Yang, S.Y.[Shu-Yuan], Gao, L.[Li], Ma, W.P.[Wei-Peng],
A Real Time Ball Detection Framework For Soccer Video,
WSSIP09(1-4).
IEEE DOI 0906
BibRef

Birbach, O.[Oliver], Frese, U.[Udo],
A Multiple Hypothesis Approach for a Ball Tracking System,
CVS09(435-444).
Springer DOI 0910
BibRef

Zupancic, T.[Tadej], Jaklic, A.[Aleš],
Automatic Golf Ball Trajectory Reconstruction and Visualization,
MIRAGE09(150-160).
Springer DOI 0905
BibRef

Zhang, Y.[Yi], Lu, H.Q.[Han-Qing], Xu, C.S.[Chang-Sheng],
Collaborate ball and player trajectory extraction in broadcast soccer video,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Yu, J.Q.[Jun-Qing], Tang, Y.[Yang], Wang, Z.F.[Zhi-Fang], Shi, L.J.[Le-Jiang],
Playfield and Ball Detection in Soccer Video,
ISVC07(II: 387-396).
Springer DOI 0711
BibRef

Huang, Y.[Yu], Llach, J.[Joan], Zhang, C.[Chao],
A method of small object detection and tracking based on particle filters,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Huang, Y.[Yu], Llach, J.[Joan], Bhagavathy, S.[Sitaram],
Players and Ball Detection in Soccer Videos Based on Color Segmentation and Shape Analysis,
MCAM07(416-425).
Springer DOI 0706
BibRef

Lam, J., Long, F.[Fei], Roth, G., Greenspan, M.,
Determining Shot Accuracy of a Robotic Pool System,
CRV06(23-23).
IEEE DOI 0607
BibRef

Uchiyama, H.[Hideaki], Saito, H.[Hideo],
Position Estimation of Solid Balls from Handy Camera for Pool Supporting System,
PSIVT06(393-402).
Springer DOI 0612
Hand held camera to analyze pool BibRef

Zhang, B.[Bin], Dou, W.B.[Wei-Bei], Chen, L.M.[Li-Ming],
Ball Hit Detection in Table Tennis Games Based on Audio Analysis,
ICPR06(III: 220-223).
IEEE DOI 0609
BibRef

Cristina, F.[Federico], Dapoto, S.H.[Sebastián H.], Russo, C.[Claudia], Degiusti, A.[Armando], Abásolo, M.J.[María José],
Mobile Path and Spin 3D Tracking and Reconstruction,
AMDO06(120-131).
Springer DOI 0607
3-D tracking and spin of soccer ball. BibRef

Shum, H., Komura, T.[Taku],
Tracking the Translational and Rotational Movement of the Ball Using High-Speed Camera Movies,
ICIP05(III: 1084-1087).
IEEE DOI 0512
BibRef

Yamada, A., Shirai, Y., Miura, J.[Jun],
Tracking players and a ball in video image sequence and estimating camera parameters for 3d interpretation of soccer games,
ICPR02(I: 303-306).
IEEE DOI 0211
BibRef

Ohno, Y.[Yoshinori], Miura, J.[Jun], Shirai, Y.[Yoshiaki],
Tracking Players and Estimation of the 3d Position of a Ball in Soccer Games,
ICPR00(Vol I: 145-148).
IEEE DOI 0009
BibRef

Branca, A., Stella, E., Ancona, N., Distante, A.,
Goal distance estimation in soccer game,
CIAP01(565-569).
IEEE DOI 0210
BibRef

Reid, I.D., Zisserman, A.,
Goal-Directed Video Metrology,
ECCV96(II:647-658).
Springer DOI Tracking a soccer ball (directed toward the goal), accurate measurements are possible. BibRef 9600

Chapter on Motion -- Human Motion, Surveillance, Tracking, Surveillance, Activities continues in
Surveillance Systems .


Last update:Nov 26, 2024 at 16:40:19