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Abstract: A method for the simultaneous localization and recognition of dynamic hand gestures is proposed. At the core of this method is a dynamic space-time warping (DSTW) algorithm, that aligns a pair of query and model gestures in both space and time. For every frame of the query sequence, feature detectors generate multiple hand region candidates. Dynamic programming is then used to compute both a global matching cost, which is used to recognize the query gesture, and a warping path, which aligns the ... (Update)
Active bibliography (related documents): More All
1.8: Simultaneous Localization and Recognition of Dynamic.. - Alon, Athitsos, Yuan.. (2005) (Correct)
0.3: A Review of Vision-Based Hand Gestures - Derpanis (2004) (Correct)
0.1: Scaling up Dynamic Time Warping to Massive Datasets - Keogh, Pazzani (1999) (Correct)
BibTeX entry: (Update)
@misc{ alon-simultaneous,
author = "J. Alon and et al.",
title = "Simultaneous Localization and Recognition of Dynamic Hand Gestures",
url = "citeseer.ist.psu.edu/alon05simultaneous.html" }
Citations (may not include all citations):653 Fundamentals of speech recognition (context) - Rabiner, Juang - 1993
335 Neural network-based face detection - Rowley, Baluja et al. - 1998
145 Rapid object detection using a boosted cascade of simple fea.. - Viola, Jones - 2001
108 Visual interpretation of hand gestures for human-computer in.. - Pavlovic, Sharma et al. - 1997
104 Space-time gestures (context) - Darrell, Pentland - 1993
102 Icondensation: Unifying lowlevel and high-level tracking in .. - Isard, Blake - 1998
88 Statistical color models with application to skin detection - Jones, Rehg - 2002
81 Real-time american sign language recognition from video usin.. - Starner, Pentland - 1995
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38 Orientation histogram for hand gesture recognition - Freeman, Roth - 1995
31 View-based interpretation of realtime optical flow for gestu.. - Cutler, Turk - 1998
30 Active hand tracking - Martin, Devin et al. - 1998
27 Probabilistic data association methods for tracking complex .. - Rasmussen, Hager - 2001
22 Recognizing action at a distance - Efros, Berg et al. - 2003
20 Exact indexing of dynamic time warping - Keogh - 2002
15 Recognizing temporal trajectories using the condensation alg.. - Black, Jepson - 1998
14 Robotic gesture recognition - Triesch, von der Malsburg - 1997
8 The symmetric time warping algorithm: From continuous to dis.. (context) - Kruskall, Liberman - 1983
4 Computer vision for television and games (context) - Freeman - 1999
3 Dynamic time warping for off-line recognition of a small ges.. (context) - Corradini - 2001
3 Hand gesture recognition using a real-time tracking method a.. (context) - Chen, Fu et al. - 2003
3 Extension of hidden markov models to deal with multiple cand.. (context) - Sato, Kobayashi - 2002
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