Reconstructing force-dynamic models from video sequences

作者: Jeffrey Mark Siskind

DOI: 10.1016/S0004-3702(03)00112-7

关键词: CircumscriptionAlgorithmComputer visionSample (statistics)MathematicsMachine visionSpace (mathematics)Linear programmingArtificial intelligenceInterpretation (philosophy)Reduction (complexity)Knowledge representation and reasoning

摘要: This paper presents a method for recovering the support, contact, and attachment (i.e., force dynamic) relations between objects depicted in video sequences. It first stability-analysis procedure that determines whether configuration of observed is stable under given interpretation using reduction to linear programming. then model-reconstruction searching space admissible interpretations find simplest or models. These procedures have been implemented as part system recovers force-dynamic from sequences uses those classify events occur details illustrates their operation on sample

参考文章(108)
Avi Pfeffer, IBAL: a probabilistic rational programming language international joint conference on artificial intelligence. pp. 733- 740 ,(2001)
George Lakoff, Andreas Stolcke, Jerome A. Feldman, Susan Hollback Weber, Dana Dahlstrom, Miniature Language Acquisition: A Touchstone for Cognitive Science ,(2002)
Saburo Tsuji, Shinichi Kuroda, Akira Morizono, Understanding a simple cartoon film by a computer vision system international joint conference on artificial intelligence. pp. 609- 610 ,(1977)
Steven W. Zucker, John K. Tsotsos, John Mylopoulos, H. Dominic Cowey, ALVEN: a study on motion understanding by computer international joint conference on artificial intelligence. pp. 890- 892 ,(1979)
Naoyuki Okada, SUPP: understanding moving picture patterns based on linguistic knowledge international joint conference on artificial intelligence. pp. 690- 692 ,(1979)
David L. Waltz, Toward a detailed model of processing for language describing the physical world international joint conference on artificial intelligence. pp. 1- 6 ,(1981)
Masahiko Yachida, Saburo Tsuji, Michiharu Osada, Three dimensional movement analysis of dynamic line images international joint conference on artificial intelligence. pp. 896- 901 ,(1979)
H.-H. Nagel, Analysing sequences of TV-frames international joint conference on artificial intelligence. pp. 626- 626 ,(1977)
Heinz Marburger, Bernd Neumann, Hans-Joachim Novak, Natural language dialogue about moving objects in an automatically analyzed traffic scene international joint conference on artificial intelligence. pp. 49- 51 ,(1981)