This book documents the scientific outcome of the International NSF-ARPA Workshop on Object Representation in Computer Vision, held in New York City in December 1994 with invited participants chosen among the recognized experts in the field.The volume presents the complete set of papers in revised full-length versions. In addition, the first paper is a report on the workshop in which the panel discussions as well as the conclusions and recommendations reached by the workshop participants are summarized.Altogether the volume provides an excellent, in-depth view of the state of the art in this active area of research and applications
Table Of Contents:Report on the 1995 Workshop on 3-D Object Representations in Computer Vision1Object Recognition: The Search for Representation19Appearance-Based 3D Object Recognition51Using Quasi-Invariants for Automatic Model Building and Object Recognition: an Overview65Object Representation for Recognition-By-Alignment77Distinctive Representations for the Recognition of Curved Surfaces Using Outlines and Markings89The Epipolar Parametrization101Using Two-Dimensional Models to Interact with the Three-Dimensional World109Representations for Recognizing Complex Curved 3D Objects125On Representation and Invariant Recognition of Complex Objects Based on Patches and Parts139Algebraic Geometry and Object Representation in Computer Vision155Discrete Surface Signal Processing: The Polygon as the Surface Element167Spline Representations in 3-D Vision177Triangles as a Primary Representation191Body-Centered Representation and Perception207The Challenge of Generic Object Recognition217A Physics-Based Framework for Segmentation, Shape and Motion Estimation233Modal Representations249Time Representation of Deformations: Combining Vibration Modes and Fourier Analysis263Physics in a Fantasy World vs. Robust Statistical Estimation277Towards a Robust Physics-Based Object Recognition System297Toward Non-Parametric Digital Shape Representation and Recovery313Spherical Representations: from EGI to SAI327From Physics-Based Representation to Functional Modeling of Highly Complex Objects347
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|Book:||Object Representation In Computer Vision: International Nsf-Arpa Workshop, New York City, NY, USA, December 5 - 7, 1994. Proceedings|
|Author:||Jean Ponce Martial Hebert Terry Boult|
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