Automatically assigned DDC number: 00637
Manually assigned DDC number: 00637

Number of references: 8

Title: Cardboard People: A Parameterized Model of Articulated Image Motion

Author:

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Subject: Shanon X. Ju,Michael J. Black,Yaser Yacoob Cardboard People: A Parameterized Model of Articulated Image Motion

Description: We extend the work of Black and Yacoob on the tracking and recognition of human facial expressions using parameterized models of optical flow to deal with the articulated motion of human limbs. We define a "cardboard person model" in which a person's limbs are represented by a set of connected planar patches. The parameterized image motion of these patches is constrained to enforce articulated motion and is solved for directly using a robust estimation technique. The recovered motion parameters provide a rich and concise description of the activity that can be used for recognition. We propose a method for performing view-based recognition of human activities from the optical flow parameters that extends previous methods to cope with the cyclical nature of human motion. We illustrate the method with examples of tracking human legs over long image sequences.

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 1996-09-18

Pubyear: 1996

Format: ps

Identifier: http://citeseer.ist.psu.edu/149902.html

Source: http://www.umiacs.umd.edu/users/yaser/ju_black_yacoob.ps.Z

Language: en

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Rights: unrestricted

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