Accession Number : ADA290041
Title : Towards an Example-Based Image Compression Architecture for Video-Conferencing.
Descriptive Note : Memorandum rept.,
Corporate Author : MASSACHUSETTS INST OF TECH CAMBRIDGE ARTIFICIAL INTELLIGENCE LAB
Personal Author(s) : Toelg, Sebastian ; Poggio, Tomas
PDF Url : ADA290041
Report Date : JUN 1994
Pagination or Media Count : 38
Abstract : This paper consists of two major parts. First, we present the outline of a simple approach to very-low bandwidth video-conferencing system relying on an example-based hierarchical image compression scheme. In particular, we discuss the use of example images as a model, the number of required examples, faces as a class of semi-rigid objects, a hierarchical model based on decomposition into different time-scales, and the decomposition of face images into patches of interest. In the second part, we present several algorithms for image processing and animation as well as experimental evaluations. Among the original contributions of this paper is an automatic algorithm for pose estimation and normalization. We also review and compare different algorithms for finding the nearest neighbors in a database for a new input as well as a generalized algorithm for blending patches of interest in order to synthesize new images. Finally, we outline the possible integration of several algorithms to illustrate a simple model based video conference system.
Descriptors : *TELEVISION SYSTEMS, *COMMUNICATIONS NETWORKS, TEST AND EVALUATION, DATA BASES, ALGORITHMS, IMAGE PROCESSING, INPUT, SYNTHESIS, COMPUTER ARCHITECTURE, OPTICAL IMAGES, HIERARCHIES, DECOMPOSITION, AUTOMATIC.
Subject Categories : Cybernetics
Distribution Statement : APPROVED FOR PUBLIC RELEASE