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Multi-Disciplinary Techniques for Understanding Time-Varying Space-Based Imagery. (2002)

Abstract
A multi-disciplinary program for space-based image processing is reported. This project combines optical and digital processing techniques and pattern recognition, image understanding and artificial intelligence methodologies. Time-change image processing was recognized as the key issue to be addressed. Three time-change scenarios were defined based on the frame rate of the data change. This report details the recent research on: various statistical and deterministic image features, recognition of sub-pixel targets in time-varying imagery, and 3-D object modeling and recognition. (Author)

Publication details
Contributors CARNEGIE-MELLON UNIV PITTSBURGH PA DEPT OF ELECTRICAL ENGINEERING
Repository Defense Technical Information Center OAI-PMH Repository (United States)
Keywords THEORETICAL MATHEMATICS, OPTICS, *MATHEMATICAL MODELS, *IMAGE PROCESSING, *SPACE BASED, ALGORITHMS, SCENARIOS, DIGITAL SYSTEMS, AIR FORCE RESEARCH, MODELS, GRAPHS, TARGETS, THREE DIMENSIONAL, PATTERN RECOGNITION, ARTIFICIAL INTELLIGENCE, OPTICAL PROCESSING, IMAGE REGISTRATION., Image understanding, Scene analysis, PE61102F, WUAFOSR2304A7
Language eng