期刊
IEEE TRANSACTIONS ON IMAGE PROCESSING
卷 12, 期 8, 页码 917-923出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIP.2003.814247
关键词
eye movements; planetary exploration; pre-screening; regions of interest; scanpath theory
Independent and automatic image processing is a fundamental objective of the computer vision community. Understanding the role of the eye movement scanpath in human vision is an important step toward the achievement of this objective. This top-down model of higher human vision is a new approach to bottom-up image processing algorithms and provides an important new metric and tool in computer vision. We have demonstrated that a small and manageable collection of image processing algorithms, experimentally selected and then combined together can serve in a task such as predicting human eye fixations identifying geological features. Thus, automatic picture analysis based upon human vision could be an essential element in planetary exploration.
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