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Scene modeling: a structural basis for image description
SRI International. Artificial Intelligence Center
Jay M. Tenenbaum
Martin A. Fischler
Harry G. Barrow
出版
Sri international menlo park ca
, 1980
URL
http://books.google.com.hk/books?id=TBy-SgAACAAJ&hl=&source=gbs_api
註釋
Conventional statistical approaches to image modeling are fundamentally limited because they take no account of the underlying physical structure of the scene nor of the image formation process. The image features being modeled are frequently artifacts of viewpoint and illumination that have no intrinsic significance for higher-level interpretation. In this paper a structural approach to modeling is argued for that explicitly relates image appearance to the scene characteristics from which it arose. After establishing the necessity for structural modeling in image analysis, a specific representation for scene structure is proposed and then a possible computational paradigm for recovering this description from an image is described.