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TPAMI publishes articles on all traditional areas of computer vision and image understanding, all traditional areas of pattern analysis and recognition, and selected areas of machine intelligence, with a particular emphasis on machine learning for pattern analysis. Areas such as techniques for visual search, document and handwriting analysis, medical image analysis, video and image sequence analysis, content-based retrieval of image and video, face and gesture recognition and relevant specialized hardware and/or software architectures are also covered.

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Summary by Evan Su 9 years ago

This paper presents an efficient object retrieval approach that employs methods from statistical text retrieval. High level features (visual analogy of words) are are provided by vector quantizing low level features (region descriptors). The use of high level features and techniques of text retrieval significantly reduce the matching cost.

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