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The two volume set LNCS 3851 and LNCS 3852 constitutes the refereed proceedings of the 7th Asian Conference on Computer Vision, ACCV 2006, held in Hyderabad, India in January 2006. The volumes present together a total of 64 revised full papers and 128 revised posters papers selected from about 500 submissions. The papers are organized in topical sections on camera calibration, stereo and pose, texture, face recognition, variational methods, tracking, geometry and calibration, lighting and focus, in the first volume. The papers of the second volume cover topics as detection and applications, statistics and kernels, segmentation, geometry and statistics, signal processing, and video processing.