In conjunction with the first IEEE Computer Society Workshop on Perceptual Organization in Computer Vision, which was held June 26, 1998 in Santa Barbara (USA), we are pleased to announce the SPECIAL ISSUE OF COMPUTER VISION AND IMAGE UNDERSTANDING on PERCEPTUAL ORGANIZANIZATION IN COMPUTER VISION (http://marathon.csee.usf.edu/~sarkar/cviu_po.html) Guest Editors: Kim L. Boyer and Sudeep Sarkar kim@ee.eng.ohio-state.edu, sarkar@csee.usf.edu THEME: As recognized by the Gestalt school, the importance of perceptual organization (PO) in human vision cannot be overestimated; it imparts both efficiency and robustness to the visual process. Since early demonstrations in the 1980s underscored its usefulness in object recognition, the computer vision community has seen various applications of PO in artificial vision systems such as in stereo matching, model indexing, contour completion, figure-ground segmentation, change detection, and more. Indeed, it can be argued that a reasonable computational model of perception can be built around the notion of repeated detection and classification of organized structure. PO represents much of the often overlooked intermediate level processing in computer vision systems. So, despite these observations, the full potential of PO in artificial vision systems is yet to be realized. While the Special Issue is being planned to coordinate with the Workshop, the Guest Editors invite submissions from anyone working in the broad area of perceptual organization in computer vision. Topics on which submissions would be welcomed include, but are by no means limited to: Perceptual organization of photometric primitives in 2D and 3D Perceptual organization of motion sequences Algorithms and methodologies Formalisms and representations Organization hierarchies Performance comparisons, evaluations, or measures Applications of perceptual organization in vision systems Use of context and domain knowledge Role of learning in perceptual organization. Send six copies of your manuscript (marked CVIU Special Issue) by October 30, 1998 to the following address. Please refer to author guidelines at http://RVL4.ecn.purdue.edu/~kak/cviu.html for details regarding format. Sudeep Sarkar Computer Science and Engineering, 4202 E Fowler Ave., ENB 118 University of South Florida, Tampa, FL 33620, USA; Phone: 813-974-2113, email: sarkar@csee.usf.edu Submission deadline: October 30, 1998 First reviews back to the authors: March 15, 1999 Revised manuscripts due: April 30, 1999 Second reviews (if required): June 1, 1999 Final manuscript due: July 1, 1999 Publication date: October 1999.