POCV 2006

5th IEEE Computer Society Workshop
on Perceptual Organization in Computer Vision

New York City
June 22, 2006

In Conjunction With IEEE CVPR 2006

Theme

Perceptual Organization is the process of establishing a meaningful relational structure over raw visual data, where the extracted relations correspond to the physical structure of the scene. A driving motivation behind perceptual organization research in computer vision is to deliver representations needed for higher-level visual tasks such as object detection, object recognition, activity recognition and scene reconstruction. Because of its wide applicability, the potential payoff from perceptual organization research is enormous.

The 5th IEEE POCV Workshop, to be held in conjunction with CVPR 2006 (New York), will bring together experts in perceptual organization and related areas to report on recent research results and to provide ideas for future directions.

New! Workshop Programme

History

Previous IEEE POCV Workshops:

Scope

Papers are solicited in all areas of perceptual organization, including but not limited to:

Algorithm Evaluation

Research progress in perceptual organization depends in part on quantitative evaluation and comparison of algorithms. Authors reporting results of new algorithms are strongly encouraged to objectively quantify performance and compare against at least one competing approach.

Broader Issues

Perceptual organization research faces a number of challenges. One is defining what the precise goal of perceptual organization algorithms should be. What kind of representation should they deliver? What databases should be used for evaluation? How can we quantify performance to allow objective evaluation and comparison between algorithms? How do we know when we have succeeded? To try to meet these challenges, we particularly encourage contributions of a more general nature that attempt to address one or more of these questions. These may include definitional papers, theoretical frameworks that might apply to multiple different perceptual organization problems, establishment of useful databases, modeling of underlying natural scene statistics, evaluation methodologies, etc.

Biological Motivation

Much of the current work in perceptual organization in computer vision has its roots in qualitative principles established by the Gestalt Psychologists nearly a century ago, and this link between computational and biological research continues to this day. Following this tradition, we specifically invite biological vision researchers working in the field of perceptual organization to submit work that may stimulate new directions of research in the computer vision community.

Workshop Output

All accepted papers will be included in the Electronic Proceedings of CVPR, distributed on DVD at the conference, and will be indexed by IEEE Xplore. We are also exploring the possibility of a special journal issue on perceptual organization in computer vision, with a separate call for papers.

Dates

Paper Submission

Submission is electronic, and must be in PDF format. Papers must not exceed 8 double-column pages. Submissions must follow standard IEEE 2-column format of single-spaced text in 10 point Times Roman, with 12 point interline space. All submissions must be anonymous. Please use the IEEE Computer Society CVPR format kit.

In submitting a paper to the POCV Workshop, authors acknowledge that no paper of substantially similar content has been or will be submitted to another conference or workshop during the POCV review period.