Real-Time Computer Vision

ISBN-13: 9780521472784 / Angielski / Twarda / 1995 / 250 str.

Christopher M. Brown; Demetri Terzopoulos; H. K. Moffatt

Opis

Computer vision is a rapidly developing and highly interdisciplinary field of computer science and engineering in which researchers are attempting to create vision algorithms that can analyze dynamic images at real-time rates. Real-time vision is needed for automated systems to keep pace with real-world activities and thus control or respond appropriately to them. This is the first book devoted to the subject of real-time computer vision, and it includes articles by some of the leading researchers in the world. The focus is on algorithms for interpreting visual input at video rates and on using the gathered information for decision-making and control. Topics covered include: shape recovery; model-based vehicle tracking; active exploration; tracking heads and eyes; controlling robot behavior; visual monitoring; controlling distributed robots. The book will be of interest to students, researchers and engineers involved in the design and programming of visually guided systems.

Recenzje

"...an excellent and timely testament to the advancements in the field...a judicious choice of substance and style...this book would make a good addition to any technical library." K. Venkatesh Prasad, Journal of Electronic Imaging

Spis treści

Preface; Introduction; Part I. Visual Tracking: 1. A framework for spatio-temporal control in the tracking of visual contours Andrew Blake, Rupert Curwen and Andrew Zisserman; 2. Tracking moving heads Larry S. Shapiro, Michael Brady and Andrew Zisserman; 3. Tracking and measuring drivers' eyes David Tock and Ian Craw; Part II. Model-based Vision and Exploration: 4. Model-based vision for traffic scenes using the ground-plane constraint Geoff Sullivan; 5. Active exploration of dynamic and static scenes David W. Murray, Ian D. Reid, Kevin J. Bradshaw, Philip F. McLauchlan, Paul M. Sharkey and Stuart M. Fairley; 6. Robust shape recovery from occluding contours using a linear smoother Richard Szeliski and Richard Weiss; Part III. Visual Control: 7. Visual robot guidance from uncalibrated stereo Roberto Cipolla and Nicholas J. Hollinghurst; 8. Control of visually guided behaviors Jana Kosecka, Ruzena Bajcsy and Max Mintz; 9. Hybrid problems need hybrid solutions? Tracking and controlling toy cars John Hallam.