Vision as Process: Basic Research on Computer Vision Systems (ESPRIT Basic Research Series) - Hardcover

Hardcover

ISBN 10: 354058143X ISBN 13: 9783540581437

Publisher: Springer, 1994

Synopsis

Human and animal vision systems have been driven by the pressures of evolution to become capable of perceiving and reacting to their environments as close to instantaneously as possible. Casting such a goal of reactive vision into the framework of existing technology necessitates an artificial system capable of operating continuously, selecting and integrating information from an environment within stringent time delays. The YAP (Vision As Process) project embarked upon the study and development of techniques with this aim in mind. Since its conception in 1989, the project has successfully moved into its second phase, YAP II, using the integrated system developed in its predecessor as a basis. During the first phase of the work the "vision as a process paradigm" was realised through the construction of flexible stereo heads and controllable stereo mounts integrated in a skeleton system (SA V A) demonstrating continuous real-time operation. It is the work of this fundamental period in the V AP story that this book aptly documents. Through its achievements, the consortium has contributed to building a strong scientific base for the future development of continuously operating machine vision systems, and has always underlined the importance of not just solving problems of purely theoretical interest but of tackling real-world scenarios. Indeed the project members should now be well poised to contribute (and take advantage of) industrial applications such as navigation and process control, and already the commercialisation of controllable heads is underway.

About this title

Product Description

There is growing interest in the use of active control of image formation to simplify and accelerate scene understanding. AI research on machine vision emphasizes the use of declarative knowledge and explicit representation of goals to control the perceptual process. This book describes the first implemented vision system anywhere to integrate robotic camera control, ocular reflexes, reactive fixation, real-time image processing, image tracking, perceptual grouping, active 3D modeling, and object recognition. The book presents the results of the ESPRIT project BG 3038/7108 "Vision as Process" initiated in 1989. The presentation is organized as five parts which reflect the components developed for the resulting experimental test-bed system.

Edition details

• Publisher: Springer
• Publication date: 1994
• Language: English
• ISBN 10: 354058143X
• ISBN 13: 9783540581437
• Binding: Hardcover
• Number of pages: 443
• Editor: Crowley James L., Christensen Henrik I.