
Vision as Process
Basic Research on Computer Vision Systems
Springer (Publisher)
Published on 1. December 2010
Book
Paperback/Softback
VIII, 435 pages
978-3-642-08197-2 (ISBN)
Description
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.
More details
Series
Edition
1st ed. Softcover of orig. ed. 1995
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
VIII, 435 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 24 mm
Weight
668 gr
ISBN-13
978-3-642-08197-2 (9783642081972)
DOI
10.1007/978-3-662-03113-1
Schweitzer Classification
Other editions
Additional editions

Book
12/1994
Springer
€160.49
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Content
I Integration and Control of Perception.- 1. System Integration and Control.- 2. The SAVA Skeleton System.- 3. KTH Software Integration in the VAP Project.- 4. A Vision Programmers Workbench.- II Image Processing and Description.- 5. Image Processing in the SAVA System.- 6. Building a Pyramid of Low-Pass Images.- 7. One-pass Polygonal Approximation of a Contour Image.- 8. Tracking and Description of Image Structures.- 9. Contextual Junction Finder.- III Advanced Image Processing.- 10. Introduction and Background.- 11. Phase-based Disparity Estimation.- 12. Low Level Focus of Attention Mechanisms.- 13. Tensor Based Spatio-temporal Signal Analysis.- 14. Line Extraction Using Tensors.- IV Active Gaze Control and 3D Scene Description.- 15. The KTH Head-Eye System.- 16. Hierarchical Control of a Binocular Camera Head.- 17. Active 3D Scene Description in Object Reference Frames.- 18. Geometric Description and Maintenance of 3D Objects in an Active Vision System.- V Active Scene Interpretation.- 19. Control of Perception.- 20. Control of Scene Interpretation.- 21. Recognition of Polyhedral Objects Using Triangle-pair Features.- 22. Recognition of 3D Cylinders in 2D Images by Top-Down Model Imposition.- 23. Camera Control for Establishing the Current and Next-Look Direction in an Active Vision Object Recognition System.- VI Lessons Learned.