عنوان

Real-Time Object Measurement and Classification

(Number (ISBN

3540187669

(Number (ISBN

364283325X

(Number (ISBN

9783540187660

(Number (ISBN

9783642833250

Number

b574404

Title Proper

Real-Time Object Measurement and Classification

General Material Designation

[Book]

First Statement of Responsibility

edited by Anil K. Jain.

Place of Publication, Distribution, etc.

Berlin, Heidelberg

Name of Publisher, Distributor, etc.

Springer Berlin Heidelberg

Date of Publication, Distribution, etc.

1988

Specific Material Designation and Extent of Item

(viii, 407 pages 161 illustrations).

Series Title

NATO ASI series., Series F,, Computer and systems sciences ;, 42.

Text of Note

1. Two real-time architectures for image processing and computer vision.- 2. A flexible and intelligent system for fast measurements in binary images for in-line robotic control.- 3. Object recognition and real-time relative state estimation under egomotion.- 4. Hardware-software trade-offs in robot vision.- 5. Hardware versus software implementations of fast image processing algorithms.- 6. Robot perception systems: some design issue.- 7. Two parallel algorithms for the analysis of random images.- 8. Shape detection using the adaptive Hough transform.- 9. Shape analysis based on boundary curve segmentation.- 10. Progress in trinocular stereo.- 11. Feature extraction using structured light.- 12. A clustering approach to texture classification.- 13. Spatial feature measurements in parallel structures.- 14. What an autonomous robot can learn about its environment starting from scratch using image sequences.- 15. Three-dimensional object recognition based on multiview representation and extended Gaussian image.- 16. Symbolic surface descriptors.- 17. A novel architecture for real time pick up of 3D motion and 3D layout information from the flow of the optic array.- 18. Object identification and automatic learning using CA vision, CAD and AI based approach.- 19. Real-time restoration and segmentation algorithms for hidden Markov mesh random fields image models.- 20. Coherent architectures for machine vision.- 21. Architectural solutions for intermediate-level vision.- 22. Statistical optimization of image processing architectures for maximum resource utilization and throughput.- 23.Object recognition in multi-resolution systems.- 24. Multisensor knowledge systems.- 25. Knowledge representation for three-dimensional sensor fusion with context truth maintenance.- List Of Participants.

Text of Note

This book contains papers presented at the NATO Advanced Research Workshop on "Real-time Object and Environment Measurement and Classification" held in Maratea, Italy, August 31 - September 3, 1987. This workshop was organized within the activities of the NATO Special Programme on Sensory Systems for Robotic Control. Four major themes were discussed at this workshop: Real-time Requirements, Feature Measurement, Object Representation and Recognition, and Architecture for Measurement and Classification. A total of twenty-five technical presentations, contained in this book, cover a wide spectrum of topics including hardware implementation of specific vision algorithms, a complete vision system for object tracking and inspection, using three cameras (trinocular stereo) for feature measurement, neural network for object recognition, integration of CAD (Computer Aided Design) and vision systems, and the use of pyramid architectures for solving various computer vision problems. These papers are written by some of the very well-known researchers in the computer vision and pattern recognition community, and represent both industrial and academic viewpoints. The authors come from thirteen different countries from Europe and North America. Therefore, readers will get a first hand and current information about the status of computer vision research in various western countries. Further, this book will also be useful in understanding the current research issues in computer vision and the difficulties in designing real-time vision systems.

Parallel Title

Proceedings of the NATO Advanced Research Workshop on Real- Time Object and Environment Measurement and Qualification, held in Maratea, Italy, August 31 - September 3, 1987

Computer hardware.

Computer science.

Software engineering.

Class number

Book number

edited by Anil K. Jain.

Anil K Jain

Electronic name

[Book]

Y