A Pyramid Framework for Early Vision

Multiresolutional Computer Vision
Softcover Nachdruck of the original 1. Auflage 1994
ISBN: 978-1-4613-6207-4
Verlag: Springer US

Buch, Englisch, Band 251, 218 Seiten, Format (B × H): 160 mm x 240 mm, Gewicht: 384 g

Reihe: The Springer International Series in Engineering and Computer Science

Biological visual systems employ massively parallel processing to perform real-world visual tasks in real time. A key to this remarkable performance seems to be that biological systems construct representations of their visual image data at multiple scales. describes a multiscale, or `pyramid', approach to vision, including its theoretical foundations, a set of pyramid-based modules for image processing, object detection, texture discrimination, contour detection and processing, feature detection and description, and motion detection and tracking. It also shows how these modules can be implemented very efficiently on hypercube-connected processor networks.
is intended for both students of vision and vision system designers; it provides a general approach to vision systems design as well as a set of robust, efficient vision modules.

Zielgruppe

Research

Autoren/Hrsg.

Rosenfeld, Azriel

Jolion, Jean-Michel

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Regelungstechnik

Inhaltsverzeichnis

Hierarchical Frameworks for Early Vision.- Pyramid Based Visual Modules.- Integration and Extensions.- References.