
Perceptual Organization for Artificial Vision Systems
Springer (Publisher)
Published on 12. October 2012
Book
Paperback/Softback
XIII, 349 pages
978-1-4613-6986-8 (ISBN)
Description
Perceptual Organization for Artificial Vision Systems
is an edited collection of invited contributions based on papers presented at The Workshop on Perceptual Organization in Computer Vision, held in Corfu, Greece, in September 1999. The theme of the workshop was `Assessing the State of the Community and Charting New Research Directions.'
Perceptual organization can be defined as the ability to impose structural regularity on sensory data, so as to group sensory primitives arising from a common underlying cause. This book explores new models, theories, and algorithms for perceptual organization.
Perceptual Organization for Artificial Vision Systems includes contributions by the world's leading researchers in the field. It explores new models, theories, and algorithms for perceptual organization, as well as demonstrates the means for bringing research results and theoretical principles to fruition in the construction of computer vision systems. The focus of this collection is on the design of artificial vision systems. The chapters comprise contributions from researchers in both computer vision and human vision.
Perceptual organization can be defined as the ability to impose structural regularity on sensory data, so as to group sensory primitives arising from a common underlying cause. This book explores new models, theories, and algorithms for perceptual organization.
Perceptual Organization for Artificial Vision Systems includes contributions by the world's leading researchers in the field. It explores new models, theories, and algorithms for perceptual organization, as well as demonstrates the means for bringing research results and theoretical principles to fruition in the construction of computer vision systems. The focus of this collection is on the design of artificial vision systems. The chapters comprise contributions from researchers in both computer vision and human vision.
More details
Series
Edition
Softcover reprint of the original 1st ed. 2000
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
Research
Illustrations
XIII, 349 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 20 mm
Weight
557 gr
ISBN-13
978-1-4613-6986-8 (9781461369868)
DOI
10.1007/978-1-4615-4413-5
Schweitzer Classification
Other editions
Additional editions

Kim L. Boyer | Sudeep Sarkar
Perceptual Organization for Artificial Vision Systems
Book
03/2000
Kluwer Academic Publishers
€106.99
Shipment within 15-20 days
Content
1 Perceptual Organization: Assessing the State of the Community and Charting New Research Directions.- I Focused Deliberations.- 2 Breakout Session Report: Principles and Methods.- 3 Breakout Session Report: Learning and Perceptual Organization.- 4 Breakout Session Report: Spatiotemporal Grouping.- II Discourses in Human and Machine Vision.- 5 Gestalt: from Phenomena to Laws.- 6 Perceptual Completion Behind Occluders: The Role of Convexity.- 7 Computational Implications of Biological Vision: A Gestalt Model of Spatial Perception.- 8 What Makes Viewpoint Invariant Properties Perceptually Salient?: A Computational Perspective.- 9 Contour and Texture Analysis for Image Segmentation.- 10 Perceptual Organization for Generic Object Descriptions.- 11 Toward Richer Labels for Visual Structure.- 12 Tensor Voting.- 13 An Observation on Saliency.- 14 Closed Curves in the Analysis and Segmentation of Images.- 15 The Curve Indicator Random Field: Curve Organization Via Edge Correlation.- 16 Euler Spiral for Shape Completion.- 17 Bayesian Extraction of Collinear Segment Chains from Digital Images.- 18 Object Detection by a Multiprimitive Preattentive Approach of the Perceptual Organization.