Attention And Performance in Computational Vision: Second International Workshop, Wapcv 2004, Prague, Czech Republic, May 15, 2004, Revised Selected Papers

by Paletta, Lucas

• ISBN13: 9783540244219
• ISBN10: 3540244212
• Edition: 1st
• Format: Paperback
• Copyright: 2005-03-01
• Publisher: SPRINGER

Summary

This book constitutes the thoroughly refereed post-proceedings of the Second International Workshop on Attention and Performance in Computational Vision, WAPCV 2004, held in Prague, Czech Republic in May 2004. The 16 revised full papers presented together with an invited paper were carefully selected during two rounds of reviewing and improvement. The papers are organized in topical sections on attention in object and scene recognition, architectures for sequential attention, biologically plausible models for attention, and applications of attentive vision.

Table of Contents

Distributed control of attention	p. 1
Inherent limitations of visual search and the role of inner-scene similarity	p. 16
Attentive object detection using an information theoretic saliency measure	p. 29
A model of object-based attention that guides active visual search to behaviourally relevant locations	p. 42
Learning of position-invariant object representation across attention shifts	p. 57
Combining conspicuity maps for hROIs prediction	p. 71
Human gaze control in real world search	p. 83
The computational neuroscience of visual cognition : attention, memory and reward	p. 100
Modeling attention : from computational neuroscience to computer vision	p. 118
Towards a biologically plausible active visual search model	p. 133
Modeling grouping through interactions between top-down and bottom-up processes : the grouping and selective attention for identification model (G-SAIM)	p. 148
TarzaNN : a general purpose neural network simulator for visual attention modeling	p. 159
Visual attention for object recognition in spatial 3D data	p. 168
A visual attention-based approach for automatic landmark selection and recognition	p. 183
Biologically motivated visual selective attention for face localization	p. 196
Accumulative computation method for motion features extraction in active selective visual attention	p. 206
Fast detection of frequent change in focus of human attention	p. 216
Table of Contents provided by Blackwell. All Rights Reserved.