Biologically Motivated Computer Vision : First IEEE International Workshop BMCV 2000, Seoul, Korea, May 15-17, 2000 Proceedings

by Bmcv 200 (2000 Seoul, Korea); Bulthoff, Heinrich H.; Poggio, Tomaso; Lee, Seong-Whan; Lee, Seong-Whan

• ISBN13: 9783540675600
• ISBN10: 3540675604
• Format: Paperback
• Copyright: 2000-06-01
• Publisher: Springer Verlag

Summary

This book constitutes the refereed proceedings of the First IEEE/CS International Workshops on Biologically Motivated Computer Vision, BMCV 2000, held in Seoul Korea in May 2000. The 56 revised papers presented together with eight invited papers were carefully reviewed and selected from 90 full paper submissions. The book is divided in topical sections on segmentation, detection, and object recognition; computational models; active and attentive vision; ICA and space-variant imaging; and neural networks and applications.

Table of Contents

Invited Paper (1)
CBF: A New Framework for Object Categorization in Cortex	1	(9)
M. Riesenhuber
T. Poggio
Invited Paper (2)
The Perception of Spatial Layout in a Virtual World	10	(10)
H. H. Bulthoff
C. G. Christou
Segmentation, Detection and Object Recognition
Towards a Computational Model for Object Recognition in IT Cortex	20	(12)
D. G. Lowe
Straight Line Detection as an Optimization Problem: An Approach Motivated by the Jumping Spider Visual System	32	(10)
F. M. G. da Costa
L. da F. Costa
Factorial Code Representation of Faces for Recognition	42	(10)
S. Choi
O. Lee
Distinctive Features Should Be Learned	52	(10)
J. H. Piater
R. A. Grupen
Moving Object Segmentation Based on Human Visual Sensitivity	62	(11)
K.-J. Yoon
I.-S. Kweon
C.-Y. Kim
Y.-S. Seo
Invited Paper (3)
Object Classification Using a Fragment-Based Representation	73	(15)
S. Ullman
E. Sali
Computational Model
Confrontation of Retinal Adaptation Model with Key Features of Psychophysical Gain Behavior Dynamics	88	(10)
E. Sherman
H. Spitzer
Polarization-Based Orientation in a Natural Environment	98	(10)
V. Muller
Computation Model of Eye Movement in Reading Using Foveated Vision	108	(10)
Y. Ishihara
S. Morita
New Eyes for Shape and Motion Estimation	118	(11)
P. Baker
R. Pless
C. Fermuller
Y. Aloimonos
Top-Down Attention Control at Feature Space for Robust Pattern Recognition	129	(10)
S.-I. Lee
S.-Y. Lee
A Model for Visual Camouflage Breaking	139	(11)
A. Tankus
Y. Yeshurun
Active and Attentive Vision
Development of a Biologically Inspired Real-Time Visual Attention System	150	(10)
O. Stasse
Y. Kuniyoshi
G. Cheng
Real-Time Visual Tracking Insensitive to Three-Dimensional Rotation of Objects	160	(8)
Y.-J. Cho
B.-J. You
J. Lim
S.-R. Oh
Heading Perception and Moving Objects	168	(11)
N.-G. Kim
Dynamic Vergence Using Disparity Flux	179	(10)
H.-J. Kim
M.-H. Yoo
S.-W. Lee
Invited Paper (4)
Computing in Cortical Columns: Curve Inference and Stereo Correspondence	189	(20)
S. W. Zucker
Invited Paper (5)
Active Vision from Multiple Cues	209	(8)
H. Christensen
J.-O. Eklundh
Posters
An Efficient Data Structure for Feature Extraction in a Foveated Environment	217	(10)
E. Nattel
Y. Yeshurun
Parallel Trellis Based Stereo Matching Using Constraints	227	(11)
H. Jeong
Y. Oh
Unsupervised Learning of Biologically Plausible Object Recognition Strategies	238	(10)
B. A. Draper
K. Baek
Structured Kalman Filter for Tracking Partially Occluded Moving Objects	248	(10)
D.-S. Jang
S.-W. Jang
H.-I. Choi
Face Recognition under Varying Views	258	(10)
A. Sehad
H. Hocini
A. Hadid
M. Djeddi
S. Ameur
Time Delay Effects on Dynamic Patterns in a Coupled Neural Model	268	(8)
S. H. Park
S. Kim
H.-B. Pyo
S. Lee
S.-K. Lee
Pose-Independent Object Representation by 2-D Views	276	(10)
J. Wieghardt
C. von der Malsburg
An Image Enhancement Technique Based on Wavelets	286	(11)
H.-S. Lee
Y. Cho
H. Byun
J. Yoo
Front-End Vision: A Multiscale Geometry Engine	297	(11)
B. M. ter Haar Romeny
L. M. J. Florack
Face Reconstruction Using a Small Set of Feature Points	308	(8)
B.-W. Hwang
V. Blanz
T. Vetter
S.-W. Lee
Modeling Character Superiority Effect in Korean Characters by Using IAM	316	(10)
C. S. Park
S. Y. Bang
Wavelet-Based Stereo Vision	326	(10)
M. Shim
A Neural Network Model for Long-Range Contour Diffusion by Visual Cortex	336	(7)
S. Fischer
B. Dresp
C. Kopp
Automatic Generation of Photo-Realistic Mosaic Image	343	(10)
J.-S. Park
D.-H. Chang
S.-G. Park
The Effect of Color Differences on the Detection of the Target in Visual Search	353	(6)
J.-Y. Hong
K.-J. Cho
K.-H. Han
A Color-Triangle-Based Approach to the Detection of Human Face	359	(10)
C. Lin
K.-C. Fan
Multiple People Tracking Using an Appearance Model Based on Temporal Color	369	(10)
H.-K. Roh
S.-W. Lee
Face and Facial Landmarks Location Based on Log-Polar Mapping	379	(8)
S.-I. Chien
I. Choi
Biology-Inspired Early Vision System for a Spike Processing Neurocomputer	387	(10)
J. Thiem
C. Wolff
G. Hartmann
A New Line Segment Grouping Method for Finding Globally Optimal Line Segments	397	(10)
J.-H. Jang
K.-S. Hong
A Biologically-Motivated Approach to Image Representation and Its Application to Neuromorphology	407	(10)
L. da F. Costa
A. G. Campos
L. F. Estrozi
L. G. Rios-Filho
A. Bosco
A Fast Circular Edge Detector for the Iris Region Segmentation	417	(7)
Y. Park
H. Yun
M. Song
J. Kim
Face Recognition Using Foveal Vision	424	(10)
S. Minut
S. Mahadevan
J. M. Henderson
F. C. Dyer
Fast Distance Computation with a Stereo Head-Eye System	434	(10)
S.-C. Park
S.-W. Lee
Bio-Inspired Texture Segmentation Architectures	444	(9)
J. Ruiz-del-Solar
D. Kottow
3D Facial Feature Extraction and Global Motion Recovery Using Multi-modal Information	453	(10)
S.-H. Kim
H.-G. Kim
Evaluation of Adaptive NN-RBF Classifier Using Gaussian Mixture Density Estimates	463	(10)
S. W. Baik
S. Ahn
P. W. Pachowicz
Scene Segmentation by Chaotic Synchronization and Desynchronization	473	(9)
L. Zhao
Electronic Circuit Model of Color Sensitive Retinal Cell Network	482	(10)
R. Iwaki
M. Shimoda
The Role of Natural Image Statistics in Biological Motion Estimation	492	(10)
R. O. Dror
D. C. O'Carroll
S. B. Laughlin
Enhanced Fisherfaces for Robust Face Recognition	502	(10)
J. Yi
H. Yang
Y. Kim
Invited Paper (6)
A Humanoid Vision System for Versatile Interaction	512	(15)
Y. Kuniyoshi
S. Rougeaux
O. Stasse
G. Cheng
A. Nagakubo
ICA and Space-Variant Imaging
The Spectral Independent Components of Natural Scenes	527	(8)
T.-W. Lee
T. Wachtler
T. J. Sejnowski
Topographic ICA as a Model of Natural Image Statistics	535	(10)
A. Hyvarinen
P. O. Hoyer
M. Inki
Independent Component Analysis of Face Images	545	(9)
P. C. Yuen
J. H. Lai
Orientation Contrast Detection in Space-Variant Images	554	(10)
G. Baratoff
R. Schonfelder
I. Ahrns
H. Neumann
Multiple Object Tracking in Multiresolution Image Sequences	564	(10)
S. Kang
S.-W. Lee
A Geometric Model for Cortical Magnification	574	(10)
L. Florack
Neural Networks and Applications
Tangent Fields from Population Coding	584	(10)
N. Ludtke
R. C. Wilson
E. R. Hancock
Efficient Search Technique for Hand Gesture Tracking in Three Dimensions	594	(8)
T. Inaguma
K. Oomura
H. Saji
H. Nakatani
Robust, Real-Time Motion Estimation from Long Image Sequences Using Kalman Filtering	602	(11)
J. A. Yang
X. M. Yang
T-CombNET - A Neural Network Dedicated to Hand Gesture Recognition	613	(10)
M. V. Lamar
M. S. Bhuiyan
A. Iwata
Invited Paper (7)
Active and Adaptive Vision: Neural Network Models	623	(12)
K. Fukushima
Invited Paper (8)
Temporal Structure in the Input to Vision Can Promote Spatial Grouping	635	(20)
R. Blake
S.-H. Lee
Author Index	655