This book constitutes the refereed proceedings of the Third International Conference on Computer Vision Systems, ICVS 2003, held in Graz, Austria, in April 2003.
The 51 revised full papers presented were carefully reviewed and selected from 109 submissions. The papers are organized in topical sections on cognitive vision, philosophical issues in cognitive vision, cognitive vision and applications, computer vision architectures, performance evaluation, implementation methods, architecture and classical computer vision, and video annotation.
Author(s): Bruce A. Draper, Kyungim Baek, Jeff Boody (auth.), James L. Crowley, Justus H. Piater, Markus Vincze, Lucas Paletta (eds.)
Series: Lecture Notes in Computer Science 2626
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2003
Language: English
Pages: 554
Tags: Image Processing and Computer Vision; Software Engineering; Artificial Intelligence (incl. Robotics); Computer Graphics; Pattern Recognition
Implementing the Expert Object Recognition Pathway....Pages 1-11
Efficient Pose Estimation Using View-Based Object Representations....Pages 12-21
Integrating Context-Free and Context-Dependent Attentional Mechanisms for Gestural Object Reference....Pages 22-33
Reflections on Cognitive Vision Systems....Pages 34-43
Towards Ontology Based Cognitive Vision....Pages 44-53
A Self-Referential Perceptual Inference Framework for Video Interpretation....Pages 54-67
Recurrent Bayesian Network for the Recognition of Human Behaviors from Video....Pages 68-77
Implementation of Traffic Flow Measuring Algorithm Using Real-Time Dynamic Image Processing....Pages 78-87
Efficient Fingertip Tracking and Mouse Pointer Control for a Human Mouse....Pages 88-97
Real-Time Camera Pose in a Room....Pages 98-110
Recognition of Obstacles on Structured 3D Background....Pages 111-120
Virtual Post-its: Visual Label Extraction, Attachment, and Tracking for Teleconferencing....Pages 121-130
Architecture for Image Labelling in Real Conditions....Pages 131-140
Alignment of Sewerage Inspection Videos for Their Easier Indexing....Pages 141-150
Information Selection and Probabilistic 2D – 3D Integration in Mobile Mapping....Pages 151-161
Tree Supported Road Extraction from Arial Images Using Global and Local Context Knowledge....Pages 162-171
Automatic Bridge Detection in High-Resolution Satellite Images....Pages 172-181
Computer Platform for Transformation of Visual Information into Sound Sensations for Vision Impaired Persons....Pages 182-191
A Real-Time Multisensory Image Segmentation Algorithm with an Application to Visual and X-Ray Inspection....Pages 192-201
An Attentive, Multi-modal Laser “Eye”....Pages 202-211
Navigating through Logic-Based Scene Models for High-Level Scene Interpretations....Pages 212-222
A Real-World Vision System: Mechanism, Control, and Vision Processing....Pages 223-235
Learning Optimal Parameters for Self-Diagnosis in a System for Automatic Exterior Orientation....Pages 236-246
Multi-agent Activity Recognition Using Observation Decomposed Hidden Markov Model....Pages 247-256
VICs: A Modular Vision-Based HCI Framework....Pages 257-267
A Miniature Stereo Vision Machine for Real-Time Dense Depth Mapping....Pages 268-277
Performance Evaluation Metrics and Statistics for Positional Tracker Evaluation....Pages 278-289
On the Application of the Concept of Dependability for Design and Analysis of Vision Systems....Pages 290-303
The CSU Face Identification Evaluation System: Its Purpose, Features, and Structure....Pages 304-313
The Imalab Method for Vision Systems....Pages 314-322
Dynamically Reconfigurable Vision-Based User Interfaces....Pages 323-332
From a CORBA-Based Software Framework to a Component-Based System Architecture for Controlling a Mobile Robot....Pages 333-344
A Framework for Visual Servoing....Pages 345-354
Automatic Mapping of Settlement Areas Using a Knowledge-Based Image Interpretation System....Pages 355-364
A Software Architecture for Distributed Visual Tracking in a Global Vision Localization System....Pages 365-375
Multi-object Tracking Based on a Modular Knowledge Hierarchy....Pages 376-385
Monkeys — A Software Architecture for ViRoom — Low-Cost Multicamera System....Pages 386-395
Hierarchical Bayesian Network for Handwritten Digit Recognition....Pages 396-406
A Spectral Approach to Learning Structural Variations in Graphs....Pages 407-417
Sigmoidal Weighted Vector Directional Filter....Pages 418-427
Real-Time Extraction of Colored Segments for Robot Visual Navigation....Pages 428-437
A Multiple Classifier System Approach to Affine Invariant Object Recognition....Pages 438-447
Measuring Scene Complexity to Adapt Feature Selection of Model-Based Object Tracking....Pages 448-459
A Framework for Robust and Incremental Self-Localization of a Mobile Robot....Pages 460-469
Discriminant Isometric Mapping for Face Recognition....Pages 470-480
Extracting Salient Image Features for Reliable Matching Using Outlier Detection Techniques....Pages 481-491
Brand Identification Using Gaussian Derivative Histograms....Pages 492-501
Context Based Object Detection from Video....Pages 502-512
A Multimedia System Architecture for Automatic Annotation of Sports Videos....Pages 513-522
Automatic Video Interpretation: A Recognition Algorithm for Temporal Scenarios Based on Pre-compiled Scenario Models....Pages 523-533
Trajectory Based Assessment of Coordinated Human Activity....Pages 534-543
