Intelligent Perceptual Systems: New Directions in Computational Perception

✍ Scribed by Riccardo Luccio (auth.), Vito Roberto (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 1993
Tongue: English
Leaves: 387
Series: Lecture Notes in Computer Science 745 : Lecture Notes in Artificial Intelligence
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

Perceptual processes in humans and machines, investigated and simulated by means of the computational approach, are the subject matter of this volume. Researchers in artificial intelligence, pattern recognition, and psychology discuss aspects of vision, speech understanding, sensory-motor coordination, and their interplay with cognitive and behavioral functionalities. The papers adopt the computational approach as the basic research paradigm. Connectionist models, numerical and statistical techniques, symbolic (logic-based) formalisms, and hybrid representations provide the formal background to the research. Some of the papers were prepared for a workshop held in Trieste, Italy, in October 1992.

✦ Table of Contents

Gestalt problems in cognitive psychology: Field theory, invariance and auto-organisation....Pages 1-19
Neural network learning in an ecological and evolutionary context....Pages 20-40
Trends in pattern recognition....Pages 41-69
Computer vision systems: Functionality and structure integration....Pages 70-83
On the use of auditory models in speech technology....Pages 84-103
Automatic speech recognition with neural networks: Beyond nonparametric models....Pages 104-121
New shape from Shading methods....Pages 122-136
Orientation-dependent effects in neural networks....Pages 137-141
Identification of pattern dimensionality by self-organization....Pages 142-160
A Markovian model for perceptual grouping of different shape primitives....Pages 161-180
Segmented image reduction....Pages 181-194
Design and acquisition of a task-oriented spontaneous-speech database....Pages 195-210
Language and ambiguity....Pages 211-221
Spatial Logic for image representation and retrieval-by-contents....Pages 222-240
Communication among perceiving agents....Pages 241-262
Perception of mental states from communication....Pages 263-274
Perceptual grouping for scene interpretation in an active vision system....Pages 275-306
Using viewer-centered representations in machine vision....Pages 307-321
A non-linear integration process for the selection of visual information....Pages 322-336
Distributed perceptive paradigms: Preliminary statements....Pages 337-343
Anticipatory tracking of a moving object....Pages 344-353
A time-to-crash detector based on area expansions: Example of an opto-motor reflex....Pages 354-367
“Intelligent” telepresence: Introducing virtual reality in advanced robots....Pages 368-378

✦ Subjects

Artificial Intelligence (incl. Robotics); Pattern Recognition; Software Engineering/Programming and Operating Systems

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