Intelligent Perceptual Systems: New Directions in Computational Perception [Paperback]

Perceptual processes in humans and machines, investigatedand simulated by means of the computational approach, arethe subject matter of this volume. Researchers in artificialintelligence, pattern recognition, and psychology discussaspects of vision, speech understanding, sensory-motorcoordination, and their interplay with cognitive andbehavioral functionalities.The papers adopt the computational approach as the basicresearch paradigm. Connectionist models, numerical andstatistical techniques, symbolic (logic-based) formalisms,and hybrid representations provide the formal background tothe research. Some of the papers were prepared for aworkshop held in Trieste, Italy, in October 1992.Perceptual processes in humans and machines, investigatedand simulated by means of the computational approach, arethe subject matter of this volume. Researchers in artificialintelligence, pattern recognition, and psychology discussaspects of vision, speech understanding, sensory-motorcoordination, and their interplay with cognitive andbehavioral functionalities.The papers adopt the computational approach as the basicresearch paradigm. Connectionist models, numerical andstatistical techniques, symbolic (logic-based) formalisms,and hybrid representations provide the formal background tothe research. Some of the papers were prepared for aworkshop held in Trieste, Italy, in October 1992.Gestalt problems in cognitive psychology: Field theory, invariance and auto-organisation.- Neural network learning in an ecological and evolutionary context.- Trends in pattern recognition.- Computer vision systems: Functionality and structure integration.- On the use of auditory models in speech technology.- Automatic speech recognition with neural networks: Beyond nonparametric models.- New shape from Shading methods.- Orientation-dependent effects in neural networks.- Identification of l³.