biologically inspired approaches to automated feature extraction and target recognition speaker:...
Post on 17-Jan-2016
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Biologically Inspired Approaches toAutomated Feature Extraction and Target
Recognition
Speaker: Yi-Chun KeAdviser: Bo-Chi Lai
Introduction
• computational models of biological vision and learning
• Vision models– long-range grouping– figure/ground segmentation
• memory models– bottom-up– top-down
Introduction
• cognitive and neural computations to technological applications– open-source code– user-friendly– integrated vision and recognition systems
• Recognition– Adaptive Resonance Theory (ART)• training
– winner-take-all coding
• testing– distributed coding
Method
• Vision– Boundary Contour System and Feature Contour
System (BCS/FCS)• long-range boundary completion• featural filling-in
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