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A computer vision system for rapid search inspired by surface-based attention mechanisms from human perception

Johannes Mohr1, Jong-Han Park1, Klaus Obermayer1

  • 1Department for Electrical Engineering and Computer Science, Technische Universität Berlin, Germany; MAR 5-6, Marchstr. 23, D-10587 Berlin, Germany.

Neural Networks : the Official Journal of the International Neural Network Society
|September 22, 2014
PubMed
Summary

This study introduces a surface-based attention mechanism for computer vision, enhancing visual search efficiency. By grouping depth cues into surfaces, the system achieves real-time performance with minimal computational cost.

Keywords:
AttentionBiological visionComputer visionObject recognitionSearch

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