Computational Attention for Defect Localisation

Authors

  • Matei Mancas
  • Devrim Unay
  • Bernard Gosselin
  • Benoît Macq

DOI:

https://doi.org/10.2390/biecoll-icvs2007-155

Keywords:

computational attention, saliency, rarity, apple defect, tumour, DDC: 004 (Data processing, computer science, computer systems)

Abstract

This article deals with a biologically-motivated three-level computational attention model architecture based on the rarity and the information theory framework. It mainly focuses on a low-level step and its application in pre-attentive defect localisation for apple quality grading and tumour localisation for medical images.

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Published

2007-12-31

Issue

The 5th International Conference on Computer Vision Systems (ICVS)

Section

ICVS Workshop on Computational Attention & Applications - WCAA 2007