A Rarity-Based Visual Attention Map - Application to Texture Description

Mancas, Matei;Mancas-Thillou, C;Gosselin, Bernard;Macq, Benoît
(2006) ICIP 2006 (IEEE International Conference on Image Processing) — Location: Atlanta (8.October.2006)

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Authors
  • Mancas, MateiFPMs
    Author
  • Mancas-Thillou, CFPMs
    Author
  • Gosselin, BernardFPMs
    Author
  • Macq, Benoîtorcid-logoUCLouvain
    Author
Abstract
This paper describes a simple and "pre-cortical" visual attention model, which does not take image directions into account. We compute rarity-based saliency maps and then we describe the relation between texture and visual attention. Finally we decompose the image into several textures with different regularities. Our purpose is to compress textures into images using small repeating patterns
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Mancas, M., Mancas-Thillou, C., Gosselin, B., & Macq, B. (2006). A Rarity-Based Visual Attention Map - Application to Texture Description. In IEEE (ed.), Proceedings of the IEEE International Conference on Image Processing 2006 (ICIP) (p. p. 445 - 448). https://hdl.handle.net/2078.5/63038