Multi-scale saliency search in image analysis. | Zendy

Alexander Slepoy | Zendy; Anthony Campisi | Zendy; Alejandro Backer | Zendy

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Multi-scale saliency search in image analysis.

Author(s) -

Alexander Slepoy,

Anthony Campisi,

Alejandro Backer

Publication year - 2005

Publication title -

osti oai (u.s. department of energy office of scientific and technical information)

Language(s) - English

Resource type - Reports

DOI - 10.2172/875629

Subject(s) - artificial intelligence , computer science , image (mathematics) , computer vision , scale (ratio) , machine vision , software , pattern recognition (psychology) , geography , cartography , programming language

Saliency detection in images is an important outstanding problem both in machine vision design and the understanding of human vision mechanisms. Recently, seminal work by Itti and Koch resulted in an effective saliency-detection algorithm. We reproduce the original algorithm in a software application Vision and explore its limitations. We propose extensions to the algorithm that promise to improve performance in the case of difficult-to-detect objects

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