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portada Visual Attributes
Type
Physical Book
Publisher
Author
Language
English
Pages
364
Format
Paperback
ISBN13
9783319843117
Categories

Visual Attributes

Feris, Rogerio Schmidt ; Lampert, Christoph ; Parikh, Devi (Author) · Springer · Paperback

Visual Attributes - Feris, Rogerio Schmidt ; Lampert, Christoph ; Parikh, Devi

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Synopsis "Visual Attributes"

This unique text/reference provides a detailed overview of the latest advances in machine learning and computer vision related to visual attributes, highlighting how this emerging field intersects with other disciplines, such as computational linguistics and human-machine interaction. Topics and features: presents attribute-based methods for zero-shot classification, learning using privileged information, and methods for multi-task attribute learning; describes the concept of relative attributes, and examines the effectiveness of modeling relative attributes in image search applications; reviews state-of-the-art methods for estimation of human attributes, and describes their use in a range of different applications; discusses attempts to build a vocabulary of visual attributes; explores the connections between visual attributes and natural language; provides contributions from an international selection of world-renowned scientists, covering both theoretical aspects and practical applications.

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