ENGLISH

Visual Attributes

By Rogerio Schmidt Feris , Christoph Lampert , Devi Parikh (eds.)

Book information

Publisher
Springer
Year
2017
DOI
10.1007/978-3-319-50077-5
Language
english
Format
PDF
Filesize
21 MB (21913554 bytes)
Series
Advances in Computer Vision and Pattern Recognition
Pages
0\362
Time added
2017-06-03 20:56:46

Description

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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