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Deep filter banks for texture recognition, description, and segmentation

Abstract:

Visual textures have played a key role in image understanding because they convey important semantics of images, and because texture representations that pool local image descriptors in an orderless manner have had a tremendous impact in diverse applications. In this paper we make several contributions to texture understanding. First, instead of focusing on texture instance and material category recognition, we propose a human-interpretable vocabulary of texture attributes to describe common ...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1007/s11263-015-0872-3

Authors


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Institution:
University of Oxford
Oxford college:
New College
Role:
Author
228180/European Research Council More from this funder
638009/European Research Council More from this funder
Publisher:
Springer Publisher's website
Host title:
International Journal of Computer Vision
Journal:
International Journal of Computer Vision Journal website
Volume:
118
Issue:
1
Pages:
65-94
Publication date:
2016-01-09
Event location:
United States
DOI:
EISSN:
1573-1405
ISSN:
0920-5691
Pmid:
27471340
Keywords:
Pubs id:
pubs:581639
UUID:
uuid:8b19a08b-47ca-4e25-8671-8868f091b219
Local pid:
pubs:581639
Source identifiers:
581639
Deposit date:
2017-02-09

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