Visual attributes
Feris, Rogerio Schmidt.

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  • Visual attributes
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Visual attributes/ edited by Rogerio Schmidt Feris, Christoph Lampert, Devi Parikh.
    其他作者: Feris, Rogerio Schmidt.
    出版者: Cham :Springer International Publishing : : 2017.,
    面頁冊數: viii, 364 p. :ill., digital ;24 cm.
    內容註: Introduction to Visual Attributes,- Part I: Attribute-Based Recognition -- An Embarrassingly Simple Approach to Zero-Shot Learning -- In the Era of Deep Convolutional Features: Are Attributes still Useful Privileged Data? -- Divide, Share, and Conquer: Multi-Task Attribute Learning with Selective Sharing -- Part II: Relative Attributes and their Application to Image Search -- Attributes for Image Retrieval -- Fine-Grained Comparisons with Attributes -- Localizing and Visualizing Relative Attributes -- Part III: Describing People Based on Attributes -- Deep Learning Face Attributes for Detection and Alignment -- Visual Attributes for Fashion Analytics -- Part IV: Defining a Vocabulary of Attributes -- A Taxonomy of Part and Attribute Discovery Techniques -- The SUN Attribute Database: Organizing Scenes by Affordances, Materials, and Layout -- Part V: Attributes and Language -- Attributes as Semantic Units Between Natural Language and Visual Recognition -- Grounding the Meaning of Words with Visual Attributes.
    Contained By: Springer eBooks
    標題: Computer vision. -
    電子資源: http://dx.doi.org/10.1007/978-3-319-50077-5
    ISBN: 9783319500775
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