Visual Attributes /
| Corporate Author: | |
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| Other Authors: | , , |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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| Edition: | 1st ed. 2017. |
| Series: | Advances in Computer Vision and Pattern Recognition,
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| Subjects: |
Table of Contents:
- 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.