Zero-shot Recognition with Image Attributes Generation using Hierarchical Coupled Dictionary Learning

Author:

Li Shuang1,Wang Lichun1,Wang Shaofan1,Kong Dehui1,Yin Baocai1

Affiliation:

1. Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Artificial Intelligence Institute, Faculty of Information Technology, Beijing University of Technology, CN

Funder

National Natural Science Foundation of China

Beijing Outstanding Young Scientists Projects

Beijing Natural Science Foundation

Publisher

ACM

Reference32 articles.

1. Label-Embedding for Image Classification

2. Lei Jimmy Ba , Kevin Swersky , Sanja Fidler , and Ruslan Salakhutdinov . 2015 . Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual Descriptions. In International Conference on Computer Vision. 4247–4255 . Lei Jimmy Ba, Kevin Swersky, Sanja Fidler, and Ruslan Salakhutdinov. 2015. Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual Descriptions. In International Conference on Computer Vision. 4247–4255.

3. Soravit Changpinyo , Wei-Lun Chao , Boqing Gong , and Fei Sha . 2016 . Synthesized Classifiers for Zero-Shot Learning. In IEEE Conference on Computer Vision and Pattern Recognition. 5327–5336 . Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, and Fei Sha. 2016. Synthesized Classifiers for Zero-Shot Learning. In IEEE Conference on Computer Vision and Pattern Recognition. 5327–5336.

4. Describing objects by their attributes

5. Rafael Felix , B.  G. Vijay Kumar , Ian Reid , and Gustavo Carneiro . 2018 . Multi-modal Cycle-Consistent Generalized Zero-Shot Learning. In European Conference Computer Vision. 21–37 . Rafael Felix, B. G. Vijay Kumar, Ian Reid, and Gustavo Carneiro. 2018. Multi-modal Cycle-Consistent Generalized Zero-Shot Learning. In European Conference Computer Vision. 21–37.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Learning by Asking Questions for Knowledge-Based Novel Object Recognition;International Journal of Computer Vision;2024-01-12

2. Hierarchical Coupled Discriminative Dictionary Learning for Zero-Shot Learning;IEEE Transactions on Circuits and Systems for Video Technology;2023-09

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