Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval

• Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 4242 - 4251
• Main Authors: Li, Chao, Deng, Cheng, Li, Ning, Liu, Wei, Gao, Xinbo, Tao, Dacheng
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2018
• Subjects: Binary codes; Bridges; Correlation; Feature extraction; Semantics; Sports

Thanks to the success of deep learning, cross-modal retrieval has made significant progress recently. However, there still remains a crucial bottleneck: how to bridge the modality gap to further enhance the retrieval accuracy. In this paper, we propose a self-supervised adversarial hashing (SSAH) ap...