Feature Pyramid Hashing

no code implementations • 4 Apr 2019 • Yifan Yang, Libing Geng, Hanjiang Lai, Yan Pan, Jian Yin

In recent years, deep-networks-based hashing has become a leading approach for large-scale image retrieval.

Deep Hashing Image Retrieval

Improving Deep Binary Embedding Networks by Order-aware Reweighting of Triplets

no code implementations • 17 Apr 2018 • Jikai Chen, Hanjiang Lai, Libing Geng, Yan Pan

In this paper, we focus on triplet-based deep binary embedding networks for image retrieval task.

Image Retrieval Retrieval

Regularizing Deep Hashing Networks Using GAN Generated Fake Images

no code implementations • 26 Mar 2018 • Libing Geng, Yan Pan, Jikai Chen, Hanjiang Lai

To address this issue, in this paper, we propose a simple two-stage pipeline to learn deep hashing models, by regularizing the deep hashing networks using fake images.

Deep Hashing Generative Adversarial Network +1