papers
Publications (3)
cs.CV2018
Regularizing Deep Hashing Networks Using GAN Generated Fake Images
Libing Geng, Yan Pan, Jikai Chen +1
Recently, deep-networks-based hashing (deep hashing) has become a leading approach for large-scale image retrieval. It aims to learn a compact bitwise representation for images via…
cs.CV2019
Feature Pyramid Hashing
Yifan Yang, Libing Geng, Hanjiang Lai +2
In recent years, deep-networks-based hashing has become a leading approach for large-scale image retrieval. Most deep hashing approaches use the high layer to extract the powerful…
cs.CV2018
Improving Deep Binary Embedding Networks by Order-aware Reweighting of Triplets
Jikai Chen, Hanjiang Lai, Libing Geng +1
In this paper, we focus on triplet-based deep binary embedding networks for image retrieval task. The triplet loss has been shown to be most effective for the ranking problem. Howe…