Image Retrieval

Compact Hash Code Learning With Binary Deep Neural Network
Extension of ECCV16 paper: end-to-end training binary deep neural network and CNN.
IEEE Transactions on Multimedia 2019.
Thanh-Toan Do, Tuan Hoang, Dang-Khoa Le Tan, Anh-Dzung Doan, Ngai-Man Cheung
PDF DOI
Compact Hash Code Learning With Binary Deep Neural Network
Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian
Unify two-step supervised and unsupervised image hashing into the Binary Quadratic Problem, then propose 2 solvers: Semidefinite relaxation and Augmented Lagrangian
In ECCV 2016. (Spotlight)
Thanh-Toan Do, Anh-Dzung Doan, Duc-Thanh Nguyen, Ngai-Man Cheung
PDF DOI
Learning to Hash with Binary Deep Neural Network
Explore the deep neural network for binary hashing. Propose a solution for optimising neural network (backpropagation) with a binary constraint
In ECCV 2016
Thanh-Toan Do, Anh-Dzung Doan, Ngai-Man Cheung
PDF DOI Code UH-BDNN Code SH-BDNN
Learning to Hash with Binary Deep Neural Network