Deep enhanced weakly-supervised hashing with iterative tag refinement
On image-sharing websites, images are usually associated with user-generated tags which
contain semantic information and are more easily accessible than accurate labels. It is …
contain semantic information and are more easily accessible than accurate labels. It is …
Progressive Similarity Preservation Learning for Deep Scalable Product Quantization
Product quantization is an effective strategy for compact feature learning in image retrieval,
which generates compact quantization codes of different lengths for varying scenarios …
which generates compact quantization codes of different lengths for varying scenarios …
3D self-attention for unsupervised video quantization
Unsupervised video quantization is to compress the original videos to compact binary codes
so that video retrieval can be conducted in an efficient way. In this paper, we make a first …
so that video retrieval can be conducted in an efficient way. In this paper, we make a first …
Deep scalable supervised quantization by self-organizing map
Approximate Nearest Neighbor (ANN) search is an important research topic in multimedia
and computer vision fields. In this article, we propose a new deep supervised quantization …
and computer vision fields. In this article, we propose a new deep supervised quantization …