Search Results for author: Xingbo Liu

Found 5 papers, 2 papers with code

Attention Model Enhanced Network for Classification of Breast Cancer Image

no code implementations7 Oct 2020 Xiao Kang, Xingbo Liu, Xiushan Nie, Xiaoming Xi, Yilong Yin

In this study, we propose a novel method named Attention Model Enhanced Network (AMEN), which is formulated in a multi-branch fashion with pixel-wised attention model and classification submodular.

Classification General Classification

Learning Binary Semantic Embedding for Histology Image Classification and Retrieval

1 code implementation7 Oct 2020 Xiao Kang, Xingbo Liu, Xiushan Nie, Yilong Yin

With the development of medical imaging technology and machine learning, computer-assisted diagnosis which can provide impressive reference to pathologists, attracts extensive research interests.

Classification General Classification +2

Reinforcing Short-Length Hashing

no code implementations24 Apr 2020 Xingbo Liu, Xiushan Nie, Qi Dai, Yupan Huang, Yilong Yin

Due to the compelling efficiency in retrieval and storage, similarity-preserving hashing has been widely applied to approximate nearest neighbor search in large-scale image retrieval.

Image Retrieval Retrieval

Mutual Linear Regression-based Discrete Hashing

no code implementations15 Mar 2019 Xingbo Liu, Xiushan Nie, Yilong Yin

Label information is widely used in hashing methods because of its effectiveness of improving the precision.

regression

Fusion Hashing: A General Framework for Self-improvement of Hashing

1 code implementation1 Oct 2018 Xingbo Liu, Xiushan Nie, Yilong Yin

In this paper, in contrast to existing hashing methods, we propose a novel generalized framework called fusion hashing (FH) to improve the precision of existing hashing methods without adding new constraints or penalty terms.

Data Structures and Algorithms Multimedia

Cannot find the paper you are looking for? You can Submit a new open access paper.