Research

ResearchHowTo

Please carefully read and think the resources collected by MAC@XMU.
Research: are we on the right way? by Prof. Song-Chun Zhu.

Funding

Research of Self-supervised Hashing towards Large-scale Underwater Sonar and Optical Data Retrieval. National Natural Science Foundation (NSFC) Youth. Grant No.62206260, Duration: 2023.01-2025.12, Principle Investigator. ￥300 Thousand.
Research on Hashing for Underwater Image Mining with Finite Annotations. Qingdao Postdoctoral Application Research Project. Duration: 2022.01-2023.12, Principle Investigator. ￥50 Thousand.
Research on Underwater Image Enhancement and Reconstruction Based on Self-supervised Contrastive Learning and Multimodal Prompt Learning. National Natural Science Foundation (NSFC). Grant No.62471447, Duration: 2025.01-2028.12, Main Investigator (3rd Place). ￥500 Thousand.

Publications

Please see Google Scholar for more recent works and arXiv papers.

2024

PR

Hierarchical Image-to-image Translation with Nested Distributions Modeling

Shishi Qiao, Ruiping Wang, Shiguang Shan, and Xilin Chen

Pattern Recognition (PR) , 2024

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2023

PR

Hierarchical Disentangling Network for Object Representation Learning

Shishi Qiao, Ruiping Wang, Shiguang Shan, and Xilin Chen

Pattern Recognition (PR) , 2023

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2021

PR

Deep Video Code for Efficient Face Video Retrieval

Shishi Qiao, Ruiping Wang, Shiguang Shan, and Xilin Chen

Pattern Recognition (PR) , 2021

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2020

TIP

Deep Heterogeneous Hashing for Face Video Retrieval

Shishi Qiao, Ruiping Wang, Shiguang Shan, and Xilin Chen

IEEE Transactions on Image Processing (TIP) , 2020

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FG

Hybrid Video and Image Hashing for Robust Face Retrieval

Ruikui Wang, Shishi Qiao, Ruiping Wang, Shiguang Shan, and Xilin Chen

IEEE International Conference on Automatic Face and Gesture Recognition (FG) , 2020

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WACV

Deep Position-aware Hashing for Semantic Continuous Image Retrieval

Ruikui Wang, Ruiping Wang, Shishi Qiao, Shiguang Shan, and Xilin Chen

IEEE Winter Conference on Applications of Computer Vision (WACV) , 2020

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2016

ACCV

Deep Video Code for Efficient Face Video Retrieval

Shishi Qiao, Ruiping Wang, Shiguang Shan, and Xilin Chen

Asian Conference on Computer Vision (ACCV) , 2016

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Patents

Xilin Chen, Shishi Qiao, and Ruiping Wang. Video Retrieval Method based on Deep Learning and Hash Coding. No.ZL 2017 1 0530458.1, Authorized on Sep.29, 2020.