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Xuan Dong
Associate Professor School of Artificial Intelligence Beijing University of Posts and Telecommunications Email：dongxuan8811 at bupt dot edu dot cn
Research Areas
Computer Vision；Computational Photography
Education
2010-2015 PhD Computer Science and Technology Tsinghua University, Beijing, China Advisor: Prof. Jiangtao Wen
2006-2010 B.E. Computer Science and Technology Beihang University, Beijing, China
Professional Appointments
2019-Now Associate Professor Beijing University of Posts and Telecommunications，Beijing, China
2017-2019 Assistant Professor Beijing University of Posts and Telecommunications，Beijing, China
2016-2017 Postdoctoral Researcher Johns Hopkins University, Maryland, USA Advisor: Prof. Alan L. Yuille
2015-2016 Postdoctoral Researcher Johns Hopkins University, Maryland, USA Advisor: Prof. Alan L. Yuille
Publications
Xuan Dong, Chang Liu, Xiaoyan Hu, Kang Xu, Weixin Li Spatially Consistent Transformer for Colorization in Monochrome-Color Dual-Lens System (PDF) IEEE Transactions on Image Processing (TIP) 2022
Kang Xu, Weixin Li, Xia Wang, Xiaojie Wang, Ke Yan, Xiaoyan Hu, Xuan Dong (Corresponding Author) CUR Transformer: A Convolutional Unbiased Regional Transformer for Image Denoising (PDF,code) ACM Transactions on Multimedia Computing, Communications, and Applications 2022
Xuan Dong, Chang Liu, Weixin Li, Xiaojie Wang, Yunhong Wang Self-Supervised Colorization Towards Monochrome-Color Camera Systems Using Cycle CNN (PDF) IEEE Transactions on Image Processing (TIP) 2021
Weixin Li, Xuan Dong (Corresponding Author), Yunhong Wang Human Emotion Recognition with Relational Region-Level Analysis (PDF) IIEEE Transactions on Affective Computing (TAC) 2021
Xuan Dong, Xiaoyan Hu, Weixin Li, Xiaojie Wang, Yunhong Wang MIEHDR CNN: Main Image Enhancement based Ghost-Free High Dynamic Range Imaging using Dual-Lens Systems (PDF) Proceedings of the AAAI Conference on Artificial Intelligence, 2021
Xuan Dong, Weixin Li, Xiaoyan Hu, Xiaojie Wang, Yunhong Wang A Colorization Framework for Monochrome-Color Dual-Lens Systems using a Deep Convolutional Network (PDF) IEEE Transactions on Visualization and Computer Graphics (TVCG) 2020
Xuan Dong, Weixin Li, Xiaojie Wang, Yunhong Wang Cycle-CNN for Colorization towards Real Monochrome-Color Camera Systems (PDF) AAAI Conference on Artificial Intelligence (AAAI) 2020
Xuan Dong, Weixin Li, Xiaojie Wang, Yunhong Wang Learning a Deep Convolutional Network for Colorization in Monochrome-Color Dual-Lens System (PDF) AAAI Conference on Artificial Intelligence (AAAI) 2019
Xuan Dong, Weixin Li Shoot high-quality color images using dual-lens system with monochrome and color cameras (PDF) Neurocomputing 2019
Chenfei Wu, Jinlai Liu, Xiaojie Wang, Xuan Dong Chain of Reasoning for Visual Question Answering (PDF) Conference on Neural Information Processing Systems (NeurIPS) 2018
Chenfei Wu, Jinlai Liu, Xiaojie Wang, Xuan Dong Object-Difference Attention: A Simple Relational Attention for Visual Question Answering (PDF) ACM Multimedia (MM) 2018
Qianrong Zhou, Xiaojie Wang, Xuan Dong Differentiated Attentive Representation Learning for Sentence Classification (PDF) International Joint Conference on Artificial Intelligence (IJCAI) 2018
Xuan Dong, Bonev Boyan, Weixin Li, Weichao Qiu, Xianjie Chen, Alan L. Yuille Ground-truth dataset and baseline evaluations for base-detail separation algorithms at the part level (PDF) IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2018
Xuan Dong, Lu Yuan, Weixin Li, Alan L. Yuille Temporally consistent region-based video exposure correction (PDF) IEEE Internation Conference on Multimedia & Expo (ICME) 2015
Xuan Dong, Boyan Bonev, Yu Zhu, Alan L. Yuille Region-based Temporally Consistent Video Post-processing (PDF) IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015
Jiangtao Wen, Shunyao Li, Yao Lu, Meiyuan Fang, Xuan Dong, Huiwen Chang, Pin Tao Cross segment decoding for improved quality of experience for video applications (PDF) IEEE Data Compression Conference 2013
Xuan Dong, Guan Wang, Yi Pang, Weixin Li, Jiangtao Wen Fast Efficient Algorithm for Enhancement of Low Lighting Video (PDF) IEEE Internation Conference on Multimedia & Expo (ICME) 2011, top 15% papers & Student Travel Grant
Xuan Dong, Yi Pang, Jiangtao Wen Fast Efficient Algorithm for Enhancement of Low Lighting Video (PDF) ACM SIGGRAPH 2010 Poster