个人简介
I received the B.Eng. and M.Eng. degrees in computer science and technology from Xidian University, Xi'an, China, in 1993 and 1998, respectively, and the Ph.D. degree from Nanyang Technological University, Singapore, in 2005. From 1993 to 2000, I was a Lecturer and a Researcher with the School of Computer Science and Technology, Xidian University. From 2000 to 2003, I was a Research Student with the School of Electrical and Electronic Engineering, Nanyang Technological University. Since 2004, I have been with the School of Computer Science, Fudan University, Shanghai, China, where I am currently a Professor. My current research interests include computer vision, machine learning, pattern recognition, and robotic tasks.
Academic Services
IEEE member, ACM member, Senior member of China Computer Society.
Technical Program Committee member of CNIS, PCM, MUE, PCN, ICME, CIVR, etc.
Session Co-Chair of PCM2018, PCM2010, CIVR2010, etc.
Local Organization Chair and Session Chair of SSRR2017, ICMR2015, PCM2010, IDCL2009, VISUAL2007.
Reviewer of IEEE Multimedia、IEEE Transactions on Image Processing、IEEE Transactions on Multimedia、 IEEE Transactions on Circuits and Systems for Video Technology、IEEE Signal Processing Letter、 Neuro Computing、Advances in Multimedia、IEEE Transactions on Systems, IJCAI、ACMMM、ICME、ICMR、PCM, etc.
近期论文
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Context-aware Coarse-to-fine Network for Single Image Desnowing Yunrui Cheng, Hao Ren, Rui Zhang, and Hong Lu Multimedia Tools and Applications
Fully Unsupervised Domain-Agnostic Image Retrieval Ziqiang Zheng, Hao Ren, Yang Wu, Weichuan Zhang, Hong Lu, Yang Yang, and Heng Tao Shen IEEE Transactions on Circuits and Systems for Video Technology
A Transferable Generative Framework for Multi-Label Zero-Shot Learning Peirong Ma, Zhiquan He, Wu Ran, and Hong Lu IEEE Transactions on Circuits and Systems for Video Technology
Instance-Aware Diffusion Implicit Process for Box-Based Instance Segmentation Hao Ren, Xingson Liu, Junjian Huang, Ru Wan, Jian Pu, and Hong Lu European Conference on Artificial Intelligence
Low-Light Image Enhancement with Multi-Scale Attention and Frequency-Domain Optimization Zhiquan He, Wu Ran, Shulin Liu, Kehua Li, Jiawen Lu, Changyong Xie, Yong Liu, and Hong Lu IEEE Transactions on Circuits and Systems for Video Technology
Weakly-supervised Temporal Action Localization with Adaptive Clustering and Refining Network Hao Ren, Wu Ran, Xingson Liu, Haoran Ren, Hong Lu, Rui Zhang, and Cheng Jin IEEE International Conference on Multimedia and Expo
GSFormer: Geometric-Spatial Transformer on Point Cloud Completion Yijun Long, Zhaoyu Chen, Hong Lu, and Wenqiang Zhang IEEE International Conference on Multimedia and Expo
DaCo: Domain-Agnostic Contrastive Learning for Visual Place Recognition Hao Ren, Ziqiang Zheng, Yang Wu, and Hong Lu Applied Intelligence
Weakly-Supervised Temporal Action Localization with Regional Similarity Consistency Haoran Ren, Hao Ren, Hong Lu, and Cheng Jin International Conference on Multimedia Modeling
ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval Hao Ren, Ziqiang Zheng, Yang Wu, Hong Lu, Yang Yang, Ying Shan, and Sai-Kit Yeung IEEE Transactions on Circuits and Systems for Video Technology
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis Wu Ran, Bohong Yang, Peirong Ma, and Hong Lu IEEE Transactions on Image Processing
Weakly-supervised Temporal Action Localization with Multi-head Cross-modal Attention Hao Ren, Haoran Ren, Wu Ran, Hong Lu, and Cheng Jin Pacific Rim International Conference on Artificial Intelligence
Compositional Coding Capsule Network with K-Means Routing for Text Classification Hao Ren and Hong Lu Pattern Recognition Letters
Semantic-Related Feature Generation for Generalized Zero-Shot Learning Peirong Ma, Wu Ran, and Hong Lu IEEE International Conference on Multimedia and Expo
Palpation Localization of Radial Artery Based on 3-Dimensional Convolutional Neural Networks Qiliang Chen, Yulin Huang, Xing Zhu, Hong Lu, Zhongzhi Ji, Jiacheng Yang, and JingJing Luo EURASIP Journal on Image and Video Processing
Energy-Guided Feature Fusion for Zero-Shot Sketch-Based Image Retrieval Hao Ren, Ziqiang Zheng, and Hong Lu Neural Processing Letters
RARN: A Real-Time Skeleton-based Action Recognition Network for Auxiliary Rehabilitation Therapy Mengqi Shen and Hong Lu IEEE International Symposium on Circuits and System
SFCN: Spoon Fully Convolutional Networks for Pulse Localization Bohong Yang, Kai Meng, Hong Lu, Xing Zhu, and Jingjing Luo IEEE International Symposium on Circuits and System
Hybrid Uncalibrated Near-light Photometric Stereo in Realistic Environment Wu Ran, Xingsong Liu, Wang Feng, Hong Lu, Bohong Yang, Xing Zhu, and Jingjing Luo IEEE International Symposium on Circuits and System
GAN-MVAE: A Discriminative Latent Feature Generation Framework for Generalized Zero-shot Learning Peirong Ma, Hong Lu, Bohong Yang, and Wu Ran Pattern Recognition Letters
Multi-Classes and Motion Properties for Concurrent Visual-SLAM in Dynamics Environments Bohong Yang, Wu Ran, Lin Wang, Hong Lu, and Yi-Ping Phoebe Chen IEEE Transactions on Multimedia
Multi-directional Convolution Networks with Spatial-temporal Feature Pyramid Module for Action Recognition Bohong Yang, Zijian Wang, Wu Ran, Hong Lu, and Yi-Ping Phoebe Chen IEEE International Conference on Acoustics, Speech and Signal Processing
A Fast and Efficient Network for Single Image Deraining Youzhao Yang and Hong Lu IEEE International Conference on Acoustics, Speech and Signal Processing
Pulse Localization Networks with Infrared Camera Bohong Yang, Kai Meng, Hong Lu, Xinyao Nie, Guanhao Huang, Jingjing Luo, and Xing Zhu ACM Multimedia Asia
Single Image Rain Removal Boosting via Directional Gradient Wu Ran, Youzhao Yang, and Hong Lu IEEE International Conference on Multimedia and Expo
RDDAN: A Residual Dense Dilated Aggregated Network for Single Image Deraining Youzhao Yang, Wu Ran, and Hong Lu IEEE International Conference on Multimedia and Expo
Learning the Game of Go by Scalable Network without Prior Knowledge of Komi Bohong Yang, Lin Wang, Hong Lu, and Youzhao Yang IEEE Transactions on Games
Learning Cognitive Map Representations for Navigation by Sensory-motor Integration Dongye Zhao, Zheng Zhang, Hong Lu, Sen Cheng, Bailu Si, and Xisheng Feng IEEE Transactions on Cybernetics
In-classroom Learning Analytics based on Student Behavior, Topic and Teching Characteristic Mining Bohong Yang, Zeping Yao, Hong Lu, Yaqian Zhou, and Jinkai Xu Pattern Recognitions Letters
L0 Gradient Smoothing and Bimodal Histogram Analysis: A Robust Method for Sea-sky-line Detection Jian Jiao, Hong Lu, Zijian Wang, Wenqiang Zhang and Lizhe Qi ACM Multimedia Asia
Single Image Deraining via Recurrent Hierarchy Enhancement Network Youzhao Yang and Hong Lu ACM International Conference on Multimedia
A Survey on Natural Image Matting with Closed-Form Solutions Xiaoqiang Li, Jide Li, and Hong Lu IEEE Access
Single Image Deraining using a Recurrent Multi-Scale Aggregation and Enhancement Network Youzhao Yang and Hong Lu IEEE International Conference on Multimedia and Expo
Weakly Supervised Image Retrieval via Coarse-scale Feature Fusion and Multi-level Attention Blocks Xinyao Nie, Hong Lu, Zijian Wang, Jingyuan Liu, and Zehua Guo International Conference on Multimedia and Retrieval
Accurate Targeting in Robot-assisted TCM Pulse Diagnosis using Adaptive Sensor Fusion Jingjing Luo, Chun Ouyang, Xiaokai Nie, Wenjie Yin, Hong Lu, and Yuzhu Guo International Conference on Communication, Management and Information Technology
Deep Fashion Analysis with Feature Map Upsampling and Landmark-driven Attention Jingyuan Liu and Hong Lu European Conference on Computer Vision Workshop
Learning to Match using Siamese Network for Object Tracking Chaopeng Li, Hong Lu, Jian Jiao, and Wenqiang Zhang Pacific-Rim Conference on Multimedia
Handwritten Chinese Character Recognition Based on Domain-Specific Knowledge Qian Liu, Danqing Wang, Hong Lu, and Chaopeng Li Pacific-Rim Conference on Multimedia
A Novel Experience-based Exploration Method for Q-Learning Bohong Yang, Hong Lu, Baogen Li, Zheng Zhang, and Wenqiang Zhang International Conference of Pioneering Computer Scientists, Engineering and Educators
学术兼职
IEEE会员，ACM会员，中国计算机学会高级会员
担任多个国际会议CNIS、PCM、MUE、PCN、ICME、CIVR等的Technical Program Committee member
担任多个国际会议和国际论坛PCM2018、PCM2010、CIVR2010等的Session Co-Chair
合作举办多个国际会议SSRR2017, ICMR2015, PCM2010, IDCL2009, VISUAL2007，担任Local Organization Chair和Session Chair
担任多个国际期刊IEEE Multimedia、IEEE Transactions on Image Processing、IEEE Transactions on Multimedia、IEEE Transactions on Circuits and Systems for Video Technology、IEEE Signal Processing Letter、Neuro Computing、Advances in Multimedia、IEEE Transactions on Systems, Man, and Cybernetics, Part B等和国际会议IJCAI、ACMMM、ICME、ICMR、PCM等的审稿人
上海市图像图形学会理事
上海市计算机学会多媒体专委会主任
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