Recent Papers
Single Image Reflection Removal with Absorption Effect
Qian Zheng*, Boxin Shi*, Jinnan Chen, Xudong Jiang, Ling-Yu Duan, and Alex C. Kot
In Proc. of Computer Vision and Pattern Recognition (CVPR), 2021 [paper] [poster] [video] [code] [supp]
Indoor Lighting Estimation using an Event Camera
Zehao Chen#, Qian Zheng#, Peisong Niu, Huajin Tang, and Gang Pan*
In Proc. of Computer Vision and Pattern Recognition (CVPR), 2021 [paper] [poster] [video] [demo (video)] [supp]
Panoramic Image Reflection Removal
Yuchen Hong#, Qian Zheng#, Lingran Zhao, Xudong Jiang, Alex C. Kot and Boxin Shi*
In Proc. of Computer Vision and Pattern Recognition (CVPR), 2021 [paper] [poster] [video] [demo (video)] [supp]
Dense Events Grounding in Video
Peijun Bao, Qian Zheng and Yadong Mu*
AAAI Conference on Artificial Intelligence (AAAI), 2021 [paper]
Sample Complexity of Policy Gradient Finding Second-Order Stationary Points
Long Yang, Qian Zheng, and Gang Pan*
AAAI Conference on Artificial Intelligence (AAAI), 2021 [paper]
On Convergence of Gradient Expected Sarsa $\lambda$
Long Yang, Gang Zheng, Yu Zhang, Qian Zheng, Pengfei Li, and Gang Pan*
AAAI Conference on Artificial Intelligence (AAAI), 2021 [paper]
Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork
Dong Xing, Qianhui Liu, Qian Zheng, and Gang Pan*
International Joint Conference on Artificial Intelligence (IJCAI), 2021 [[paper]]
An Off-Policy Trust Region Policy Optimization Method With Monotonic Improvement Guarantee for Deep Reinforcement Learning
Wenjia Meng, Qian Zheng, Yue Shi, and Gang Pan*
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 [paper]
Before 2021
What does Plate Glass Reveal about Camera Calibration
Qian Zheng*, Jinnan Chen, Zhan Lu, Boxin Shi*, Xudong Jiang, Kim-Hui Yap, Ling-Yu Duan, and Alex C. Kot
In Proc. of Computer Vision and Pattern Recognition (CVPR), 2020 [paper] [poster] [video] [code]
LISA: A Learned Index Structure for Spatial Data
Pengfei Li, Hua Lu*, Qian Zheng, Long Yang, and Gang Pan*
ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD), 2020 [paper]
Maximum Entropy Reinforcement Learning with Evolution Strategies
Longxiang Shi, Shijian Li*, Qian Zheng, Longbing Cao, Long Yang, Min Yao, and Gang Pan
International Joint Conference on Neural Networks (IJCNN), 2020 [paper]
A Summary Study of Data-Driven Photometric Stereo
Qian Zheng, Boxin Shi*, and Gang Pan
Virtual Reality & Intelligent Hardware (VRIH), 2020 [paper]
Efficient Novelty Search Through Deep Reinforcement Learning
Longxiang Shi, Shijian Li*, Qian Zheng, Min Yao, and Gang Pan
IEEE Access, 2020 [paper]
SPLINE-Net: Sparse Photometric Stereo through Lighting Interpolation and Normal Estimation Networks
Qian Zheng#*, Yiming Jia#, Boxin Shi*, Xudong Jiang, Ling-Yu Duan, and Alex C. Kot
IEEE International Conference on Computer Vision (ICCV), 2019 [paper] [poster] [code]
Numerical Reflectance Compensation for Non-Lambertian Photometric Stereo
Qian Zheng, Ajay Kumar*, Boxin Shi, and Gang Pan
IEEE Transactions on Image Processing (TIP), 2019 [paper] [code]
Qualitative Measurements of Policy Discrepancy for Return-based Deep Q-Network
Wenjia Meng, Qian Zheng, Long Yang, Pengfei Li, and Gang Pan*
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 [paper]
HisRect: Features from Historical Visits and Recent Tweet for Co-Location Judgement
Pengfei Li, Hua Lu*, Qian Zheng, Shijian Li*, and Gang Pan
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019 [paper]
Denoising Adversarial Nets for Rain Streak Removal and Reflection Removal
Qian Zheng*, Boxin Shi*, Xudong Jiang, Ling-Yu Duan, and Alex C. Kot
IEEE International Conference on Image Processing (ICIP), 2019 [paper]
Exploiting Ratings, Reviews and Relationships for Item Recommendations in Topic Based Social Network
Pengfei Li, Hua Lu*, Qian Zheng, Long Yang, and Gang Pan*
International World Wide Web Conferences (WWW), 2019 [paper]
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation
Jun Wen, Risheng Liu, Nenggan Zheng*, Qian Zheng, Zhefeng Gong, and Junsong Yuan
AAAI Conference on Artificial Intelligence (AAAI), 2019 [paper]
Fashion Recommendation on Street Images
Huijing Zhan, Boxin Shi*, Jiawei Chen, Qian Zheng, Ling-Yu Duan, and Alex C. Kot
*IEEE International Conference on Image Processing (ICIP), 2019 [paper]
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning
Long Yang, Minhao Shi, Qian Zheng, Wenjia Meng, and Gang Pan*
International Joint Conference on Artificial Intelligence (IJCAI), 2018 [paper]
Contactless 3D Fingerprint Identification without 3D Reconstruction
Qian Zheng, Ajay Kumar, and Gang Pan
International Workshop on Biometrics and Forensics (IWBF), 2018 [paper]
Crux—A New Fast, Flexible and Decentralized Consensus Algorithm with High Fault Tolerance Rate
Pengfei Li*, Jingtian Peng, Long Yang, Qian Zheng, and Gang Pan
International Conference on Smart Blockchain, 2018 [paper]
A 3D Feature Descriptor Recovered from a Single 2D Palmprint Image
Qian Zheng, Ajay Kumar*, and Gang Pan*
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 [paper] [code]
Suspecting Less and Doing Better: New Insights on Palmprint Identification for Faster and More Accurate Matching
Qian Zheng, Ajay Kumar*, and Gang Pan*
IEEE Transactions on Information Forensics and Security (TIFS), 2016 [paper]
EasyPointer: What You Pointing at is What You Get
Gang Pan, Haoyi Ren, Weidong Hua, Qian Zheng, and Shijian Li
CHI’11 Extended Abstracts on Human Factors in Computing Systems, 2011 [paper]
Patents
Method and device for contactless biometrics identification
Ajay Kumar, Qian Zheng
US Patent 9734165, 2017
一种基于联合字典的三维人脸表情去除的方法
王跃明, 潘纲, 郑乾, 吴朝晖
CN Patent 104408768B，2017