Selected Publications


Wentian Qu, Zhaopeng Cui, Yinda Zhang, Chenyu Meng, Cuixia Ma, Xiaoming Deng, Hongan Wang. Novel-view Synthesis and Pose Estimation for Hand-Object Interaction from Sparse Views. ICCV 2023 Project Webpage, Code and Model, Dataset.

Baowen Zhang, Jiahe Li, Xiaoming Deng, Yinda Zhang, Cuixia Ma, Hongan Wang. Self-supervised Learning of Implicit Shape Representation with Dense Correspondence for Deformable Objects. ICCV 2023 Project Webpage, Code and Model .

Xiaoming Deng, Dexin Zuo, Yinda Zhang, Zhaopeng Cui, Jian Cheng, Ping Tan, Liang Chang, Marc Pollefeys, Sean Fanello, Hongan Wang. Recurrent 3D Hand Pose Estimation Using Cascaded Pose-guided 3D Alignments. IEEE Transactions on Pattern Analysis and Machine Intelligence (2023) Project Webpage, Video Demo.

Fang Liu, Xiaoming Deng, Changqing Zou, Yu-Kun Lai, Keqi Chen, Ran Zuo, Cuixia Ma, Yong-Jin Liu, Hongan Wang. SceneSketcher-v2: Fine-grained Scene-level Sketch-based Image Retrieval Using Adaptive GCNs. IEEE Transactions on Image Processing (2022) Project Webpage, Code and Model .

Jian Cheng, Yanguang Wan, Dexin Zuo, Cuixia Ma, Jian Gu, Ping Tan, Hongan Wang, Xiaoming Deng, Yinda Zhang. Efficient Virtual View Selection for 3D Hand Pose Estimation. AAAI 2022 Project Webpage, Code and Model

Baowen Zhang, Yangang Wang, Xiaoming Deng, Yinda Zhang, Ping Tan, Cuixia Ma, Hongan Wang. Interacting Two-hand 3D Pose And Shape Reconstruction From Single Color Image. ICCV 2021 Project Webpage, Code and Model, Video Demo.

Xiaoming Deng, Yinda Zhang, Jian Shi, Yuying Zhu, Dachuan Cheng, Dexin Zuo, Zhaopeng Cui, Ping Tan, Liang Chang, Hongan Wang. Hand Pose Understanding With Large-scale Photo-realistic Rendering Dataset. IEEE Transactions on Image Processing (2021) Video Demo.

Zihao Zhang, Lei Hu, Xiaoming Deng, Shihong Xia. Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling Strategy. IJCAI 2021 Project Webpage, Code and Model.

Xiaoming Deng, Yuying Zhu, Yinda Zhang, Zhaopeng Cui, Ping Tan, Wentian Qu, Cuixia Ma, Hongan Wang. Weakly Supervised Learning for Single Depth-Based Hand Shape Recovery. IEEE Transactions on Image Processing (2021) Video Demo.

Wei Zhang, Zeyi Lin, Jian Cheng, Cuixia Ma, Xiaoming Deng, Hongan Wang. STA-GCN: Two-Stream Graph Convolutional Network With Spatial–Temporal Attention For Hand Gesture Recognition. The Visual Computer Journal (2020)

Zihao Zhang, Lei Hu, Xiaoming Deng, Shihong Xia. Weakly Supervised Adversarial Learning for 3D Human Pose Estimation from Point Clouds. IEEE Transactions on Visualization and Computer Graphics (2020) Presentation.

Fang Liu, Changqing Zou, Xiaoming Deng, Ran Zuo, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang. SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches. ECCV 2020 Supplementary Document.

Xiaobing Du, Cuixia Ma, Guanhua Zhang, Jinyao Li, Yu-Kun Lai, Guozhen Zhao, Xiaoming Deng, Yong-Jin Liu, Hongan Wang. An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals. IEEE Transactions on Affection Computing (2020).

Fang Liu, Xiaoming Deng, Yu-Kun Lai, Yong-Jin Liu, Cuixia Ma, Hongan Wang. SketchGAN: Joint Sketch Completion and Recognition with Generative Adversarial Network . CVPR 2019.

Dachuan Cheng, Jian Shi, Yanyun Chen, Xiaoming Deng, Xiaopeng Zhang. Learning Scene Illumination by Pairwise Photos from Rear and Front Mobile Cameras . Computer Graphics Forum (2018) Project Webpage, Code.

Xiaoming Deng, Yinda Zhang, Shuo Yang, Ping Tan, Liang Chang, Ye Yuan, Hongan Wang. Joint Hand Detection and Rotation Estimation Using CNN. IEEE Transactions on Image Processing, 27(4):1888-1900 (2018) Project Webpage

Yikun Wang, Liang Chang, Yuhua Cheng, Lihua Jin, Zhengxin Cheng, Xiaoming Deng, Fuqing Duan. Text2Sketch: Learning Face Sketch from Facial Attribute Text . ICIP 2018.

Xiaoming Deng, Shuo Yang, Yinda Zhang, Ping Tan, Liang Chang, Hongan Wang. Hand3D: Hand Pose Estimation Using 3D Neural Network . arXiv:1704.02224 [cs.CV] (7 Apr 2017) Project Webpage

Liang Chang, Xiaoming Deng, Mingquan Zhou, Zhongke Wu, Ye Yuan, Shuo Yang, Hongan Wang. Convolutional Neural Networks in Image Understanding. Acta Automatica Sinica (2016)

Liang Chang, Yves Rozenholc, Xiaoming Deng, Fuqing Duan, Mingquan Zhou. Face Sketch Synthesis Using Non-local Means And Patch-based Seaming. ICIP 2015.

Xiaoming Deng, Jie Liu, Feng Tian, Liang Chang, Hongan Wang. Motion Estimation Of Multiple Depth Cameras Using Spheres. (slides) ICIP 2014.

Xiaoming Deng, Shihong Xia, Wenzhong Wang, Zhaoqi Wang, Liang Chang, Hongan Wang. Automatic Gait Motion Capture With Missing-marker Fillings. (video, slides, press release) ICPR 2014.

Zhenglong Zhou, Bo Shu, Shaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin. Image-based Clothes Animation for Virtual Fitting. (project page, video demo, ACM version) SIGGRAPH Asia 2012 Technique Briefs.

Xiaoming Deng, Fuchao Wu, Yihong Wu, Fuqing Duan, Liang Chang, Hongan Wang. Self-calibration of Hybrid Central Catadioptric And Perspective Cameras. Computer Vision and Image Understanding 116(6): 715-729 (2012)

Fuqing Duan, Fuchao Wu, Mingquan Zhou, Xiaoming Deng, Yun Tian. Calibrating Effective Focal Length for Central Catadioptric Cameras using One Space Line. Pattern Recognition Letters 33(5): 646-653 (2012)

Liang Chang, Xiaoming Deng, Mingquan Zhou, Fuqing Duan, Zhongke Wu. Smoothness-constrained Face Photo-sketch Synthesis using Sparse Representation. ICPR 2012: 3025-3029

Xiaoming Deng, Fuchao Wu, Yihong Wu, Liang Chang, Wei Liu, Hongan Wang. Calibration of Central Catadioptric Camera with One-dimensional Object undertaking General Motions. ICIP 2011: 637-640

Liang Chang, Mingquan Zhou, Yanjun Han, Xiaoming Deng. Face Sketch Synthesis via Sparse Representation. ICPR 2010: 2146-2149

Wenzhong Wang, Xiaoming Deng, Xianjie Qiu, Shihong Xia, Zhaoqi Wang. Learning Local Models for 2D Human Motion Tracking. ICIP 2009: 2589-2592

Hui Zeng, Xiaoming Deng, Zhanyi Hu. A New Normalized Method on Line-based Homography Estimation. Pattern Recognition Letters 29(9): 1236-1244 (2008)

Xiaoming Deng, Fuchao Wu, Yihong Wu, Fuqing Duan. Visual Metrology with Uncalibrated Radial Distorted Images. ICPR 2008.

Liang Chang, Xiaoming Deng, Suiwu Zheng, Yongqing Wang. Scaling Up Kernel Grower Clustering Method for Large Data Sets via Core-sets, Acta Automatica Sinica 34 (3): 376-382(2008)

Xiaoming Deng, Fuchao Wu, Yihong Wu. An Easy Calibration Method for Central Catadioptric Cameras, Acta Automatica Sinica (2007)

(This web page last updated on June, 2022.)