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Estimating the 3D hand pose from a monocular RGB image is important but challenging.
A fast algorithm for vision-based hand gesture recognition for robot control. In ICPCA
Asanterabi Kighoma Malima, Erol Özgür, and Müjdat Çetin. 2006 · 2006
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Real-time 3D model-based gesture tracking for multimedia control. In ICPR
Shih-Yao Lin, Yun-Chien Lai, Li-Wei Chan, and Yi-Ping Hung. 2010 · 2010
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Hand pose identification from monocular image for sign language recognition. In ICSIPA
Manas Kamal Bhuyan, Mithun Kumar Kar, and Debanga Raj Neog. 2011 · 2011
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Action recognition for human-marionette interaction. In MM
Shih-Yao Lin, Chuen-Kai Shie, Shen-Chi Chen, and Yi-Ping Hung. 2012 · 2012
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Auto-encoding variational bayes
Diederik P Kingma and Max Welling. 2013 · 2013
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AirTouch panel: a re-anchorable virtual touch panel. In MM
Shih-Yao Lin, Chuen-Kai Shie, Shen-Chi Chen, and Yi-Ping Hung. 2013 · 2013
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Latent regression forest: Structured estimation of 3d articulated hand posture. In CVPR
Danhang Tang, Hyung Jin Chang, Alykhan Tejani, and Tae-Kyun Kim. 2014 · 2014
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Real-time continuous pose recovery of human hands using convolutional networks
Jonathan Tompson, Murphy Stein, Yann Lecun, and Ken Perlin. 2014 · 2014
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U-net: Convolutional networks for biomedical image segmentation. In MICCAI
Olaf Ronneberger, Philipp Fischer, and Thomas Brox. 2015 · 2015
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Cascaded hand pose regression. In CVPR
Xiao Sun, Yichen Wei, Shuang Liang, Xiaoou Tang, and Jian Sun. 2015 · 2015
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Re-anchorable virtual panel in three-dimensional space
Yi-ping Hung and Shih-Yao Lin. 2016 · 2016
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Perceptual losses for real-time style transfer and super-resolution. In ECCV
Justin Johnson, Alexandre Alahi, and Li Fei-Fei. 2016 · 2016
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Real time hand pose estimation for human computer interaction
Philip Krejov. 2016 · 2016
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Convolutional pose machines. In CVPR
Shih-En Wei, Varun Ramakrishna, Takeo Kanade, and Yaser Sheikh. 2016 · 2016
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3d hand pose tracking and estimation using stereo matching
Jiawei Zhang, Jianbo Jiao, Mingliang Chen, Liangqiong Qu, Xiaobin Xu, and Qingxiong Yang. 2016 · 2016
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Image-to-image translation with conditional adversarial networks. In CVPR
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros. 2017 · 2017
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Pose guided person image generation. In NeurIPS
Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, and Luc Van Gool. 2017 · 2017
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Real-time hand tracking under occlusion from an egocentric rgb-d sensor. In ICCV
Franziska Mueller, Dushyant Mehta, Oleksandr Sotnychenko, Srinath Sridhar, Dan Casas, and Christian Theobalt. 2017 · 2017
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Learning from simulated and unsupervised images through adversarial training. In CVPR
Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Joshua Susskind, Wenda Wang, and Russell Webb. 2017 · 2017
Cited alongside, same era.
Unpaired image-to-image translation using cycle-consistent adversarial networks. In ICCV
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros. 2017 · 2017
Cited alongside, same era.
Weakly-supervised 3d hand pose estimation from monocular rgb images. In ECCV
Yujun Cai, Liuhao Ge, Jianfei Cai, and Junsong Yuan. 2018 · 2018
Cited alongside, same era.
A variational u-net for conditional appearance and shape generation. In CVPR
Patrick Esser, Ekaterina Sutter, and Björn Ommer. 2018 · 2018
Cited alongside, same era.
CyCADA: Cycle-Consistent Adversarial Domain Adaptation. In ICML
Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu, Phillip Isola, Kate Saenko, Alexei Efros, and Trevor Darrell. 2018 · 2018
Cited alongside, same era.
3D Hand Shape and Pose Estimation from a Single RGB Image. In CVPR
Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, and Junsong Yuan. 2019 · 2019
Later among the works it cites.
Enlightengan: Deep light enhancement without paired supervision
Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, and Zhangyang Wang. 2019 · 2019
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Deblurgan-v2: Deblurring (orders-of-magnitude) faster and better. In ICCV
Orest Kupyn, Tetiana Martyniuk, Junru Wu, and Zhangyang Wang. 2019 · 2019
Later among the works it cites.
Triple generative adversarial networks
Chongxuan Li, Kun Xu, Jiashuo Liu, Jun Zhu, and Bo Zhang. 2019c · 2019
Later among the works it cites.
A survey on 3D hand pose estimation: Cameras, methods, and datasets
Rui Li, Zhenyu Liu, and Jianrong Tan. 2019b · 2019
Later among the works it cites.
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis
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Disentangled person image generation. In CVPR
Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, and Mario Fritz. 2018 · 2018
Cited alongside, same era.
Ganerated hands for real-time 3d hand tracking from monocular rgb. In CVPR
Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, and Christian Theobalt. 2018 · 2018
Cited alongside, same era.
Image to image translation for domain adaptation. In CVPR
Zak Murez, Soheil Kolouri, David Kriegman, Ravi Ramamoorthi, and Kyungnam Kim. 2018 · 2018
Cited alongside, same era.
Dense pose transfer. In ECCV
Natalia Neverova, Riza Alp Guler, and Iasonas Kokkinos. 2018 · 2018
Cited alongside, same era.
Unsupervised person image synthesis in arbitrary poses. In CVPR
Albert Pumarola, Antonio Agudo, Alberto Sanfeliu, and Francesc Moreno-Noguer. 2018 · 2018
Cited alongside, same era.
Multistage adversarial losses for pose-based human image synthesis. In CVPR
Chenyang Si, Wei Wang, Liang Wang, and Tieniu Tan. 2018 · 2018
Cited alongside, same era.
Deformable gans for pose-based human image generation. In CVPR
Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, and Nicu Sebe. 2018 · 2018
Cited alongside, same era.
Wen Liu, Zhixin Piao, Jie Min, Wenhan Luo, Lin Ma, and Shenghua Gao. 2019 · 2019
Later among the works it cites.
All-in-One Underwater Image Enhancement Using Domain-Adversarial Learning. In CVPRW
Pritish M Uplavikar, Zhenyu Wu, and Zhangyang Wang. 2019 · 2019
Later among the works it cites.
Unsupervised Person Image Generation with Semantic Parsing Transformation. In CVPR
Sijie Song, Wei Zhang, Jiaying Liu, and Tao Mei. 2019 · 2019
Later among the works it cites.
Privacy-preserving deep visual recognition: An adversarial learning framework and a new dataset
Haotao Wang, Zhenyu Wu, Zhangyang Wang, Zhaowen Wang, and Hailin Jin. 2019 · 2019
Later among the works it cites.
Delving into robust object detection from unmanned aerial vehicles: A deep nuisance disentanglement approach. In ICCV
Zhenyu Wu, Karthik Suresh, Priya Narayanan, Hongyu Xu, Heesung Kwon, and Zhangyang Wang. 2019 · 2019
Later among the works it cites.
Disentangling Latent Hands for Image Synthesis and Pose Estimation. In CVPR
Linlin Yang and Angela Yao. 2019 · 2019
Later among the works it cites.
Dada: Deep adversarial data augmentation for extremely low data regime classification. In ICASSP
Xiaofeng Zhang, Zhangyang Wang, Dong Liu, and Qing Ling. 2019 · 2019
Later among the works it cites.
Progressive Pose Attention Transfer for Person Image Generation. In CVPR
Zhen Zhu, Tengteng Huang, Baoguang Shi, Miao Yu, Bofei Wang, and Xiang Bai. 2019 · 2019
Later among the works it cites.
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images
Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan Russell, Max Argus, and Thomas Brox. 2019 · 2019
Later among the works it cites.
Automated Synthetic-to-Real Generalization
Wuyang Chen, Zhiding Yu, Zhangyang Wang, and Anima Anandkumar. 2020b · 2020
Closest in time.
Skeleton-based Chinese sign language recognition and generation for bidirectional communication between deaf and hearing people
Qinkun Xiao, Minying Qin, and Yuting Yin. 2020 · 2020
Closest in time.
Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches
Shuai Yang, Zhangyang Wang, Jiaying Liu, and Zongming Guo. 2020 · 2020
Closest in time.