Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture

Tang, Danhang, Chang, Hyung Jin, Tejani, Alykhan, Kim, Tae-Kyun·2014·2014 IEEE Conference on Computer Vision and Pattern Recognition
DOI 10.1109/cvpr.2014.490

Cited by (398)

Items 101–200 of 398

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  2. SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation
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  3. Two-hand Global 3D Pose Estimation using Monocular RGB
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  4. Real-Time Hand Tracking Using a Sum of Anisotropic Gaussians Model
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  8. Survey on depth and RGB image-based 3D hand shape and pose estimation
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  9. HBE: Hand Branch Ensemble Network for Real-Time 3D Hand Pose Estimation
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  10. Fast hand posture classification using depth features extracted from random line segments
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  11. Efficient Virtual View Selection for 3D Hand Pose Estimation
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  12. HandVoxNet++: 3D Hand Shape and Pose Estimation Using Voxel-Based Neural Networks
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  13. Two Heads Are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation
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  14. Spatio-Temporal Hough Forest for efficient detection–localisation–recognition of fingerwriting in egocentric camera
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  15. V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map
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  16. Metaphoric Hand Gestures for Orientation-Aware VR Object Manipulation With an Egocentric Viewpoint
    Youngkyoon Jang, Ikbeom Jeon, Tae‐Kyun Kim, Woontack Woo · 2016 · IEEE Transactions on Human-Machine Systems
  17. MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation
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  18. Hand Pose Estimation: A Survey
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  19. HandMap: Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision
    Xiaokun Wu, Daniel J. Finnegan, Eamonn J. O'Neill, Yong‐Liang Yang · 2018 · Lecture notes in computer science
  20. Recurrent 3D Hand Pose Estimation Using Cascaded Pose-Guided 3D Alignments
    Xiaoming Deng, Dexin Zuo, Yinda Zhang, Zhaopeng Cui, Jian Cheng, Ping Tan, Liang Chang, Marc Pollefeys, Sean Fanello, Hongan Wang · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  21. Automatic Detection Pipeline for Accessing the Motor Severity of Parkinson’s Disease in Finger Tapping and Postural Stability
    Ning Yang, Defeng Liu, Tao Liu, Tianyuan Han, Pingyue Zhang, Xuenan Xu, Siyu Lou, Huanguang Liu, Anchao Yang, Cheng Dong et al. · 2022 · IEEE Access
  22. Crossing Nets: Dual Generative Models with a Shared Latent Space for Hand Pose Estimation.
    Chengde Wan, Thomas Probst, Luc Van Gool, Angela Yao · 2017 · arXiv (Cornell University)
  23. Survey on Hand Gesture Recognition From Visual Input
    Manousos Linardakis, Iraklis Varlamis, Georgios Th. Papadopoulos · 2025 · IEEE Access
  24. Differentiable Spatial Regression: A Novel Method for 3D Hand Pose Estimation
    Xingyuan Zhang, Fuhai Zhang · 2020 · IEEE Transactions on Multimedia
  25. Variational autoencoders for 3D data processing
    Szilárd Molnár, Levente Tamás · 2024 · Artificial Intelligence Review
  26. Guided optimisation through classification and regression for hand pose estimation
    Philip Krejov, Andrew Gilbert, Richard Bowden · 2016 · Computer Vision and Image Understanding
  27. Spatial-aware stacked regression network for real-time 3D hand pose estimation
    Pengfei Ren, Haifeng Sun, Weiting Huang, Jiachang Hao, Daixuan Cheng, Qi Qi, Jingyu Wang, Jianxin Liao · 2021 · Neurocomputing
  28. Hierarchical particle filtering for 3D hand tracking
    Alexandros Makris, Nikolaos Kyriazis, Antonis Argyros · 2015 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  29. Estimate Hand Poses Efficiently from Single Depth Images
    Chi Yun Xu, Ashwin Nanjappa, Xiaowei Zhang, Li Cheng · 2015 · International Journal of Computer Vision
  30. 3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor
    Jameel Nawaz Malik, Ahmed Elhayek, Sheraz Ahmed, Faisal Shafait B, Muhammad Imran Malik, Didier Stricker · 2018 · Sensors
  31. Hough Forest With Optimized Leaves for Global Hand Pose Estimation With Arbitrary Postures
    Hui Liang, Junsong Yuan, Jun Lee, Liuhao Ge, Daniël Thalmann · 2017 · IEEE Transactions on Cybernetics
  32. Structure-Aware 3D Hand Pose Regression from a Single Depth Image
    Jameel Nawaz Malik, Ahmed Elhayek, Didier Stricker · 2018 · Lecture notes in computer science
  33. Hand-3d-Studio: A New Multi-View System for 3d Hand Reconstruction
    Zhengyi Zhao, Tianyao Wang, Siyu Xia, Yangang Wang · 2020 · IEEE International Conference on Acoustics Speech and Signal Processing
  34. HandDiff: 3D Hand Pose Estimation with Diffusion on Image-Point Cloud
    Wencan Cheng, Hao Tang, Luc Van Gool, Jong Hwan Ko · 2024 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  35. Real-time spatial normalization for dynamic gesture classification
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  36. Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-based 3D Hand Pose and Mesh Estimation
    Pengfei Ren, Hai-Feng Sun, Jia-Chang Hao, Jing-Yu Wang, Qi Qi, J. Liao · 2022 · Computer Vision and Pattern Recognition
  37. 3D Hand Pose Estimation from RGB Using Privileged Learning with Depth Data
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  38. Simultaneous Hand Pose and Skeleton Bone-Lengths Estimation from a Single Depth Image
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  39. How to Refine 3D Hand Pose Estimation from Unlabelled Depth Data?
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  40. Monocular RGB Hand Pose Inference from Unsupervised Refinable Nets
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  41. Hand Gesture Recognition with Multiple Leap Motion Devices
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  42. WHSP-Net: A Weakly-Supervised Approach for 3D Hand Shape and Pose Recovery from a Single Depth Image
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  43. Pose-Guided Hierarchical Graph Reasoning for 3-D Hand Pose Estimation From a Single Depth Image
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  44. Hand action detection from ego-centric depth sequences with error-correcting Hough transform
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  45. Video Surveillance Anomaly Detection: A Review on Deep Learning Benchmarks
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  47. Soft-Margin Mixture of Regressions
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  48. Learning Pose Specific Representations by Predicting Different Views
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  49. Efficient Annotation and Learning for 3D Hand Pose Estimation: A Survey
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  50. Toward Realistic Hands Gesture Interface
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  51. 3D Hand Tracking in the Presence of Excessive Motion Blur
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  52. Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation
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  53. 3D Hand-Object Pose Estimation from Depth with Convolutional Neural Networks
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  54. Rotation invariance and equivariance in 3D deep learning: a survey
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  55. Deep learning for integrated hand detection and pose estimation
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  56. Articulated Hand Pose Estimation Review
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  57. Active Learning for Bayesian 3D Hand Pose Estimation
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  58. Cascaded hierarchical CNN for 2D hand pose estimation from a single color image
    Mingyue Zhang, Zhiheng Zhou, Ming Deng · 2022 · Multimedia Tools and Applications
  59. S$$^2$$Contact: Graph-Based Network for 3D Hand-Object Contact Estimation with Semi-supervised Learning
    Tze Ho Elden Tse, Zhongqun Zhang, Kwang In Kim, Aleš Leonardis, Feng Zheng, Hyung Jin Chang · 2022 · Lecture notes in computer science
  60. Hand pose estimation with multi-scale network
    Zhongxu Hu, Youmin Hu, Bo Wu, Jie Liu, Dongmin Han, Thomas R. Kurfess · 2017 · Applied Intelligence
  61. Depth-based hand pose estimation: methods, data, and challenges
    James Steven Supančič, Grégory Rogez, Yi Yang, Jamie Shotton, Deva Ramanan · 2015 · arXiv (Cornell University)
  62. Occlusion Aware Hand Pose Recovery from Sequences of Depth Images
    Meysam Madadi, Sérgio Escalera, Alex Carruesco, Carlos Andújar, Xavier Baró, Jordi Gonzàlez · 2017 · International Conference on Automatic Face and Gesture Recognition
  63. On the Fusion of RGB and Depth Information for Hand Pose Estimation
    Evangelos Kazakos, Christophoros Nikou, Ioannis A. Kakadiaris · 2018 · Proceedings - International Conference on Image Processing
  64. MURAUER: Mapping Unlabeled Real Data for Label AUstERity
    Georg Poier, Michael Opitz, David Schinagl, Horst Bischof · 2019 · IEEE Winter Conference on Applications of Computer Vision
  65. 3D Hand Pose Estimation with a Single Infrared Camera via Domain Transfer Learning
    Gabyong Park, Tae‐Kyun Kim, Woontack Woo · 2020 · Proceedings - International Symposium on Mixed and Augmented Reality, ISMAR
  66. Hand Pose Estimation from RGB Images Based on Deep Learning: A Survey
    Yang Liu, Jie Jiang, Jiahao Sun · 2021 · International Conference on Virtual Reality
  67. HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge
    Jae Shin Yoon, Zhixuan Yu, Jaesik Park, Hyun Soo Park · 2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  68. A Survey on GAN-Based Data Augmentation for Hand Pose Estimation Problem
    Farnaz Farahanipad, Mohammad Rezaei, Mohammad Sadegh Nasr, Farhad A. Kamangar, Vassilis Athitsos · 2022 · Technologies
  69. Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data
    Gernot Riegler, Martin Urschler, Matthias Rüther, Horst Bischof, Darko Štern · 2015 · IEEE International Conference on Computer Vision Workshops
  70. MVPointNet: Multi-View Network for 3D Object Based on Point Cloud
    Weiguo Zhou, Xin Jiang, Yunhui Liu · 2019 · IEEE Sensors Journal
  71. Virtual hands in VR
    Sophie Jörg, Yuting Ye, Franziska Mueller, Michael Neff, Victor Brian Zordan · 2020 · SIGGRAPH Asia Courses
  72. A Dual-Branch Self-Boosting Framework for Self-Supervised 3D Hand Pose Estimation
    Pengfei Ren, Haifeng Sun, Jiachang Hao, Qi Qi, Jingyu Wang, Jianxin Liao · 2022 · IEEE Transactions on Image Processing
  73. HandGCNFormer: A Novel Topology-Aware Transformer Network for 3D Hand Pose Estimation
    Yintong Wang, Lili Chen, Jiamao Li, Xiaolin Zhang · 2023 · IEEE Winter Conference on Applications of Computer Vision
  74. Context-Aware Deep Spatiotemporal Network for Hand Pose Estimation From Depth Images
    Yiming Wu, Wei Ji, Xi Li, Gang Wang, Jianwei Yin, Fei Qing Wu · 2018 · IEEE Transactions on Cybernetics
  75. Fast and Accurate 3D Hand Pose Estimation via Recurrent Neural Network for Capturing Hand Articulations
    Cheol-Hwan Yoo, Seo-Won Ji, Yong-Goo Shin, Seung‐Wook Kim, Sung-Jea Ko · 2020 · IEEE Access
  76. MM-Hand
    Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen‐Yu Lin, Zhangyang Wang, Wei Fan · 2020 · ACM International Conference on Multimedia (ACM MM)
  77. HO-3D: A Multi-User, Multi-Object Dataset for Joint 3D Hand-Object Pose Estimation.
    Shreyas Hampali, Markus Oberweger, Mahdi Rad, Vincent Lepetit · 2019 · arXiv (Cornell University)
  78. HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural Network
    Wencan Cheng, Jong Hwan Ko · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
  79. Hand Gesture Mapping Using MediaPipe Algorithm
    Ravi Kishore Veluri, S. Rama Sree, A. Vanathi, G. Aparna, S. Prasanth Vaidya · 2022 · Lecture notes in electrical engineering
  80. Unsupervised learning of complex articulated kinematic structures combining motion and skeleton information
    Hyung Jin Chang, Yiannis Demiris · 2015 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  81. Notice of Removal Two-stream convolutional neural network for accurate RGB-D fingertip detection using depth and edge information
    Hengkai Guo, Guijin Wang, Xinghao Chen · 2016 · Proceedings - International Conference on Image Processing
  82. Synthesizing Depth Hand Images with GANs and Style Transfer for Hand Pose Estimation
    Wangyong He, Zhongzhao Xie, Yongbo Li, Xinmei Wang, Wendi Cai · 2019 · Sensors
  83. A CNN model for real time hand pose estimation
    Lu Ding, Yong Wang, Robert Laganière, Dan Fei Huang, Shan Fu · 2021 · Journal of Visual Communication and Image Representation
  84. RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images
    Shanxin Yuan, Björn Stenger, Tae‐Kyun Kim · 2018 · arXiv (Cornell University)
  85. Structured forests for pixel-level hand detection and hand part labelling
    Xiaolong Zhu, Xuhui Jia, Kwan-Yee K. Wong · 2015 · Computer Vision and Image Understanding
  86. Hand Pose Regression via a Classification-Guided Approach
    Hong-Wei Yang, Ju-Yong Zhang · 2016 · Asian Conference on Computer Vision
  87. Weakly Supervised Learning for Single Depth-Based Hand Shape Recovery
    Xiaoming Deng, Yuying Zhu, Yinda Zhang, Zhaopeng Cui, Ping Tan, Wentian Qu, Cuixia Ma, Hongan Wang · 2020 · IEEE Transactions on Image Processing
  88. Direction matters: hand pose estimation from local surface normals
    Chengde Wan, Angela Yao, Luc Van Gool · 2016 · arXiv (Cornell University)
  89. Structure-Aware 3D Hourglass Network for Hand Pose Estimation from Single Depth Image
    Fuyang Huang, Ailing Zeng, Minhao Liu, Jing Qin, Qiang Xu · 2018 · arXiv (Cornell University)
  90. A Framework for Articulated Hand Pose Estimation and Evaluation
    Gernot Riegler, David Ferstl, Matthias Rüther, Horst Bischof · 2015 · Lecture notes in computer science
  91. Learning a deep network with spherical part model for 3D hand pose estimation
    Tzu-Yang Chen, Pai-Wen Ting, Min-Yu Wu, Li‐Chen Fu · 2017 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  92. Real-time pose invariant spontaneous smile detection using conditional random regression forests
    Leyuan Liu, Wenting Gui, Li Zhang, Jingying Chen · 2019 · Optik
  93. Bi-Stream Pose-Guided Region Ensemble Network for Fingertip Localization From Stereo Images
    Guijin Wang, Cairong Zhang, Xinghao Chen, Xiangyang Ji, Jing‐Hao Xue, Hang Wang · 2020 · IEEE Transactions on Neural Networks and Learning Systems
  94. Continuous hand gesture recognition: Benchmarks and methods
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  95. Gesture-Based Human Machine Interaction Using RCNNs in Limited Computation Power Devices
    Alberto Tellaeche, Ignacio Fidalgo Astorquia, Juan Ignacio Vázquez, Surajit Saikia · 2021 · Sensors
  96. Hand pose estimation based on deep learning depth map for hand gesture recognition
    Naima Otberdout, Lahoucine Ballihi, Driss Aboutajdine · 2017 · International Conference on Intelligent Systems and Computer Vision (ISCV)
  97. Simple very deep convolutional network for robust hand pose regression from a single depth image
    Qing Fan, Xukun Shen, Yong Sheng Hu, Changjian Yu · 2017 · Pattern Recognition Letters
  98. Training a Feedback Loop for Hand Pose Estimation
    Markus Oberweger, Paul Wohlhart, Vincent Lepetit · 2016 · arXiv (Cornell University)
  99. A Pipeline for Hand 2-D Keypoint Localization Using Unpaired Image to Image Translation
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  100. Random Forest with Suppressed Leaves for Hough Voting
    Hui Liang, Junhui Hou, Junsong Yuan, Daniël Thalmann · 2017 · Lecture notes in computer science