From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation

27 March 2021

Papers citing "From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation"

44 / 44 papers shown

Title
Leveraging Synthetic Adult Datasets for Unsupervised Infant Pose Estimation Sarosij Bose Hannah Dela Cruz Arindam Dutta Elena Kokkoni Konstantinos Karydis A. Roy-Chowdhury 32 0 0 08 Apr 2025
AP-CAP: Advancing High-Quality Data Synthesis for Animal Pose Estimation via a Controllable Image Generation Pipeline Lei Wang Yujie Zhong Xiaopeng Sun Jingchun Cheng C. Feng Qiong Cao Lin Ma Zhaoxin Fan 51 0 0 01 Apr 2025
Probabilistic Prompt Distribution Learning for Animal Pose Estimation Jiyong Rao Brian Nlong Zhao Yu Wang VLM VPVLM 69 0 0 20 Mar 2025
Online Test-time Adaptation for 3D Human Pose Estimation: A Practical Perspective with Estimated 2D Poses Qiuxia Lin Kerui Gu Linlin Yang Angela Yao 3DH TTA 66 0 0 14 Mar 2025
Learning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose Estimation Tianyang Xu Jiyong Rao Xiaoning Song Zhenhua Feng Xiao Wu ViT 70 1 0 25 Feb 2025
Sim2real Cattle Joint Estimation in 3D point clouds Okour Mohammad Falque Raphael Alempijevic Alen 22 0 0 18 Oct 2024
Towards Multi-Modal Animal Pose Estimation: A Survey and In-Depth Analysis Qianyi Deng Oishi Deb Amir Patel Christian Rupprecht Philip Torr Niki Trigoni Andrew Markham 46 0 0 12 Oct 2024
Dessie: Disentanglement for Articulated 3D Horse Shape and Pose Estimation from Images Ci Li Yi Yang Zehang Weng Elin Hernlund Silvia Zuffi Hedvig Kjellström 31 3 0 04 Oct 2024
Partial Distribution Matching via Partial Wasserstein Adversarial Networks Zi-Ming Wang Nan Xue Ling Lei Rebecka Jornsten Gui-Song Xia OOD 42 0 0 16 Sep 2024
ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data Elia Bonetto Aamir Ahmad 25 1 0 20 Aug 2024
Domain-Adaptive 2D Human Pose Estimation via Dual Teachers in Extremely Low-Light Conditions Yihao Ai Yifei Qi Bo Wang Yu-Feng Cheng Xinchao Wang Robby T. Tan 44 2 0 22 Jul 2024
Domain adaptive pose estimation via multi-level alignment Yugan Chen Lin Zhao Yalong Xu Honglei Zu Xiaoqi An Guangyu Li OOD 25 0 0 23 Apr 2024
Prior-guided Source-free Domain Adaptation for Human Pose Estimation Dripta S. Raychaudhuri Calvin-Khang Ta Arindam Dutta Rohit Lal A. Roy-Chowdhury TTA 3DH 20 15 0 26 Aug 2023
Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape Jiacong Xu Yi Zhang Jia-Xiong Peng Wufei Ma Artur Jesslen ... Jie Liu Yushan Xie Yawen Cui Alan Yuille Adam Kortylewski 3DH 40 20 0 22 Aug 2023
UniAP: Towards Universal Animal Perception in Vision via Few-shot Learning Meiqi Sun Zhonghan Zhao Wenhao Chai Hanjun Luo Shidong Cao Yanting Zhang Lei Li Gaoang Wang 27 7 0 19 Aug 2023
A Horse with no Labels: Self-Supervised Horse Pose Estimation from Unlabelled Images and Synthetic Prior José Sosa David C. Hogg SSL 26 2 0 07 Aug 2023
Source-free Domain Adaptive Human Pose Estimation Qucheng Peng Ce Zheng Cheng Chen 3DH TTA 38 23 0 06 Aug 2023
Of Mice and Pose: 2D Mouse Pose Estimation from Unlabelled Data and Synthetic Prior José Sosa Sharn Perry Jane Elizabeth Alty David C. Hogg 37 3 0 25 Jul 2023
Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks? Jinman Park Francois Barnard Saad Hossain Sirisha Rambhatla Paul Fieguth OOD 46 0 0 02 Jun 2023
SPAC-Net: Synthetic Pose-aware Animal ControlNet for Enhanced Pose Estimation Le Jiang Sarah Ostadabbas 24 6 0 29 May 2023
Overcoming the Trade-off Between Accuracy and Plausibility in 3D Hand Shape Reconstruction Ziwei Yu Chen Li Linlin Yang Xiaoxu Zheng Michael Bi Mi G. Lee Angela Yao 3DH 27 5 0 01 May 2023
Synthetic Data-based Detection of Zebras in Drone Imagery Elia Bonetto Aamir Ahmad 21 6 0 30 Apr 2023
Learning Articulated Shape with Keypoint Pseudo-labels from Web Images Anastasis Stathopoulos Georgios Pavlakos Ligong Han Dimitris N. Metaxas 41 8 0 27 Apr 2023
Towards Efficient Task-Driven Model Reprogramming with Foundation Models Shoukai Xu Jiangchao Yao Ran Luo Shuhai Zhang Zihao Lian Mingkui Tan Bo Han Yaowei Wang 26 6 0 05 Apr 2023
ScarceNet: Animal Pose Estimation with Scarce Annotations Chen Li G. Lee 30 16 0 27 Mar 2023
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection Junji Otsuka Masakazu Yoshimura Takeshi Ohashi 18 5 0 24 Mar 2023
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Ismail Nejjar Qin Wang Olga Fink 52 31 0 23 Mar 2023
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection Yuhe Ding Jian Liang Bo Jiang A. Zheng Ran He 3DPC 24 8 0 09 Feb 2023
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Lasse Hansen Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 29 13 0 22 Nov 2022
Progressive Transformation Learning for Leveraging Virtual Images in Training Yingzhe Shen Hyungtae Lee H. Kwon Shuvra S. Bhattacharyya 3DH 24 11 0 03 Nov 2022
Motion and Appearance Adaptation for Cross-Domain Motion Transfer Borun Xu Biao Wang Jinhong Deng Jiale Tao T. Ge Yuning Jiang Wen Li Lixin Duan 41 9 0 29 Sep 2022
Learning to Relight Portrait Images via a Virtual Light Stage and Synthetic-to-Real Adaptation Yu-Ying Yeh Koki Nagano S. Khamis Jan Kautz Xuan Li Ting-Chun Wang 3DH 27 59 0 21 Sep 2022
Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data Le Jiang Shuangjun Liu Xiangyun Bai Sarah Ostadabbas 25 11 0 30 Aug 2022
A Comprehensive Review of Digital Twin -- Part 1: Modeling and Twinning Enabling Technologies Adam Thelen Xiaoge Zhang Olga Fink Yan Lu Sayan Ghosh B. Youn Michael D. Todd S. Mahadevan Chao Hu Zhen Hu SyDa AI4CE 27 187 0 26 Aug 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation Hongbin Lin Yifan Zhang Zhen Qiu Shuaicheng Niu Chuang Gan Yanxia Liu Mingkui Tan CLL 20 37 0 22 Jul 2022
CLAMP: Prompt-based Contrastive Learning for Connecting Language and Animal Pose Xu Zhang Wen Wang Zhe Chen Yufei Xu Jing Zhang Dacheng Tao CLIP VLM 19 25 0 23 Jun 2022
Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding Xun Long Ng Kian Eng Ong Qichen Zheng Yun Ni S. Yeo Xiaozhong Liu VGen 21 81 0 18 Apr 2022
2D Human Pose Estimation: A Survey Haoming Chen Runyang Feng Sifan Wu Hao Xu F. Zhou Zhenguang Liu 3DH 25 55 0 15 Apr 2022
A Unified Framework for Domain Adaptive Pose Estimation Donghyun Kim Kaihong Wang Kate Saenko Margrit Betke Stan Sclaroff OOD 17 34 0 01 Apr 2022
Pseudo-Labeled Auto-Curriculum Learning for Semi-Supervised Keypoint Localization Can Wang Sheng Jin Yingda Guan Wentao Liu Chao Qian Ping Luo Wanli Ouyang 24 14 0 21 Jan 2022
Estimating Egocentric 3D Human Pose in the Wild with External Weak Supervision Jian Wang Lingjie Liu Weipeng Xu Kripasindhu Sarkar D. Luvizon Christian Theobalt EgoV 20 33 0 20 Jan 2022
Incremental Learning for Animal Pose Estimation using RBF k-DPP Gaurav Kumar Nayak Het Shah Anirban Chakraborty CLL 25 3 0 26 Oct 2021
Transfer Learning for Pose Estimation of Illustrated Characters Shuhong Chen Matthias Zwicker 3DH 19 16 0 04 Aug 2021
DynaDog+T: A Parametric Animal Model for Synthetic Canine Image Generation Jake Deane Sinéad Kearney K. Kim Darren Cosker MedIm 29 5 0 15 Jul 2021