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In this paper, we studied the problem of localizing a generic set of keypoints across multiple quadruped or four-legged animal species from images.
Labelme: A database and web-based tool for image annotation
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Does human action recognition benefit from pose estimation?”
Angela Yao, Juergen Gall, Gabriele Fanelli, and Luc Van Gool · 2011
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Human pose estimation and activity recognition from multi-view videos: Comparative explorations of recent developments
Michael B Holte, Cuong Tran, Mohan M Trivedi, and Thomas B Moeslund · 2012
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2d human pose estimation: New benchmark and state of the art analysis
Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler, and Bernt Schiele · 2014
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Human and sheep facial landmarks localisation by triplet interpolated features
Heng Yang, Renqiao Zhang, and Peter Robinson · 2016
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Maheen Rashid, Xiuye Gu, and Yong Jae Lee · 2017
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Unsupervised learning of object landmarks by factorized spatial embeddings
James Thewlis, Hakan Bilen, and Andrea Vedaldi · 2017
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3d menagerie: Modeling the 3d shape and pose of animals
Silvia Zuffi, Angjoo Kanazawa, David W Jacobs, and Michael J Black · 2017
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2d/3d pose estimation and action recognition using multitask deep learning
Diogo C Luvizon, David Picard, and Hedi Tabia · 2018
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Dense pose transfer
Natalia Neverova, Riza Alp Guler, and Iasonas Kokkinos · 2018
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Neural body fitting: Unifying deep learning and model based human pose and shape estimation
Mohamed Omran, Christoph Lassner, Gerard Pons-Moll, Peter Gehler, and Bernt Schiele · 2018
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Zero-shot learning—a comprehensive evaluation of the good, the bad and the ugly
Yongqin Xian, Christoph H Lampert, Bernt Schiele, and Zeynep Akata · 2018
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Simple baselines for human pose estimation and tracking
Bin Xiao, Haiping Wu, and Yichen Wei · 2018
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Mihai Zanfir, Alin-Ionut Popa, Andrei Zanfir, and Cristian Sminchisescu · 2018
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Unsupervised discovery of object landmarks as structural representations
Yuting Zhang, Yijie Guo, Yixin Jin, Yijun Luo, Zhiyuan He, and Honglak Lee · 2018
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Cross-domain adaptation for animal pose estimation
Jinkun Cao, Hongyang Tang, Hao-Shu Fang, Xiaoyong Shen, Cewu Lu, and Yu-Wing Tai · 2019
Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang · 2019
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Goodpoint: unsupervised learning of keypoint detection and description
Anatoly Belikov and Alexey Potapov · 2020
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Vibe: Video inference for human body pose and shape estimation
Muhammed Kocabas, Nikos Athanasiou, and Michael J Black · 2020
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Macaquepose: A novel “in the wild” macaque monkey pose dataset for markerless motion capture
Rollyn Labuguen, Jumpei Matsumoto, Salvador Blanco Negrete, Hiroshi Nishimaru, Hisao Nishijo, Masahiko Takada, Yasuhiro Go, Ken-ichi Inoue, and Tomohiro Shibata · 2020
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Deep learning tools for the measurement of animal behavior in neuroscience
Mackenzie Weygandt Mathis and Alexander Mathis · 2020
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Cross-domain adaptation for animal pose estimation
Jinkun Cao, Hongyang Tang, Hao-Shu Fang, Xiaoyong Shen, Cewu Lu, and Yu-Wing Tai · 2019
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Fast and robust animal pose estimation
Jacob M Graving, Daniel Chae, Hemal Naik, Liang Li, Benjamin Koger, Blair R Costelloe, and Iain D Couzin · 2019
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Atrw: a benchmark for amur tiger re-identification in the wild
Shuyuan Li, Jianguo Li, Hanlin Tang, Rui Qian, and Weiyao Lin · 2019
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Long-term tracking of group-housed livestock using keypoint detection and map estimation for individual animal identification
Eric T Psota, Ty Schmidt, Benny Mote, and Lance C Pérez · 2020
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Anisotropic angle distribution learning for head pose estimation and attention understanding in human-computer interaction
Hai Liu, Hanwen Nie, Zhaoli Zhang, and You-Fu Li · 2021
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Pretraining boosts out-of-domain robustness for pose estimation
Alexander Mathis, Thomas Biasi, Steffen Schneider, Mert Yuksekgonul, Byron Rogers, Matthias Bethge, and Mackenzie W Mathis · 2021
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Part segmentation of unseen objects using keypoint guidance
Shujon Naha, Qingyang Xiao, Prianka Banik, Md. Alimoor Reza, and David J. Crandall · 2021
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