Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop

21 July 2020

Andrew Fitzgibbon

Papers citing "Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop"

50 / 61 papers shown

Title
Model-based Metric 3D Shape and Motion Reconstruction of Wild Bottlenose Dolphins in Drone-Shot Videos Daniele Baieri Riccardo Cicciarella Michael Krützen Emanuele Rodolà Silvia Zuffi 43 0 0 22 Apr 2025
X as Supervision: Contending with Depth Ambiguity in Unsupervised Monocular 3D Pose Estimation Yuchen Yang Xuanyi Liu Xing Gao Zhihang Zhong X. Sun 71 0 0 20 Nov 2024
Towards Multi-Modal Animal Pose Estimation: A Survey and In-Depth Analysis Qianyi Deng Oishi Deb Amir Patel Christian Rupprecht Philip H. S. Torr Niki Trigoni Andrew Markham 33 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
CLHOP: Combined Audio-Video Learning for Horse 3D Pose and Shape Estimation Ci Li Elin Hernlund Hedvig Kjellström Silvia Zuffi 3DH 29 2 0 01 Jul 2024
Benchmarking Monocular 3D Dog Pose Estimation Using In-The-Wild Motion Capture Data Moira Shooter Charles Malleson Adrian Hilton 28 0 0 20 Jun 2024
MotionDreamer: Zero-Shot 3D Mesh Animation from Video Diffusion Models Lukas Uzolas E. Eisemann Petr Kellnhofer 42 1 0 30 May 2024
S3O: A Dual-Phase Approach for Reconstructing Dynamic Shape and Skeleton of Articulated Objects from Single Monocular Video Hao Zhang Fang Li Samyak Rawlekar Narendra Ahuja 34 5 0 21 May 2024
SMPLer: Taming Transformers for Monocular 3D Human Shape and Pose Estimation Xiangyu Xu Lijuan Liu Shuicheng Yan 32 10 0 23 Apr 2024
AWOL: Analysis WithOut synthesis using Language Silvia Zuffi Michael J. Black 38 2 0 03 Apr 2024
BAGS: Building Animatable Gaussian Splatting from a Monocular Video with Diffusion Priors Tingyang Zhang Qingzhe Gao Weiyu Li Libin Liu Baoquan Chen DiffM 3DGS VGen 24 10 0 18 Mar 2024
Learning Implicit Representation for Reconstructing Articulated Objects Hao Zhang Fang Li Samyak Rawlekar Narendra Ahuja 32 4 0 16 Jan 2024
Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering Youwang Kim Tae-Hyun Oh Gerard Pons-Moll DiffM 19 47 0 18 Dec 2023
DreaMo: Articulated 3D Reconstruction From A Single Casual Video Tao Tu Ming-feng Li C. Lin Yen-Chi Cheng Min Sun Ming-Hsuan Yang 26 4 0 05 Dec 2023
GART: Gaussian Articulated Template Models Jiahui Lei Yufu Wang Georgios Pavlakos Lingjie Liu Kostas Daniilidis 3DGS 28 73 0 27 Nov 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 32 20 0 22 Aug 2023
A Horse with no Labels: Self-Supervised Horse Pose Estimation from Unlabelled Images and Synthetic Prior José Sosa David C. Hogg SSL 21 2 0 07 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 29 3 0 25 Jul 2023
SPAC-Net: Synthetic Pose-aware Animal ControlNet for Enhanced Pose Estimation Le Jiang Sarah Ostadabbas 19 6 0 29 May 2023
MFT: Long-Term Tracking of Every Pixel Michal Neoral Jonas Serych Juan E. Sala Matas VOT 14 42 0 22 May 2023
Reconstructing Animatable Categories from Videos Gengshan Yang Chaoyang Wang Dinesh Reddy Narapureddy Deva Ramanan 28 37 0 10 May 2023
3D shape reconstruction of semi-transparent worms Thomas P. Ilett Omer Yuval T. Ranner N. Cohen David C. Hogg 14 1 0 28 Apr 2023
Learning Articulated Shape with Keypoint Pseudo-labels from Web Images Anastasis Stathopoulos Georgios Pavlakos Ligong Han Dimitris N. Metaxas 34 8 0 27 Apr 2023
MoDA: Modeling Deformable 3D Objects from Casual Videos Chaoyue Song Jiacheng Wei Tianyi Chen Yiwen Chen Chuan-Sheng Foo Fayao Liu Guo-Shing Lin 27 11 0 17 Apr 2023
Shape of You: Precise 3D shape estimations for diverse body types Rohan Sarkar Achal Dave Gérard Medioni Benjamin Biggs 3DH 31 3 0 14 Apr 2023
ScarceNet: Animal Pose Estimation with Scarce Annotations Chen Li G. Lee 22 16 0 27 Mar 2023
SAOR: Single-View Articulated Object Reconstruction Mehmet Aygun Oisin Mac Aodha 24 7 0 23 Mar 2023
Invertible Neural Skinning Yash Kant Aliaksandr Siarohin R. A. Guler Menglei Chai Jian Ren Sergey Tulyakov Igor Gilitschenski 3DH 22 2 0 18 Feb 2023
OpenApePose: a database of annotated ape photographs for pose estimation Nisarg P. Desai Praneet C Bala Rebecca Richardson J. Raper Jan Zimmermann Benjamin Hayden 3DH 13 10 0 30 Nov 2022
CASA: Category-agnostic Skeletal Animal Reconstruction Yuefan Wu Ze-Yin Chen Shao-Wei Liu Zhongzheng Ren Shenlong Wang 17 29 0 04 Nov 2022
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction Edith Tretschk Navami Kairanda R. MallikarjunB. Rishabh Dabral Adam Kortylewski Bernhard Egger Marc Habermann Pascal Fua Christian Theobalt Vladislav Golyanik 3DH 20 36 0 27 Oct 2022
Monocular Dynamic View Synthesis: A Reality Check Han Gao Ruilong Li Shubham Tulsiani Bryan C. Russell Angjoo Kanazawa 25 111 0 24 Oct 2022
Video-based estimation of pain indicators in dogs Hongyi Zhu Y. Salgirli P. Can Durmucs Atilgan A. A. Salah 30 3 0 27 Sep 2022
Demystifying Unsupervised Semantic Correspondence Estimation Mehmet Aygun Oisin Mac Aodha 24 9 0 11 Jul 2022
Learning-based Monocular 3D Reconstruction of Birds: A Contemporary Survey S. M. Marvasti-Zadeh M. N. Jahromi Javad Khaghanix D. Goodsman Nilanjan Ray Nadir Erbilgin 28 1 0 10 Jul 2022
Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States Sofia Broomé Marcelo Feighelstein Anna Zamansky Gabriel Carreira Lencioni P. Andersen Francisca Pessanha M. Mahmoud Hedvig Kjellström A. A. Salah 33 11 0 16 Jun 2022
CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes Youwang Kim Ji-Yeon Kim Tae-Hyun Oh 3DH CLIP 28 48 0 09 Jun 2022
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping Jilan Xu Junlin Hou Yuejie Zhang Rui Feng Ruiwei Zhao Tao Zhang Xuequan Lu Shang Gao WSOL 37 37 0 27 May 2022
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective Zhedong Zheng Jiayin Zhu Wei Ji Yi Yang Tat-Seng Chua 3DH 25 6 0 27 Apr 2022
BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information Nadine Rueegg Silvia Zuffi Konrad Schindler Michael J. Black 19 40 0 29 Mar 2022
Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals Simon Vandenhende D. Mahajan Filip Radenovic Deepti Ghadiyaram 22 30 0 24 Mar 2022
SuperAnimal pretrained pose estimation models for behavioral analysis Shaokai Ye Anastasiia Filippova Jessy Lauer Steffen Schneider Maxime Vidal Tian Qiu Alexander Mathis Mackenzie W. Mathis 31 26 0 14 Mar 2022
Artemis: Articulated Neural Pets with Appearance and Motion synthesis Haimin Luo Teng Xu Yuheng Jiang Chenglin Zhou Qiwei Qiu Yingliang Zhang Wei Yang Lan Xu Jingyi Yu 3DH 22 11 0 11 Feb 2022
BANMo: Building Animatable 3D Neural Models from Many Casual Videos Gengshan Yang Minh Vo Natalia Neverova Deva Ramanan Andrea Vedaldi Hanbyul Joo 3DH 121 184 0 23 Dec 2021
Coarse-to-fine Animal Pose and Shape Estimation Chen Li G. Lee 3DH 16 13 0 16 Nov 2021
Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise Youwang Kim Ji-Yeon Kim Kyungdon Joo Tae-Hyun Oh 3DH 21 5 0 03 Nov 2021
Seeing biodiversity: perspectives in machine learning for wildlife conservation D. Tuia B. Kellenberger Sara Beery Blair R. Costelloe Silvia Zuffi ... I. Couzin Grant Van Horn M. Crofoot Chuck Stewart T. Berger-Wolf 28 392 0 25 Oct 2021
Weakly Supervised Keypoint Discovery Serim Ryou Pietro Perona 19 7 0 28 Sep 2021
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension Roman Shapovalov David Novotny Benjamin Graham Patrick Labatut Andrea Vedaldi 3DH 23 9 0 31 Aug 2021
SyDog: A Synthetic Dog Dataset for Improved 2D Pose Estimation Moira Shooter Charles Malleson A. Hilton 15 14 0 31 Jul 2021