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Our Publications
Other selected publications by Meshcapade scientists
Naureen Mahmood
CVPR 2017
Learning from synthetic humans
G. Varol, J. Romero, X. Martin, N. Mahmood, M.J. Black, I. Laptev, C. Schmid
ACM transactions on graphics (TOG) 34 (6), 1-16, 2015
SMPL: A skinned multi-person linear model
M. Loper, N. Mahmood, J. Romero, G. Pons-Moll, M.J. Black
ACM Transactions on Graphics (TOG) 34 (4), 1-14, 2015
Dyna: A model of dynamic human shape in motion
G. Pons-Moll, J. Romero, N. Mahmood, M.J. Black
ACM Transactions on Graphics (TOG) 33 (6), 1-13, 2014
MoSh: Motion and shape capture from sparse markers
M. Loper, N. Mahmood, M.J. Black
Muhammed Kocabas
CVPR 2023
ARCTIC: A dataset for dexterous bimanual hand-object manipulation
Z. Fan, O. Taheri, D. Tzionas, M. Kocabas, M. Kaufmann, M.J. Black, O. Hilliges
CVPR 2021
SPEC: Seeing people in the wild with an estimated camera
M. Kocabas, C.H.P. Huang, J. Tesch, L. Müller, O. Hilliges, M.J. Black
CVPR 2021
PARE: Part attention regressor for 3D human body estimation
M. Kocabas, C.H.P. Huang, O. Hilliges, M.J. Black
CVPR 2020
VIBE: Video inference for human body pose and shape estimation
M. Kocabas, N. Athanasiou, M.J. Black
Yu Sun
CVPR 2023
TRACE: 5D temporal regression of avatars with dynamic cameras in 3D environments
Y. Sun, Q. Bao, W. Liu, T. Mei, M.J. Black
CVPR 2022
Putting people in their place: Monocular regression of 3D people in depth
Y. Sun, W. Liu, Q. Bao, Y. Fu, T. Mei, M.J. Black
CVPR 2021
Monocular, one-stage, regression of multiple 3D people
Y. Sun, Q. Bao, W. Liu, Y. Fu, M.J. Black, T. Mei
Yan Zhang
CVPR 2021
LEAP: Learning articulated occupancy of people
M. Mihajlovic, Y. Zhang, M.J. Black, S. Tang
CVPR 2020
Generating 3D people in scenes without people
Y. Zhang, M. Hassan, H. Neumann, M.J. Black, S. Tang
Yao Feng
ICLR 2024
Ghost on the shell: An expressive representation of general 3D shapes
Z. Liu, Y. Feng, Y. Xiu, W. Liu, L. Paull, M.J. Black, B. Schölkopf
CVPR 2024
MonoHair: High-fidelity hair modeling from a monocular video
K. Wu, L. Yang, Z. Kuang, Y. Feng, X. Han, Y. Shen, H. Fu, K. Zhou, Y. Zheng
ICLR 2024
Parameter-efficient orthogonal finetuning via butterfly factorization
W. Liu, Z. Qiu, Y. Feng, Y. Xiu, Y. Xue, L. Yu, H. Feng, Z. Liu, J. Heo, S. Peng
ICLR 2023 (Spotlight)
MeshDiffusion: Score-based generative 3D mesh modeling
Z. Liu, Y. Feng, M.J. Black, D. Nowrouzezahrai, L. Paull, W. Liu
SIGGRAPH Asia 2022
Capturing and animation of body and clothing from monocular video
Y. Feng, J. Yang, M. Pollefeys, M.J. Black, T. Bolkart
3DV 2021
Collaborative regression of expressive bodies using moderation
Y. Feng, V. Choutas, T. Bolkart, D. Tzionas, M.J. Black
SIGGRAPH 2021
Learning an animatable detailed 3D face model from in-the-wild images
Y. Feng, H. Feng, M.J. Black, T. Bolkart
Radu Alexandru Rosu
CVPR 2023
PermutoSDF: Fast multi-view reconstruction with implicit surfaces using permutohedral lattices
R.A. Rosu, S. Behnke
ECCV 2022
Neural strands: Learning hair geometry and appearance from multi-view images
R.A. Rosu, S. Saito, Z. Wang, C. Wu, S. Behnke, G. Nam
Nitin Saini
IEEE Robotics and Automation Letters, 8(6):3206-3213, 2023
SmartMocap: Joint estimation of human and camera motion using uncalibrated RGB cameras
N. Saini, C.P. Huang, M.J. Black, A. Ahmad
IEEE Robotics and Automation Letters, 7(2):4805-4812, IEEE, April 2022
AirPose: Multi-view fusion network for aerial 3D human pose and shape estimation
N. Saini, E. Bonetto, E. Price, A. Ahmad, M.J. Black
IEEE Robotics and Automation Letters, 7(2):4805-4812, IEEE, April 2022
AirCapRL: Autonomous aerial human motion capture using deep reinforcement learning
R. Tallamraju, N. Saini, E. Bonetto, M. Pabst, Y. T Liu, M. J. Black, A. Ahmad
ICCV 2019
Markerless outdoor human motion capture using multiple autonomous micro aerial vehicles
N. Saini, E. Price, R. Tallamraju, R. Enficiaud, R. Ludwig, I. Martinović, A. Ahmad, M.J. Black
Priyanka Patel
CVPR 2023 (Highlight Paper)
BEDLAM: A synthetic dataset of bodies exhibiting detailed lifelike animated motion
M.J. Black, P. Patel, J. Tesch, J. Yang
CVPR 2021
AGORA: Avatars in geography optimized for regression analysis
P. Patel, C.P. Huang, J. Tesch, D.T. Hoffmann, S. Tripathi, M.J. Black
Maria Korosteleva
ECCV 2024
GarmentCodeData: A dataset of 3D made-to-measure garments with sewing patterns
M. Korosteleva, T.L. Kesdogan, F. Kemper, S. Wenninger, J. Koller, Y. Zhang, M. Botsch, O. Sorkine-Hornung
SIGGRAPH Asia 2023
GarmentCode: Programming parametric sewing patterns
M. Korosteleva, O. Sorkine-Hornung
SIGGRAPH 2022
NeuralTailor: Reconstructing sewing pattern structures from 3D point clouds of garments
M. Korosteleva, S.H. Lee
Computer Graphics Forum 2021
Estimating garment patterns from static scan data
S. Bang, M. Korosteleva, S.H. Lee
Michael J. Black
CVPR 2024
WHAM: Reconstructing world-grounded humans with accurate 3D motion
S. Shin, J. Kim, E. Halilaj, M.J. Black
CVPR 2022
ICON: Implicit clothed humans obtained from normals
Y. Xiu, J. Yang, D. Tzionas, M.J. Black
ECCV 2022
TEMOS: Generating diverse human motions from textual descriptions
Y. Xiu, J. Yang, D. Tzionas, M.J. Black
CVPR 2021
Action-conditioned 3D human motion synthesis with transformer vae
M. Petrovich, M.J. Black, G. Varol
ICCV 2019
Learning to reconstruct 3D human pose and shape via model-fitting in the loop
N. Kolotouros, G. Pavlakos, M.J. Black, K. Daniilidis
CVPR 2019
Expressive body capture: 3D hands, face, and body from a single image
G. Pavlakos, V. Choutas, N. Ghorbani, T. Bolkart, A.A.A. Osman, D. Tzionas, M.J. Black
CVPR 2018
End-to-end recovery of human shape and pose
A. Kanazawa, M.J. Black, D.W. Jacobs, J. Malik
ECCV 2018
Recovering accurate 3D human pose in the wild using IMUs and a moving camera
T. von Marcard, R. Henschel, M.J. Black, B. Rosenhahn, G. Pons-Moll
ACM Trans. Graph. 36 (6), 194:1-194:17, 2017
Learning a model of facial shape and expression from 4D scans
T. Li, T. Bolkart, M.J. Black, H. Li, J. Romero
ACM Transactions on Graphics, (Proc. SIGGRAPH Asia), 36(6):245:1-245:17, 245:1–245:17, ACM, November 2017
Embodied hands: Modeling and capturing hands and bodies together
J. Romero, D. Tzionas, M.J. Black
ECCV 2016
Keep it SMPL: Automatic estimation of 3D human pose and shape from a single image
F. Bogo, A. Kanazawa, C. Lassner, P. Gehler, J. Romero, M.J. Black
CVPR 2007
Detailed human shape and pose from images
A.O. Balan, L. Sigal, M.J. Black, J.E. Davis, H.W. Haussecker
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