2021
Skinned multi-infant linear body model
Hesse, N., Pujades, S., Romero, J., Black, M.
(US Patent 11,127,163, 2021), September 2021 (patent)
2020
Machine learning systems and methods of estimating body shape from images
Black, M., Rachlin, E., Heron, N., Loper, M., Weiss, A., Hu, K., Hinkle, T., Kristiansen, M.
(US Patent 10,679,046), June 2020 (patent)
Machine learning systems and methods for augmenting images
Black, M., Rachlin, E., Lee, E., Heron, N., Loper, M., Weiss, A., Smith, D.
(US Patent 10,529,137 B1), January 2020 (patent)
2019
Method for providing a three dimensional body model
Loper, M., Mahmood, N., Black, M.
September 2019, U.S.~Patent 10,417,818 (patent)
2018
Co-Registration – Simultaneous Alignment and Modeling of Articulated 3D Shapes
Black, M., Hirshberg, D., Loper, M., Rachlin, E., Weiss, A.
February 2018, U.S.~Patent 9,898,848 (patent)
2017
Crowdshaping Realistic 3D Avatars with Words
Streuber, S., Ramirez, M. Q., Black, M., Zuffi, S., O’Toole, A., Hill, M. Q., Hahn, C. A.
August 2017, Application PCT/EP2017/051954 (patent)
Decentralized Simultaneous Multi-target Exploration using a Connected Network of Multiple Robots
Nestmeyer, T., Robuffo Giordano, P., Bülthoff, H. H., Franchi, A.
In pages: 989-1011, Autonomous Robots, 2017 (incollection)
2016
Skinned multi-person linear model
Black, M., Loper, M., Mahmood, N., Pons-Moll, G., Romero, J.
December 2016, Application PCT/EP2016/064610 (patent)
2014
Advanced Structured Prediction
Nowozin, S., Gehler, P. V., Jancsary, J., Lampert, C. H.
Advanced Structured Prediction, pages: 432, Neural Information Processing Series, MIT Press, November 2014 (book)
Simulated Annealing
2013
Human Pose Calculation from Optical Flow Data
Class-Specific Hough Forests for Object Detection
Gall, J., Lempitsky, V.
In Decision Forests for Computer Vision and Medical Image Analysis, pages: 143-157, 11, (Editors: Criminisi, A. and Shotton, J.), Springer, 2013 (incollection)
2012
An Introduction to Random Forests for Multi-class Object Detection
Gall, J., Razavi, N., van Gool, L.
In Outdoor and Large-Scale Real-World Scene Analysis, 7474, pages: 243-263, LNCS, (Editors: Dellaert, Frank and Frahm, Jan-Michael and Pollefeys, Marc and Rosenhahn, Bodo and Leal-Taix’e, Laura), Springer, 2012 (incollection)
Consumer Depth Cameras for Computer Vision - Research Topics and Applications
Fossati, A., Gall, J., Grabner, H., Ren, X., Konolige, K.
Advances in Computer Vision and Pattern Recognition, Springer, 2012 (book)
Home 3D body scans from noisy image and range data
Weiss, A., Hirshberg, D., Black, M. J.
In Consumer Depth Cameras for Computer Vision: Research Topics and Applications, pages: 99-118, 6, (Editors: Andrea Fossati and Juergen Gall and Helmut Grabner and Xiaofeng Ren and Kurt Konolige), Springer-Verlag, 2012 (incollection)
2011
Steerable random fields for image restoration and inpainting
Roth, S., Black, M. J.
In Markov Random Fields for Vision and Image Processing, pages: 377-387, (Editors: Blake, A. and Kohli, P. and Rother, C.), MIT Press, 2011 (incollection)
Benchmark datasets for pose estimation and tracking
Andriluka, M., Sigal, L., Black, M. J.
In Visual Analysis of Humans: Looking at People, pages: 253-274, (Editors: Moesland and Hilton and Kr"uger and Sigal), Springer-Verlag, London, 2011 (incollection)