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Matthias Grundmann
Matthias Grundmann
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Mediapipe: A framework for building perception pipelines
C Lugaresi, J Tang, H Nash, C McClanahan, E Uboweja, M Hays, ...
arXiv preprint arXiv:1906.08172, 2019
12072019
Efficient hierarchical graph-based video segmentation
M Grundmann, V Kwatra, M Han, I Essa
2010 ieee computer society conference on computer vision and pattern …, 2010
9722010
Mediapipe hands: On-device real-time hand tracking
F Zhang, V Bazarevsky, A Vakunov, A Tkachenka, G Sung, CL Chang, ...
arXiv preprint arXiv:2006.10214, 2020
9252020
BlazePose: On-device Real-time Body Pose tracking
V Bazarevsky
arXiv preprint arXiv:2006.10204, 2020
7632020
Auto-directed video stabilization with robust l1 optimal camera paths
M Grundmann, V Kwatra, I Essa
CVPR 2011, 225-232, 2011
4982011
Blazeface: Sub-millisecond neural face detection on mobile gpus
V Bazarevsky, Y Kartynnik, A Vakunov, K Raveendran, M Grundmann
arXiv preprint arXiv:1907.05047, 2019
4092019
Real-time facial surface geometry from monocular video on mobile GPUs
Y Kartynnik, A Ablavatski, I Grishchenko, M Grundmann
arXiv preprint arXiv:1907.06724, 2019
3252019
Mediapipe: A framework for perceiving and processing reality
C Lugaresi, J Tang, H Nash, C McClanahan, E Uboweja, M Hays, ...
Third workshop on computer vision for AR/VR at IEEE computer vision and …, 2019
3092019
Calibration-free rolling shutter removal
M Grundmann, V Kwatra, D Castro, I Essa
2012 IEEE international conference on computational photography (ICCP), 1-8, 2012
2282012
Objectron: A large scale dataset of object-centric videos in the wild with pose annotations
A Ahmadyan, L Zhang, A Ablavatski, J Wei, M Grundmann
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
2062021
Discontinuous seam-carving for video retargeting
M Grundmann, V Kwatra, M Han, I Essa
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
1572010
Motion fields to predict play evolution in dynamic sport scenes
K Kim, M Grundmann, A Shamir, I Matthews, J Hodgins, I Essa
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
1232010
On-device neural net inference with mobile gpus
J Lee, N Chirkov, E Ignasheva, Y Pisarchyk, M Shieh, F Riccardi, ...
arXiv preprint arXiv:1907.01989, 2019
1172019
Methods and systems for processing a video for stabilization and retargeting
V Kwatra, M Grundmann
US Patent 8,531,535, 2013
1152013
Attention mesh: High-fidelity face mesh prediction in real-time
I Grishchenko, A Ablavatski, Y Kartynnik, K Raveendran, M Grundmann
arXiv preprint arXiv:2006.10962, 2020
1012020
3D shape context and distance transform for action recognition
M Grundmann, F Meier, I Essa
2008 19th International Conference on Pattern Recognition, 1-4, 2008
972008
Blazepose: On-device real-time body pose tracking. arXiv 2020
V Bazarevsky, I Grishchenko, K Raveendran, T Zhu, F Zhang, ...
arXiv preprint arXiv:2006.10204, 2006
882006
Weakly supervised learning of object segmentations from web-scale video
G Hartmann, M Grundmann, J Hoffman, D Tsai, V Kwatra, O Madani, ...
Computer Vision–ECCV 2012. Workshops and Demonstrations: Florence, Italy …, 2012
832012
Cascaded camera motion estimation, rolling shutter detection, and camera shake detection for video stabilization
M Grundmann, V Kwatra, I Essa
US Patent 9,374,532, 2016
812016
Mediapipe hands: On-device real-time hand tracking. arXiv 2020
F Zhang, V Bazarevsky, A Vakunov, A Tkachenka, G Sung, CL Chang, ...
arXiv preprint arXiv:2006.10214, 2020
672020
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