Optimizing Hand Region Detection in MediaPipe Holistic Full-Body Pose Estimation to Improve Accuracy and Avoid Downstream Errors

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Blazepose: On-device real-time body pose tracking
Original
Valentin Bazarevsky, Ivan Grishchenko, Karthik Raveendran, Tyler Zhu, Fan Zhang, and Matthias Grundmann. 2020 · 2006
Earlier work this paper cites.
Articulated people detection and pose estimation: Reshaping the future
Leonid Pishchulin, Arjun Jain, Mykhaylo Andriluka, Thorsten Thorm ä hlen, and Bernt Schiele. 2012 · 2012
Earlier work this paper cites.
Hand keypoint detection in single images using multiview bootstrapping
Tomas Simon, Hanbyul Joo, Iain Matthews, and Yaser Sheikh. 2017 · 2017
Earlier work this paper cites.

Densepose: Dense human pose estimation in the wild
Rıza Alp Güler, Natalia Neverova, and Iasonas Kokkinos. 2018 · 2018
Cited alongside, same era.
OpenPose: Realtime multi-person 2D pose estimation using part affinity fields
Z. Cao, G. Hidalgo Martinez, T. Simon, S. Wei, and Y. A. Sheikh. 2019 · 2019
Cited alongside, same era.
Mediapipe holistic
Ivan Grishchenko and Valentin Bazarevsky. 2020 · 2020
Cited alongside, same era.

Evaluating the immediate applicability of pose estimation for sign language recognition
Amit Moryossef, Ioannis Tsochantaridis, Joe Dinn, Necati Cihan Camgoz, Richard Bowden, Tao Jiang, Annette Rios, Mathias Müller, and Sarah Ebling. 2021 · 2021
Later among the works it cites.
Kan: Kolmogorov-arnold networks
Original
Ziming Liu, Yixuan Wang, Sachin Vaidya, Fabian Ruehle, James Halverson, Marin Soljačić, Thomas Y. Hou, and Max Tegmark. 2024 · 2024
Closest in time.
The bitter lesson
Richard S. Sutton. 2019 · 2024
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