Cascaded hand pose regression

X Sun, Y Wei, S Liang, X Tang… - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
… We present a novel cascaded pose regression approach for 3D articulated objects. It provides
a new feature parameterization for better 3D invariance and a hierarchical principle that …

Cascaded pose regression

P Dollár, P Welinder, P Perona - 2010 IEEE computer society …, 2010 - ieeexplore.ieee.org
… We present a fast and accurate algorithm for computing the 2D pose of objects in images
called cascaded pose regression (CPR). CPR progressively refines a loosely specified initial …

Pose guided structured region ensemble network for cascaded hand pose estimation

X Chen, G Wang, H Guo, C Zhang - Neurocomputing, 2020 - Elsevier
… the refined hand pose. The final hand pose is obtained by an iterative cascaded method.
Comprehensive experiments on public hand pose datasets demonstrate that our proposed …

Recurrent 3D hand pose estimation using cascaded pose-guided 3D alignments

X Deng, D Zuo, Y Zhang, Z Cui, J Cheng… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
… multiple palm stages to refine the hand pose. In each recurrent iteration, … hand joints by
iterative pose regression and cascaded pose-guided 3D alignment, and we adopt the hand pose

Dense 3d regression for hand pose estimation

C Wan, T Probst, L Van Gool… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
… ambiguities caused by the selfocclusion common in hand poses. At the core of the problem
… pixel-wise detection and dense regression method for hand pose estimation. Our proposed …

Hand pose regression via a classification-guided approach

H Yang, J Zhang - Asian Conference on Computer Vision, 2016 - Springer
hand pose regression model can be used as the regressor module in our framework and
further improve the pose … In this paper, we use holistic regression algorithm as our hand pose

Pose recognition with cascade transformers

K Li, S Wang, X Zhang, Y Xu… - Proceedings of the …, 2021 - openaccess.thecvf.com
… In this paper, we have presented Pose Regression TRansformer (PRTR), a new design for
regression-based multiperson pose recognition method based on the Transformer structure […

Cascaded 3d full-body pose regression from single depth image at 100 fps

S Xia, Z Zhang, L Su - 2018 IEEE Conference on Virtual Reality …, 2018 - ieeexplore.ieee.org
… information and the joint position. Inspired by the cascaded hand pose regression method
[22] and feature points regression of human face [6], in this paper, we assume that the more …

Mask-pose cascaded cnn for 2d hand pose estimation from single color image

Y Wang, C Peng, Y Liu - … on Circuits and Systems for Video …, 2018 - ieeexplore.ieee.org
… Essentially, segmentation and pose estimation is inherently a chicken-and-egg problem.
To … of hand pose detection from in-the-wild color images, we propose a cascaded mask-pose

Coupled cascade regression for simultaneous facial landmark detection and head pose estimation

C Gou, Y Wu, FY Wang, Q Ji - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… the general cascade regression framework. One of most widely used models is liner regression
… In this work, we use linear model in general cascade regression framework for landmark …