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Pose Estimation

147 papers with code · Computer Vision

Pose Estimation is a general problem in Computer Vision where we detect the position and orientation of an object.

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Latest papers with code

Learnable Triangulation of Human Pose

14 May 2019karfly/learnable-triangulation-pytorch

We present two novel solutions for multi-view 3D human pose estimation based on new learnable triangulation methods that combine 3D information from multiple 2D views.

3D HUMAN POSE ESTIMATION

51
14 May 2019

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

7 May 2019Guanghan/lighttrack

To the best of our knowledge, this is the first paper to propose an online human pose tracking framework in a top-down fashion.

POSE ESTIMATION POSE TRACKING VISUAL OBJECT TRACKING

246
07 May 2019

Generalizing Monocular 3D Human Pose Estimation in the Wild

11 Apr 2019llcshappy/Monocular-3D-Human-Pose

We observe that recent innovation in this area mainly focuses on new techniques that explicitly address the generalization issue when using this dataset, because this database is constructed in a highly controlled environment with limited human subjects and background variations.

3D HUMAN POSE ESTIMATION 3D POSE ESTIMATION

37
11 Apr 2019

Absolute Human Pose Estimation with Depth Prediction Network

11 Apr 2019vegesm/depthpose

Unlike previous methods, our network works in a single step without any post-processing.

3D HUMAN POSE ESTIMATION DEPTH ESTIMATION

5
11 Apr 2019

High-Resolution Representations for Labeling Pixels and Regions

9 Apr 2019Microsoft/human-pose-estimation.pytorch

The proposed approach achieves superior results to existing single-model networks on COCO object detection.

FACIAL LANDMARK DETECTION OBJECT DETECTION POSE ESTIMATION REPRESENTATION LEARNING SEMANTIC SEGMENTATION

1,192
09 Apr 2019

Live Reconstruction of Large-Scale Dynamic Outdoor Worlds

15 Mar 2019omiksik/dfusion

For each time step, our dynamic map maintains a relative pose of each volume with respect to the stationary background.

3D RECONSTRUCTION POSE ESTIMATION

3
15 Mar 2019

PifPaf: Composite Fields for Human Pose Estimation

CVPR 2019 vita-epfl/openpifpaf

We propose a new bottom-up method for multi-person 2D human pose estimation that is particularly well suited for urban mobility such as self-driving cars and delivery robots.

#2 best model for Keypoint Detection on COCO (Test AP metric)

KEYPOINT DETECTION SELF-DRIVING CARS

205
15 Mar 2019

Reparameterizing Distributions on Lie Groups

7 Mar 2019pimdh/relie

Unfortunately, this research has primarily focused on distributions defined in Euclidean space, ruling out the usage of one of the most influential class of spaces with non-trivial topologies: Lie groups.

POSE ESTIMATION

8
07 Mar 2019

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry

CVPR 2019 mkocabas/EpipolarPose

Training accurate 3D human pose estimators requires large amount of 3D ground-truth data which is costly to collect.

3D HUMAN POSE ESTIMATION

208
06 Mar 2019