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A survey of advances in vision-based human motion capture and analysis
This survey reviews advances in human motion capture and analysis from 2000 to 2006,
following a previous survey of papers up to 2000 [TB Moeslund, E. Granum, A survey of …
following a previous survey of papers up to 2000 [TB Moeslund, E. Granum, A survey of …
Vision-based human motion analysis: An overview
R Poppe - Computer vision and image understanding, 2007 - Elsevier
Markerless vision-based human motion analysis has the potential to provide an
inexpensive, non-obtrusive solution for the estimation of body poses. The significant …
inexpensive, non-obtrusive solution for the estimation of body poses. The significant …
End-to-end recovery of human shape and pose
Abstract We describe Human Mesh Recovery (HMR), an end-to-end framework for
reconstructing a full 3D mesh of a human body from a single RGB image. In contrast to most …
reconstructing a full 3D mesh of a human body from a single RGB image. In contrast to most …
Neural body fitting: Unifying deep learning and model based human pose and shape estimation
Direct prediction of 3D body pose and shape remains a challenge even for highly
parameterized deep learning models. Map** from the 2D image space to the prediction …
parameterized deep learning models. Map** from the 2D image space to the prediction …
Vnect: Real-time 3d human pose estimation with a single rgb camera
We present the first real-time method to capture the full global 3D skeletal pose of a human
in a stable, temporally consistent manner using a single RGB camera. Our method combines …
in a stable, temporally consistent manner using a single RGB camera. Our method combines …
Keep it SMPL: Automatic estimation of 3D human pose and shape from a single image
We describe the first method to automatically estimate the 3D pose of the human body as
well as its 3D shape from a single unconstrained image. We estimate a full 3D mesh and …
well as its 3D shape from a single unconstrained image. We estimate a full 3D mesh and …
Monocular 3d human pose estimation in the wild using improved cnn supervision
We propose a CNN-based approach for 3D human body pose estimation from single RGB
images that addresses the issue of limited generalizability of models trained solely on the …
images that addresses the issue of limited generalizability of models trained solely on the …
Video based reconstruction of 3d people models
This paper describes how to obtain accurate 3D body models and texture of arbitrary people
from a single, monocular video in which a person is moving. Based on a parametric body …
from a single, monocular video in which a person is moving. Based on a parametric body …
Ordinal depth supervision for 3d human pose estimation
Our ability to train end-to-end systems for 3D human pose estimation from single images is
currently constrained by the limited availability of 3D annotations for natural images. Most …
currently constrained by the limited availability of 3D annotations for natural images. Most …
Survey on emotional body gesture recognition
Automatic emotion recognition has become a trending research topic in the past decade.
While works based on facial expressions or speech abound, recognizing affect from body …
While works based on facial expressions or speech abound, recognizing affect from body …