Human pose estimation from monocular images: A comprehensive survey
Human pose estimation refers to the estimation of the location of body parts and how they
are connected in an image. Human pose estimation from monocular images has wide …
are connected in an image. Human pose estimation from monocular images has wide …
Unite the people: Closing the loop between 3d and 2d human representations
Abstract 3D models provide a common ground for different representations of human
bodies. In turn, robust 2D estimation has proven to be a powerful tool to obtain 3D fits" in-the …
bodies. In turn, robust 2D estimation has proven to be a powerful tool to obtain 3D fits" in-the …
Pose-based human activity recognition: a review
This paper serves as a survey and empirical evaluation of the state-of-the-art in activity
recognition methods using still RGB images and/or videos. Understanding human activities …
recognition methods using still RGB images and/or videos. Understanding human activities …
A survey on yogic posture recognition
Yoga has been a great form of physical activity and one of the promising applications in
personal health care. Several studies prove that yoga is used as one of the physical …
personal health care. Several studies prove that yoga is used as one of the physical …
Tensor-based human body modeling
In this paper, we present a novel approach to model 3D human body with variations on both
human shape and pose, by exploring a tensor decomposition technique. 3D human body …
human shape and pose, by exploring a tensor decomposition technique. 3D human body …
Lie bodies: A manifold representation of 3D human shape
Three-dimensional object shape is commonly represented in terms of deformations of a
triangular mesh from an exemplar shape. Existing models, however, are based on a …
triangular mesh from an exemplar shape. Existing models, however, are based on a …
From pictorial structures to deformable structures
Pictorial Structures (PS) define a probabilistic model of 2D articulated objects in images.
Typical PS models assume an object can be represented by a set of rigid parts connected …
Typical PS models assume an object can be represented by a set of rigid parts connected …
Estimating human pose with flowing puppets
We address the problem of upper-body human pose estimation in uncontrolled monocular
video sequences, without manual initialization. Most current methods focus on isolated …
video sequences, without manual initialization. Most current methods focus on isolated …
A 2D human body model dressed in eigen clothing
Detection, tracking, segmentation and pose estimation of people in monocular images are
widely studied. Two-dimensional models of the human body are extensively used, however …
widely studied. Two-dimensional models of the human body are extensively used, however …
[PDF][PDF] A Survey on Deep Learning-Based 2D Human Pose Estimation Models.
In this article, a comprehensive survey of deep learning-based (DL-based) human pose
estimation (HPE) that can help researchers in the domain of computer vision is presented …
estimation (HPE) that can help researchers in the domain of computer vision is presented …