Histogram of oriented gradient-based fusion of features for human action recognition in action video sequences

CI Patel, D Labana, S Pandya, K Modi, H Ghayvat… - Sensors, 2020 - mdpi.com
Human Action Recognition (HAR) is the classification of an action performed by a human.
The goal of this study was to recognize human actions in action video sequences. We …

Recognizing human actions by learning and matching shape-motion prototype trees

Z Jiang, Z Lin, L Davis - IEEE Transactions on Pattern Analysis …, 2012 - ieeexplore.ieee.org
A shape-motion prototype-based approach is introduced for action recognition. The
approach represents an action as a sequence of prototypes for efficient and flexible action …

[PDF][PDF] 基于视觉的人体动作识别综述

胡琼, 秦磊, 黄庆明 - 计算机学报, 2013 - academia.edu
摘要基于视觉的人体动作识别是图像处理, 计算机视觉, 模式识别, 机器学习,
人工智能等多个学科的交叉研究课题, 在视频监控, 视频检索, 人机交互, 虚拟现实 …

Coupled action recognition and pose estimation from multiple views

A Yao, J Gall, L Van Gool - International journal of computer vision, 2012 - Springer
Action recognition and pose estimation are two closely related topics in understanding
human body movements; information from one task can be leveraged to assist the other, yet …

Machine vision-based human action recognition using spatio-temporal motion features (STMF) with difference intensity distance group pattern (DIDGP)

J Arunnehru, S Thalapathiraj, R Dhanasekar… - Electronics, 2022 - mdpi.com
In recent years, human action recognition is modeled as a spatial-temporal video volume.
Such aspects have recently expanded greatly due to their explosively evolving real-world …

Approximating a data stream for querying and estimation: Algorithms and performance evaluation

S Guha, N Koudas - Proceedings 18th International Conference …, 2002 - ieeexplore.ieee.org
Obtaining fast and good-quality approximations to data distributions is a problem of central
interest to database management. A variety of popular database applications, including …

Body surface context: A new robust feature for action recognition from depth videos

Y Song, J Tang, F Liu, S Yan - … on circuits and systems for video …, 2014 - ieeexplore.ieee.org
Human action recognition in videos is useful for many applications. However, there still exist
huge challenges in real applications due to the variations in the appearance, lighting …

Video spatiotemporal mapping for human action recognition by convolutional neural network

A Zare, H Abrishami Moghaddam, A Sharifi - Pattern Analysis and …, 2020 - Springer
In this paper, a 2D representation of a video clip called video spatiotemporal map (VSTM) is
presented. VSTM is a compact representation of a video clip which incorporates its spatial …

Space-time facet model for human activity classification

S Samanta, B Chanda - IEEE Transactions on Multimedia, 2014 - ieeexplore.ieee.org
This paper presents a novel space-time feature-based human activity analysis system. We
detect Space Time Interest Points (STIP) and generate their description based on the facet …

A wearable virtual usher for vision-based cognitive indoor navigation

L Li, Q Xu, V Chandrasekhar, JH Lim… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Inspired by progresses in cognitive science, artificial intelligence, computer vision, and
mobile computing technologies, we propose and implement a wearable virtual usher for …