A comprehensive review on handcrafted and learning-based action representation approaches for human activity recognition
Human activity recognition (HAR) is an important research area in the fields of human
perception and computer vision due to its wide range of applications. These applications …
perception and computer vision due to its wide range of applications. These applications …
A review on computer vision-based methods for human action recognition
Human action recognition targets recognising different actions from a sequence of
observations and different environmental conditions. A wide different applications is …
observations and different environmental conditions. A wide different applications is …
Animal kingdom: A large and diverse dataset for animal behavior understanding
Understanding animals' behaviors is significant for a wide range of applications. However,
existing animal behavior datasets have limitations in multiple aspects, including limited …
existing animal behavior datasets have limitations in multiple aspects, including limited …
Mammalnet: A large-scale video benchmark for mammal recognition and behavior understanding
Monitoring animal behavior can facilitate conservation efforts by providing key insights into
wildlife health, population status, and ecosystem function. Automatic recognition of animals …
wildlife health, population status, and ecosystem function. Automatic recognition of animals …
High speed human action recognition using a photonic reservoir computer
The recognition of human actions in videos is one of the most active research fields in
computer vision. The canonical approach consists in a more or less complex preprocessing …
computer vision. The canonical approach consists in a more or less complex preprocessing …
A unified model for human activity recognition using spatial distribution of gradients and difference of Gaussian kernel
DK Vishwakarma, C Dhiman - The Visual Computer, 2019 - Springer
Understanding of human action and activity from video data is growing field and received
rapid importance due to surveillance, security, entertainment and personal logging. In this …
rapid importance due to surveillance, security, entertainment and personal logging. In this …
Fuzzy system based human behavior recognition by combining behavior prediction and recognition
G Batchuluun, JH Kim, HG Hong, JK Kang… - Expert Systems with …, 2017 - Elsevier
With the development of intelligent surveillance systems, human behavior recognition has
been extensively researched. Most of the previous methods recognized human behavior …
been extensively researched. Most of the previous methods recognized human behavior …
Automatic visual detection of human behavior: A review from 2000 to 2014
Due to advances in information technology (eg, digital video cameras, ubiquitous sensors),
the automatic detection of human behaviors from video is a very recent research topic. In this …
the automatic detection of human behaviors from video is a very recent research topic. In this …
A survey on intelligent human action recognition techniques
Abstract Human Action Recognition is an essential research area in computer vision due to
its automated nature of video monitoring. Human Action Recognition has several …
its automated nature of video monitoring. Human Action Recognition has several …
Hybrid classifier based human activity recognition using the silhouette and cells
DK Vishwakarma, R Kapoor - Expert Systems with Applications, 2015 - Elsevier
The aim of this paper is to present a new approach for human activity recognition in a video
sequence by exploiting the key poses of the human silhouettes, and constructing a new …
sequence by exploiting the key poses of the human silhouettes, and constructing a new …