Recent trends in human activity recognition–A comparative study

R Singh, AKS Kushwaha, R Srivastava - Cognitive Systems Research, 2023 - Elsevier
Identification of human actions from video has gathered much attention in past few years.
Most of the computer vision tasks such as Health Care Activity Detection, Suspicious Activity …

Hexagonal volume local binary pattern (H-VLBP) with deep stacked autoencoder for human action recognition

K Kiruba, ED Shiloah, RRC Sunil - Cognitive Systems Research, 2019 - Elsevier
Human action recognition plays a significant role in a number of computer vision
applications. This work is based on three processing stages. In the first stage, discriminative …

3d-hog embedding frameworks for single and multi-viewpoints action recognition based on human silhouettes

F Angelini, Z Fu, SA Velastin… - … , Speech and Signal …, 2018 - ieeexplore.ieee.org
Given the high demand for automated systems for human action recognition, great efforts
have been undertaken in recent decades to progress the field. In this paper, we present …

Spatiotemporal LBP and shape feature for human activity representation and recognition

SMM Ahsan, Y Tanjo, H Kim - International Journal of …, 2016 - kyutech.repo.nii.ac.jp
In this paper, we propose a histogram based feature to represent and recognize human
action in video sequences. Motion History Image (MHI) merges a video sequence into a …

Appearance and motion information based human activity recognition

M Al-Faris, J Chiverton, L Yang, D Ndzi - 2017 - IET
Activity recognition is an essential objective of a smart building system which responds to
what is happening in a scene. In this paper, a view invariant activity recognition system is …

Action recognition based on multiple key motion history images

D Li, L Yu, J He, B Sun, F Ge - 2016 IEEE 13th International …, 2016 - ieeexplore.ieee.org
Human action recognition in video sequences is an important research topic in computer
vision, and motion history image (MHI) is widely taken for recognition due to its simplicity …

Human action recognition using spatial-temporal analysis and bag of visual words

D Naidoo, JR Tapamo, T Walingo - 2018 14th International …, 2018 - ieeexplore.ieee.org
Human Action Recognition (or HAR) is gaining interest in a wide range of domains from
domestic activities to industrial environments. HAR refers to the ability of a computerized …

Human Action Recognition in Video Data using Color and Distance

R Al-Akam - 2021 - kola.opus.hbz-nrw.de
Human action recognition from a video has received growing attention in computer vision
and has made significant progress in recent years. Action recognition is described as a …

Binary" proximity patches motion" descriptor for action recognition in videos

AS Fangbemi, B Liu, N Yu, Y Zhang - Proceedings of the 10th …, 2018 - dl.acm.org
Building action recognition systems that are simultaneously fast, robust and requiring small
memory space is very challenging. Though current state-of-the-art frameworks proposed the …

Novel methods for posture-based human action recognition and activity anomaly detection

F Angelini - 2020 - theses.ncl.ac.uk
Arti cial Intelligence (AI) for Human Action Recognition (HAR) and Human Activity Anomaly
Detection (HAAD) is an active and exciting research eld. Video-based HAR aims to classify …