[PDF][PDF] Selecting Loss-function for unseen (Out-of-distribution) Action Recognition in Videos

H Lodhi, A Bashir, M Jawad, MUS Khan - Authorea Preprints, 2023 - techrxiv.org
Recognizing what is happening in a movie is an essential aspect of various software, such
as video analysis, video surveillance, and human-computer interaction. However, the …

Survey on artificial intelligence-based human action recognition in video sequences

R Kumar, S Kumar - Optical Engineering, 2023 - spiedigitallibrary.org
In the artificial intelligence domain, human action recognition (HAR) has evolved as one of
the major active research topics as a reason of diverse applications, namely video …

[PDF][PDF] Efficient Action Recognition for Drones: A Comparative Study of Lightweight and Traditional Models

MEA Mokhtari, M Mancas, V Vandenbulcke, E Ennadifi… - orbi.umons.ac.be
Action recognition is a critical task for unmanned aerial vehicles (UAVs), or drones, in
various applications such as surveillance or search and rescue. However, deploying …

Encoding human motion for automated activity recognition in surveillance applications

A Ladjailia, I Bouchrika, N Harrati… - … methodologies, tools, and …, 2018 - igi-global.com
As computing becomes ubiquitous in our modern society, automated recognition of human
activities emerges as a crucial topic where it can be applied to many real-life human-centric …

Human action recognition in drone videos using a few aerial training examples

W Sultani, M Shah - Computer Vision and Image Understanding, 2021 - Elsevier
Drones are enabling new forms of human actions surveillance due to their low cost and fast
mobility. However, using deep neural networks for automatic aerial action recognition is …

[图书][B] Computer vision and action recognition: A guide for image processing and computer vision community for action understanding

MAR Ahad - 2011 - books.google.com
Human action analyses and recognition are challenging problems due to large variations in
human motion and appearance, camera viewpoint and environment settings. The field of …

[HTML][HTML] An overview of the vision-based human action recognition field

F Camarena, M Gonzalez-Mendoza, L Chang… - Mathematical and …, 2023 - mdpi.com
Artificial intelligence's rapid advancement has enabled various applications, including
intelligent video surveillance systems, assisted living, and human–computer interaction …

Action Recognition in videos using VGG19 pre-trained based CNN-RNN Deep Learning Model

FA Memon, MH Memon, IA Halepoto, R Memon… - VFAST Transactions on …, 2024 - vfast.org
Automatic identification and classification of human actions is one the important and
challenging tasks in the field of computer vision that has appealed many researchers since …

Vision and sensor-based human activity recognition: challenges ahead

MAR Ahad - Advancements in instrumentation and control in …, 2020 - igi-global.com
Human action or activity or behavior analysis, recognition, and understanding are very
important research areas in the field of computer vison, internet of things (IoT) sensor-based …

[PDF][PDF] Human action recognition in videos: A survey

F Negin, F Bremond - INRIA Technical Report, 2016 - www-sop.inria.fr
This document provides a brief overview of recent developments in human action
recognition in videos. In recent years, there is a increasing interest over analyses of human …