A review on applications of activity recognition systems with regard to performance and evaluation

S Ranasinghe, F Al Machot… - International Journal of …, 2016 - journals.sagepub.com
Activity recognition systems are a large field of research and development, currently with a
focus on advanced machine learning algorithms, innovations in the field of hardware …

A study on video semantics; overview, challenges, and applications

AS Patel, R Vyas, OP Vyas, M Ojha - Multimedia Tools and Applications, 2022 - Springer
Due to the increase in surveillance systems, there is a massive increase in surveillance
data. As of now, the key challenge for video surveillance systems is analyzing these large …

The future of video analytics for surveillance and its ethical implications

AA Adams, JM Ferryman - Security Journal, 2015 - Springer
The current state of the art and direction of research in computer vision aimed at automating
the analysis of CCTV images is presented. This includes low level identification of objects …

On the use of semantic technologies for video analytics

L Greco, P Ritrovato, M Vento - Journal of Ambient Intelligence and …, 2021 - Springer
The rapid proliferation of smart devices, surveillance cameras, infrastructures and buildings
enhanced with the Internet of Things (IoT) technologies has led to a huge explosion of …

A survey on human group activity recognition by analysing person action from video sequences using machine learning techniques

S Kulkarni, S Jadhav, D Adhikari - Optimization in machine learning and …, 2020 - Springer
There has been a tremendous advance in machine learning techniques especially for
automatic group activity recognition (GAR) over the past few decades. This review article …

A multi-sensor approach for activity recognition in older patients

CF Crispim-Junior, F Bremond… - The Second International …, 2012 - inria.hal.science
Existing surveillance systems for older people activity analysis are focused on video and
sensors analysis (eg, accelerometers, pressure, infrared) applied for frailty assessment, fall …

Rough video conceptualization for real-time event precognition with motion entropy

DB Chakraborty, SK Pal - Information Sciences, 2021 - Elsevier
This article defines a new methodology for pre-recognition of events with object motion
analysis in a video without any prior knowledge. This unsupervised application is named as …

Swimmer localization from a moving camera

L Sha, P Lucey, S Morgan, D Pease… - … Conference on Digital …, 2013 - ieeexplore.ieee.org
At the highest level of competitive sport, nearly all performances of athletes (both training
and competitive) are chronicled using video. Video is then often viewed by expert …

[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 …

A shape descriptor based on circular Hidden Markov Model

N Arica, FTY Vural - Proceedings 15th International Conference …, 2000 - ieeexplore.ieee.org
Given the shape information of an object, can we find visually meaningful" n" objects in an
image database, which is ranked from the most similar to the n/sup th/similar one? The …