An overview of Human Action Recognition in sports based on Computer Vision

K Host, M Ivašić-Kos - Heliyon, 2022 - cell.com
Abstract Human Action Recognition (HAR) is a challenging task used in sports such as
volleyball, basketball, soccer, and tennis to detect players and recognize their actions and …

A comprehensive review of computer vision in sports: Open issues, future trends and research directions

BT Naik, MF Hashmi, ND Bokde - Applied Sciences, 2022 - mdpi.com
Recent developments in video analysis of sports and computer vision techniques have
achieved significant improvements to enable a variety of critical operations. To provide …

Automatic person detection in search and rescue operations using deep CNN detectors

S Sambolek, M Ivasic-Kos - Ieee Access, 2021 - ieeexplore.ieee.org
Due to a growing number of people who carry out various adrenaline activities or adventure
tourism and stay in the mountains and other inaccessible places, there is an increasing …

Investigations of object detection in images/videos using various deep learning techniques and embedded platforms—A comprehensive review

CB Murthy, MF Hashmi, ND Bokde, ZW Geem - Applied sciences, 2020 - mdpi.com
In recent years there has been remarkable progress in one computer vision application
area: object detection. One of the most challenging and fundamental problems in object …

Analysis of movement and activities of handball players using deep neural networks

K Host, M Pobar, M Ivasic-Kos - Journal of imaging, 2023 - mdpi.com
This paper focuses on image and video content analysis of handball scenes and applying
deep learning methods for detecting and tracking the players and recognizing their activities …

[HTML][HTML] Artificial intelligence approach in biomechanics of gait and sport: a systematic literature review

R Molavian, A Fatahi, H Abbasi… - Journal of Biomedical …, 2023 - ncbi.nlm.nih.gov
Background: Artificial neural network helps humans in a wide range of activities, such as
sports. Objective: This paper aims to investigate the effect of artificial intelligence on decision …

JEDE: Universal Jersey number detector for sports

H Liu, B Bhanu - IEEE Transactions on Circuits and Systems …, 2022 - ieeexplore.ieee.org
The rapid progress in deep learning-based computer vision has opened unprecedented
possibilities in computing various high-level analytics for sports. Artificial intelligence …

Person detection in drone imagery

S Sambolek, M Ivasic-Kos - 2020 5th International Conference …, 2020 - ieeexplore.ieee.org
The use of drones in search and rescue operations has become standard almost
everywhere in the world. A special challenge in the search and rescue operation is the …

Action recognition in handball scenes

K Host, M Ivasic-Kos, M Pobar - Intelligent Computing: Proceedings of the …, 2022 - Springer
Action recognition in sports, especially in handball, is a challenging task due to a lot of
players being on the sports field performing different actions simultaneously. Training or …

An effective self-powered piezoelectric sensor for monitoring basketball skills

C Zhao, C Jia, Y Zhu, T Zhao - Sensors, 2021 - mdpi.com
Self-powered piezoelectric sensor can achieve real-time and harmless monitoring of motion
processes without external power supply, which can be attached on body skin or joints to …