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 …

A survey on video action recognition in sports: Datasets, methods and applications

F Wu, Q Wang, J Bian, N Ding, F Lu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
To understand human behaviors, action recognition based on videos is a common
approach. Compared with image-based action recognition, videos provide much more …

Recognizing sports activities from video frames using deformable convolution and adaptive multiscale features

L Xiao, Y Cao, Y Gai, E Khezri, J Liu… - Journal of Cloud …, 2023 - Springer
Automated techniques for evaluating sports activities inside dynamic frames are highly
dependent on advanced sports analysis by smart machines. The monitoring of individuals …

Toward modeling psychomotor performance in karate combats using computer vision pose estimation

J Echeverria, OC Santos - Sensors, 2021 - mdpi.com
Technological advances enable the design of systems that interact more closely with
humans in a multitude of previously unsuspected fields. Martial arts are not outside the …

Data-driven analysis for understanding team sports behaviors

K Fujii - Journal of Robotics and Mechatronics, 2021 - jstage.jst.go.jp
Understanding the principles of real-world biological multi-agent behaviors is a current
challenge in various scientific and engineering fields. The rules regarding the real-world …

Deep learning in sport video analysis: a review

K Rangasamy, MA As'ari, NA Rahmad… - TELKOMNIKA …, 2020 - telkomnika.uad.ac.id
Sport is a competitive field, where it is an element of measurement for a countries
development. Due to this reason, sport analysis has become one of the major contribution in …

[PDF][PDF] Badminton player detection using faster region convolutional neural network

NA Rahmad, NAJ Sufri, NH Muzamil… - Indonesian Journal of …, 2019 - eprints.utm.my
Nowadays, coaches and sport analyst are concerning about sport performance analysis
through sport video match. However, they still used conventional method which is through …

[Retracted] Real‐Time Analysis of Basketball Sports Data Based on Deep Learning

P Yao - Complexity, 2021 - Wiley Online Library
This paper focuses on the theme of the application of deep learning in the field of basketball
sports, using research methods such as literature research, video analysis, comparative …

A survey on event detection based video summarization for cricket

KR Raval, MM Goyani - Multimedia Tools and Applications, 2022 - Springer
Nowadays, sports video analysis is gaining a lot of traction. Cricket is an exciting team sport
to watch. Cricket is becoming more popular, but due to the game's length and intricacy …