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 …

Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective

I Ghosh, S Ramasamy Ramamurthy… - … : Data Mining and …, 2023 - Wiley Online Library
The rapid and impromptu interest in the coupling of machine learning (ML) algorithms with
wearable and contactless sensors aimed at tackling real‐world problems warrants a …

Hybrid convolution neural network with channel attention mechanism for sensor-based human activity recognition

S Mekruksavanich, A Jitpattanakul - Scientific Reports, 2023 - nature.com
In the field of machine intelligence and ubiquitous computing, there has been a growing
interest in human activity recognition using wearable sensors. Over the past few decades …

Ultra-wideband indoor positioning and IMU-based activity recognition for ice hockey analytics

R Vleugels, B Van Herbruggen, J Fontaine… - Sensors, 2021 - mdpi.com
Currently, gathering statistics and information for ice hockey training purposes mostly
happens by hand, whereas the automated systems that do exist are expensive and difficult …

Decoach: Deep learning-based coaching for badminton player assessment

I Ghosh, SR Ramamurthy, A Chakma, N Roy - Pervasive and Mobile …, 2022 - Elsevier
Wearable devices have gained immense popularity among various pervasive computing
and Internet-of-Things (IoT) applications in the past decade. Sports analytics researchers …

Where will players move next? dynamic graphs and hierarchical fusion for movement forecasting in badminton

KS Chang, WY Wang, WC Peng - … of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
Sports analytics has captured increasing attention since analysis of the various data enables
insights for training strategies, player evaluation, etc. In this paper, we focus on predicting …

Dog behavior recognition based on multimodal data from a camera and wearable device

J Kim, N Moon - Applied sciences, 2022 - mdpi.com
Although various studies on monitoring dog behavior have been conducted, methods that
can minimize or compensate data noise are required. This paper proposes multimodal data …

Cricshotclassify: an approach to classifying batting shots from cricket videos using a convolutional neural network and gated recurrent unit

A Sen, K Deb, PK Dhar, T Koshiba - Sensors, 2021 - mdpi.com
Recognizing the sport of cricket on the basis of different batting shots can be a significant
part of context-based advertisement to users watching cricket, generating sensor-based …

Inertial sensor-based sport activity advisory system using machine learning algorithms

J Patalas-Maliszewska, I Pajak, P Krutz, G Pajak… - Sensors, 2023 - mdpi.com
The aim of this study was to develop a physical activity advisory system supporting the
correct implementation of sport exercises using inertial sensors and machine learning …

Role of Wearables in Sports based on Activity recognition and biometric parameters: A Survey

N Nithya, G Nallavan - 2021 international conference on …, 2021 - ieeexplore.ieee.org
Recently wearables have become a game changer in sports activities. Wearable devices
influence the game in tracking and monitoring the performance of the player on field in real …