Backbones-review: Feature extraction networks for deep learning and deep reinforcement learning approaches

O Elharrouss, Y Akbari, N Almaadeed… - arXiv preprint arXiv …, 2022 - arxiv.org
To understand the real world using various types of data, Artificial Intelligence (AI) is the
most used technique nowadays. While finding the pattern within the analyzed data …

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 …

Video description: A comprehensive survey of deep learning approaches

G Rafiq, M Rafiq, GS Choi - Artificial Intelligence Review, 2023 - Springer
Video description refers to understanding visual content and transforming that acquired
understanding into automatic textual narration. It bridges the key AI fields of computer vision …

Use of deep learning in soccer videos analysis: survey

S Akan, S Varlı - Multimedia Systems, 2023 - Springer
The demand for video analysis has been rapidly increasing in the last decade. Video
analysis plays a critical role in various technologies, including medical diagnosis, security …

A survey of deep learning in sports applications: Perception, comprehension, and decision

Z Zhao, W Chai, S Hao, W Hu, G Wang, S Cao… - arXiv preprint arXiv …, 2023 - arxiv.org
Deep learning has the potential to revolutionize sports performance, with applications
ranging from perception and comprehension to decision. This paper presents a …

Hybrid design for sports data visualization using AI and big data analytics

A Liu, RP Mahapatra, AVR Mayuri - Complex & Intelligent Systems, 2023 - Springer
In sports data analysis and visualization, understanding collective tactical behavior has
become an integral part. Interactive and automatic data analysis is instrumental in making …

Cloud-based healthcare framework for real-time anomaly detection and classification of 1-D ECG signals

M Nawaz, J Ahmed - Plos one, 2022 - journals.plos.org
Real-time data collection and pre-processing have enabled the recognition, realization, and
prediction of diseases by extracting and analysing the important features of physiological …

Soccer game summarization using audio commentary, metadata, and captions

S Gautam, C Midoglu, S Shafiee Sabet… - Proceedings of the 1st …, 2022 - dl.acm.org
Soccer is one of the most popular sports globally, and the amount of soccer-related content
worldwide, including video footage, audio commentary, team/player statistics, scores, and …

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 …

Image classification with transfer learning using a custom dataset: comparative study

H Bichri, A Chergui, M Hain - Procedia Computer Science, 2023 - Elsevier
Training a deep neural network is an expensive work because it is a time-consuming task
and requires high computational power and usually a lot of dataset is needed to train a …