[PDF][PDF] Sports video classification with deep convolution neural network: a test on UCF101 dataset

M Ramesh, K Mahesh - International Journal of Engineering and …, 2019 - researchgate.net
In the present era, Deep Learning has been applied on a variety of problems from image
processing to speech recognition. Convolution Neural Network (CNN) has been extensively …

Video classification using CNN and ensemble learning

K Duvvuri, H Kanisettypalli… - 2023 9th International …, 2023 - ieeexplore.ieee.org
Video classification is the task of producing an index or a label that is relevant to the given
video. For this classification input can be in frames, heatmaps of respective videos, etc …

A performance analysis of pre-trained neural network and design of CNN for sports video classification

M Ramesh, K Mahesh - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Video content analysis and video classification are some of the very tricky problems among
computer vision researchers. Especially in sports videos, shared common actions appear in …

[PDF][PDF] Visual recognition and classification of videos using deep convolutional neural networks

NS Rani, PN Rao, P Clinton - International Journal of Engineering …, 2018 - researchgate.net
Classification of videos based on its content is one of the challenging and significant
research problems. In this paper, a simple and efficient model is proposed for classification …

Education of video classification based by neural networks

R Vrskova, R Hudec, P Sykora… - 2020 18th …, 2020 - ieeexplore.ieee.org
In this paper an artificial neural network for video classification were presented. Artificial
neural networks were essential part of the video classification. As they are more and more …

Spatial-Temporal Feature-Based Sports Video Classification

Z Wang - International Journal of Ambient Computing and …, 2021 - igi-global.com
Video classification has been an active research field of computer vision in last few years. Its
main purpose is to produce a label that is relevant to the video given its frames. Unlike …

Application of video data classification models using convolutional neural networks

I Tvoroshenko, V Pomazan, V Gorokhovatskyi… - 2023 - openarchive.nure.ua
Анотація This paper explores the classification of video data with convolutional neural
networks. It discusses how convolutional neural network architecture can do this task with …

Dynamic human action recognition and classification using computer vision

GC Mara, ST Ahmed… - International Journal of …, 2023 - milestoneresearch.in
Action Recognition is one of the time series classification problem where we analyse the
data from series of time steps for classifying and predicting the action being performed …

[PDF][PDF] A review on video classification with methods, findings, performance, challenges, limitations and future work

MS Islam, S Sultana, U Kumar Roy… - Jurnal Ilmiah Teknik …, 2020 - pdfs.semanticscholar.org
In recent years, there has been a rapid development in web users and sufficient bandwidth.
Internet connectivity, which is so low cost, makes the sharing of information (text, audio and …

[HTML][HTML] Sports video classification method based on improved deep learning

T Gao, M Zhang, Y Zhu, Y Zhang, X Pang, J Ying… - Applied Sciences, 2024 - mdpi.com
Classifying sports videos is complex due to their dynamic nature. Traditional methods, like
optical flow and the Histogram of Oriented Gradient (HOG), are limited by their need for …