Enhanced 3D residual network for video event recognition in shipping monitoring

H Zhang, J Rong - Multimedia Tools and Applications, 2021 - Springer
The three-dimensional convolutional neural network is widely used in video recognition,
action recognition and other tasks because it can directly extract temporal and spatial …

Analysis and application of sports video image based on feature matching

L Gong - Proceedings of the 3rd Asia-Pacific Conference on …, 2022 - dl.acm.org
In order to improve the accuracy and speed of sports video recognition, a sports video
recognition model based on feature screening and support vector machine is proposed …

Deep learning for video classification: A review

A Rehman, SB Belhaouari - Authorea Preprints, 2023 - techrxiv.org
Video classification task has gained a significant success in the recent years. Specifically,
the topic has gained more attention after the emergence of deep learning models as a …

[HTML][HTML] On the use of deep learning for video classification

A Ur Rehman, SB Belhaouari, MA Kabir, A Khan - Applied Sciences, 2023 - mdpi.com
The video classification task has gained significant success in the recent years. Specifically,
the topic has gained more attention after the emergence of deep learning models as a …

Frame Attention Mechanism and Transfer Learning Network for Classification on Motion Video

K Liu, G Zhou, X Cheng - 2022 IEEE Asia-Pacific Conference …, 2022 - ieeexplore.ieee.org
Video content classification has a wide range of application scenarios. In situations such as
public place security and behavior prediction, the type of behavior of a person is inferred …

A coarse-to-fine framework for resource efficient video recognition

Z Wu, H Li, Y Zheng, C Xiong, YG Jiang… - International Journal of …, 2021 - Springer
Deep neural networks have demonstrated remarkable recognition results on video
classification, however great improvements in accuracies come at the expense of large …

An Efficient Video Indexing and Retrieval using Feature Fusion and Naïve Bayes Classifier

N Gayathri, K Mahesh - 2022 - researchsquare.com
User query towards a cluster/group of video to retrieve videos automatically from available
user dataset plays a significant role in developing multimedia technologies. Analyzing video …

Motion Recognition Model of Sports Video Based on Feature Extraction Algorithm

F Xiong - 2023 IEEE International Conference on Image …, 2023 - ieeexplore.ieee.org
With the rapid development of computer technology, network technology and multimedia
technology, multimedia data is increasing exponentially. As an important part of video …

Frame Comparison Network for Video Event Recognition

M Bouzenada, H Talbi - 2022 - researchsquare.com
Automatic recognition of actions in videos taken in uncontrolled environments is one of the
most challenging tasks in computer vision. The most successful recent methods are based …

Intelligent Recognition of Vehicle Information in Surveillance Video

J He, W Meng, T You - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
In this paper, a method of real-time vehicle speed and vehicle type recognition is proposed.
The vehicle type recognition is based on residual network to increase the convergence …