Video image moving target recognition method based on generated countermeasure network

Z Li, DH Jiang, H Wang, D Li - Computational Intelligence and …, 2022 - Wiley Online Library
In order to improve the accuracy of video image moving target recognition and shorten the
recognition time, a video image moving target recognition method based on a generation …

Fast recognition method of moving video images based on BP neural networks

Y Shao, D Witarsyah - Open Physics, 2018 - degruyter.com
At present, the accuracy of real-time moving video image recognition methods are poor. Also
energy consumption is high and fault tolerance is not ideal. Consequently this paper …

[HTML][HTML] Research on behaviour recognition method for moving target based on deep convolutional neural network

J Liu, H Zheng, M Liao - Journal of Computer and Communications, 2020 - scirp.org
Aiming at the problem that the average recognition degree of the moving target line is low
with the traditional motion target behaviour recognition method, a motion recognition method …

Surveillance videos classification based on multilayer long short-term memory networks

H Zhang, L Zhao, G Dai - Multimedia Tools and Applications, 2020 - Springer
Image classification and video recognition are always a key issue in computer vision. Until
now, the recognition of videos has not achieved good results in some application filed, such …

Feature extraction and target recognition of moving image sequences

P Song, H Si, H Zhou, R Yuan, E Chen, Z Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
The detection and recognition of moving objects in image sequence images involve many
aspects, such as pattern recognition, image processing, and computer vision. The main …

Optimization methods of video images processing for mobile object recognition

S Xiao, T Li, J Wang - Multimedia Tools and Applications, 2020 - Springer
Recognition of moving objects in video images is mainly based on acquiring the target
information in a certain time series. After image processing, relevant algorithms are used to …

Moving object detection and recognition based on the frame difference algorithm and moment invariant features

X Benxian, L Cheng, C Hao, Y Yanfeng… - 2008 27th Chinese …, 2008 - ieeexplore.ieee.org
In order to the complicated background of video monitoring system, a method of moving
object detection and recognition was proposed based-on the frame difference algorithm and …

Image target detection and recognition method using deep learning

H Sun - Advances in Multimedia, 2022 - Wiley Online Library
Image target detection and recognition had been widely used in many fields. However, the
existing methods had poor robustness; they not only had high error rate of target recognition …

A deep learning algorithm for fast motion video sequences based on improved codebook model

K Zhou, Z Zhang, R Yuan, E Chen - Neural Computing and Applications, 2023 - Springer
Fast motion video sequence processing is quite difficult. In order to improve the effect of fast
motion video sequence processing, this paper improves the traditional codebook model …

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 …