Soft Computing based object detection and tracking approaches: State-of-the-Art survey

M Kaushal, BS Khehra, A Sharma - Applied Soft Computing, 2018 - Elsevier
In recent years, analysis and interpretation of video sequences to detect and track objects of
interest had become an active research field in computer vision and image processing …

Fusion-based foreground enhancement for background subtraction using multivariate multi-model Gaussian distribution

T Akilan, QMJ Wu, Y Yang - Information Sciences, 2018 - Elsevier
These days, detection of visual attention regions (VAR) such as moving objects have
become an essential pre-processing stage in many computer vision applications. In this …

Background estimation by weightless neural networks

M De Gregorio, M Giordano - Pattern Recognition Letters, 2017 - Elsevier
Initial background estimation in video processing serves as bootstrapping model for moving
object detection based on background subtraction. In long-term videos, the initial …

SOMprocessor: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing

MAA de Sousa, R Pires, E Del-Moral-Hernandez - Neural Networks, 2020 - Elsevier
The design of neuromorphic chips aims to develop electronic circuits dedicated to executing
artificial neural networks, mainly by exploring parallel processing. Unsupervised learning …

A robust approach for the background subtraction based on multi-layered self-organizing maps

G Gemignani, A Rozza - IEEE transactions on image …, 2016 - ieeexplore.ieee.org
Motion detection in video streams is a challenging task for several computer vision
applications. Indeed, segmentation of moving and static elements in the scene allows to …

Convolutional neural network based object detection system for video surveillance application

JP Bhimavarapu, S Ramaraju… - Concurrency and …, 2023 - Wiley Online Library
Video surveillance is emerging as a promising solution for the humans to lead a peaceful
and independent life in their homes. The recognition and localization of moving objects …

Research On Face Image Clustering Based On Integrating Som And Spectral Clustering Algorithm

LF Zhang, CF Li, HR Wang… - … Conference on Machine …, 2018 - ieeexplore.ieee.org
With the rapid development of neural network and face recognition, the Convolution Neural
Networks (CNN) is more and more widely applied. Considering the shortcomings of …

[PDF][PDF] QoS to QoE mapping function for Iptv quality assessement based on Kohonen map: a pilot study

J Frnda, M Durica, M Savrasovs… - Transport and …, 2020 - sciendo.com
This paper deals with an analysis of Kohonen map usage possibility for real-time evaluation
of end-user video quality perception. The Quality of Service framework (QoS) describes how …

[Retracted] Detection Algorithm of Wind Power Equipment Video Image Sequence Based on Artificial Intelligence

Q Li, MM Kamruzzaman - Security and Communication …, 2022 - Wiley Online Library
How to detect the data in the video image sequence and analyze it efficiently by using the
artificial intelligence method is a frontline topic in the field of computer vision. Global wind …

[Retracted] Difference Analysis of Regional Economic Development Based on the SOM Neural Network with the Hybrid Genetic Algorithm

Y Cai, X Wang, LR Xiong - Computational Intelligence and …, 2021 - Wiley Online Library
Since the reform and opening up, China's regional economy has developed rapidly.
However, due to different starting points of economic development caused by the traditional …