Background Subtraction for Dynamic Scenes Using Gabor Filter Bank and Statistical Moments

JA Romero-González, DM Córdova-Esparza, J Terven… - Algorithms, 2024 - mdpi.com
This paper introduces a novel background subtraction method that utilizes texture-level
analysis based on the Gabor filter bank and statistical moments. The method addresses the …

Mayfly Optimization with Deep Learning-based Robust Object Detection and Classification on Surveillance Videos

V Saikrishnan, M Karthikeyan - Engineering, Technology & Applied …, 2023 - etasr.com
Surveillance videos are recordings captured by video recording devices for monitoring and
securing an area or property. These videos are frequently used in applications, involving law …

CaSnLi-YOLO: construction site multi-target detection method based on improved YOLOv5s

F Hao, T Zhang, G He, R Dou… - … Science and Technology, 2024 - iopscience.iop.org
To address the problem of the frequent occurrence of major casualties during construction, a
lightweight multi-target detection model based on YOLOv5s, named CaSnLi-you only look …

Improved mixed gaussian model for background subtraction based on color channel fusion

Y Zhuo, H Deqiang, Z Xu, Y Yu - 2023 42nd Chinese Control …, 2023 - ieeexplore.ieee.org
Motion object detection, which has a wide range of applications in video surveillance
systems, extracts motion objects from the video. Gaussian Mixture Model (GMM) has …

Automated object detection and classification using metaheuristics with deep learning on surveillance videos

V Saikrishnan, M Karthikeyan - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Object detection and classification from surveillance videos is a procedure of exploiting
computer vision (CV) and machine learning (ML) techniques for categorizing and identifying …