An Improved YOLOv8 to Detect Moving Objects

M Safaldin, N Zaghden, M Mejdoub - IEEE Access, 2024 - ieeexplore.ieee.org
Deep learning has revolutionized object detection, with YOLO (You Only Look Once)
leading in real-time accuracy. However, detecting moving objects in visual streams presents …

Tracking of moving human in different overlapping cameras using Kalman filter optimized

SMM Yousefi, SS Mohseni, H Dehbovid… - EURASIP Journal on …, 2023 - Springer
Tracking objects is a crucial problem in image processing and machine vision, involving the
representation of position changes of an object and following it in a sequence of video …

A Real-Time Object Counting and Collecting Device for Industrial Automation Process using Machine Vision

K Kumar, P Kumar, V Kshirsagar… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
An efficient product packing system through a simplified automatic counting and collecting
process is a critical aspect of the manufacturing industry. In this article, we propose a real …

Lightweight Real-Time Object Detection via Enhanced Global Perception and Intra-Layer Interaction for Complex Traffic Scenarios

J Su, K Feng, Y Zhang, W Hou - IEEE Latin America …, 2024 - ieeexplore.ieee.org
Due to unfavorable factors such as cluttered spatial and temporal distribution of multiple
types of targets, occlusion of background objects of different shapes, and blurring of feature …

Advanced AI Techniques for Autonomous Moving Object Detection and Tracking

GM Sundaram, NMS Eatesh… - 2023 3rd …, 2023 - ieeexplore.ieee.org
In the domain of autonomous vehicle systems, the accurate detection and tracking of moving
objects, particularly vehicles, are of paramount importance for ensuring safe and efficient …

A Multi-Line Aggregated Tracking Approach for Vehicle Counting in Congested Urban Traffic

AAI Samad, T Ahmed - 2023 26th International Conference on …, 2023 - ieeexplore.ieee.org
In congested urban traffic scenarios, accurately counting vehicles with video camera is a
critical task with profound implications for traffic management and urban planning. However …

Image Processing Technique for Tracking and Counting of Vehicles Using ROI

A Kumar, R Chandel, M Singh - 2023 International Conference …, 2023 - ieeexplore.ieee.org
This research paper presents a novel approach for vehicle tracking and counting utilizing
the advanced object detection model YOLOv8 in the field of image processing. The accurate …

Advanced classified turning traffic volume module at Unsignalized Intersection

S Kulkarni, VK Deshpande… - 2024 IEEE 9th …, 2024 - ieeexplore.ieee.org
Intersection study is one of the crucial surveys for advanced traffic management, especially
at unsignalized points. In this study, the traditional method for vehicle detection and …

Traffic Congestion and Emergency Vehicle Responsive Traffic Signal Control in Resource Constrained Environment

S Bapodara, S Mesvani, M Chaturvedi… - … on Electronic Systems …, 2023 - ieeexplore.ieee.org
With the increase in the number of vehicles on the road, traffic congestion has become a
major problem in metropolitan areas. Generally, the traffic flow through a junction is …