A review of deep learning-based approaches for defect detection in smart manufacturing

Z Jia, M Wang, S Zhao - Journal of Optics, 2024 - Springer
Automatic detection of surface faults or defects from images plays a crucial role in ensuring
quality control in smart manufacturing. Traditional image processing techniques have …

Comprehensive study on shape representation methods for shape-based object recognition

Z Jiang, C Zhou - Journal of Optics, 2024 - Springer
This study presents a thorough analysis of shape representation techniques. Furthermore, a
taxonomy of strategies for form representation and description is provided. This study aims …

A deep learning-based car accident detection approach in video-based traffic surveillance

X Wu, T Li - Journal of Optics, 2024 - Springer
Car accident detection plays a crucial role in video-based traffic surveillance systems,
contributing to prompt response and improved road safety. In the literature, various methods …

A Yolo-based object monitoring approach for smart shops surveillance system

W Xu, Y Zhai - Journal of Optics, 2024 - Springer
Object monitoring in video analysis is a crucial component of smart surveillance systems,
enabling the observation and analysis of customer behavior and interactions with various …

Performance analysis of deep learning-based object detection algorithms on COCO benchmark: a comparative study

J Tian, Q Jin, Y Wang, J Yang, S Zhang… - Journal of Engineering and …, 2024 - Springer
This paper thoroughly explores the role of object detection in smart cities, specifically
focusing on advancements in deep learning-based methods. Deep learning models gain …

Autonomous traffic sign detection for self-driving car system using convolutional neural network algorithm

Z Yu, T Ye - Journal of Optics, 2024 - Springer
The accurate detection of traffic signs is a critical component of self-driving systems,
enabling safe and efficient navigation. In the literature, various methods have been …

[PDF][PDF] A Survey of Structural Health Monitoring Advances Based on Internet of Things (IoT) Sensors

D Hao, C JianHua - International Journal of Advanced …, 2023 - pdfs.semanticscholar.org
Structural Health Monitoring (SHM) is a technique that ensures the safety and reliability of
structures through continuous and real-time monitoring. IoT-based sensors have become a …

Comprehensive survey of deep learning-based approaches for aerial visual tracking

W Chuangju - Journal of Optics, 2024 - Springer
Unmanned aerial vehicle (UAV) or aerial drone, video, and image analysis is a developing
application that has attracted substantial academic interest in several computer vision …

Investigation of visual inspection methodologies for printed circuit board products

W Deng - Journal of Optics, 2024 - Springer
Printed circuit board (PCB) inspection is as challenging issue in electronic manufacturing.
Visual inspection is broadly used to perform this task and has been instigated by many …

Discriminative learning of online appearance modeling methods for visual tracking

Z Liao, X Xu, Z Xu, A Ismail - Journal of Optics, 2024 - Springer
Appearance variations are a challenging issue in visual tracking systems. Typically,
appearance modeling is used to deal with the challenge of representing and detecting …