Articles

Strip steel surface defect detection based on lightweight YOLOv5

• Yongping Zhang
• Sijie Shen
• Sen Xu

Rail surface defect data enhancement method based on improved ACGAN

• He Zhendong
• Gao Xiangyang
• Liu Zhiyuan
• An Xiaoyu
• Zheng Anping

YOLOPears: a novel benchmark of YOLO object detectors for multi-class pear surface defect detection in quality grading systems

in Technical Advances in Plant Science

• Junsheng Chen
• Haoxuan Fu
• Chuhan Lin
• Xian Liu
• Lijin Wang
• Yaohua Lin

Surface Defect Detection of Cabbage Based on Curvature Features of 3D Point Cloud

in Crop and Product Physiology

• Jin Gu
• Yawei Zhang
• Yanxin Yin
• Ruixue Wang
• Junwen Deng
• Bin Zhang

Enhanced You Only Look Once X for surface defect detection of strip steel

• Ruiqi Wu
• Feng Zhou
• Nan Li
• Haibo Liu
• Naihong Guo
• Rugang Wang

Optimizing surface defect detection with YOLOv9: the role of advanced backbone models

in Pattern Recognition

• Zhonglin Zeng
• Hongyang Wang
• Chi Yao
• Zile Dong
• Shimin Cai

Surface Defect Segmentation Algorithm of Steel Plate Based on Geometric Median Filter Pruning

in Bionics and Biomimetics

• Zhiqiang Hao
• Zhigang Wang
• Dongxu Bai
• Xiliang Tong

JujubeNet: A high-precision lightweight jujube surface defect classification network with an attention mechanism

in Technical Advances in Plant Science

• Lingjie Jiang
• Baoxi Yuan
• Wenyun Ma
• Yuqian Wang

A multi-scale pooling convolutional neural network for accurate steel surface defects classification

• Guizhong Fu
• Zengguang Zhang
• Wenwu Le
• Jinbin Li
• Qixin Zhu
• Fuzhou Niu
• Hao Chen
• Fangyuan Sun
• Yehu Shen

Multi-level semantic information guided image generation for few-shot steel surface defect classification

in Radiation Detectors and Imaging

• Liang Hao
• Pei Shen
• Zhiwei Pan
• Yong Xu

A defect detection method for industrial aluminum sheet surface based on improved YOLOv8 algorithm

in Radiation Detectors and Imaging

• Luyang Wang
• Gongxue Zhang
• Weijun Wang
• Jinyuan Chen
• Xuyao Jiang
• Hai Yuan
• Zucheng Huang

A systematic survey: role of deep learning-based image anomaly detection in industrial inspection contexts

in Industrial Robotics and Automation

• Vinita Shukla
• Amit Shukla
• Surya Prakash S. K.
• Shraddha Shukla

LSA-YOLO: a bearing surface defect detection method based on low-order response aggregation and progressive attention

in Interdisciplinary Physics

• Haibo Jin
• Mengjiao Li
• Chunxiao Huang
• Jishen Peng

Research on PCB defect detection algorithm based on LPCB-YOLO

in Statistical and Computational Physics

• Haiyan Zhang
• Yazhou Li
• Dipu Md Sharid Kayes
• Zhaoyu Song
• Yuanyuan Wang

Improvement of magnetite adsorption performance for Pb (II) by introducing defects

in Green and Sustainable Chemistry

• Yuxin Li
• Guocheng Lv
• Hao Liu
• Xin Liu
• Libing Liao

Simple Synthesis of CuInS2/ZnS Core/Shell Quantum Dots for White Light-Emitting Diodes

in Nanoscience

• Huimin Li
• Xiaohong Jiang
• Anzhen Wang
• Xiaotian Chu
• Zuliang Du