Determination of various fabric defects using different machine learning techniques
Author:
Affiliation:
1. Computer Engineering Department, İzmir Katip Çelebi University, İzmir, Turkey
2. Computer Engineering Department, Dokuz Eylul University, Izmir, Turkey
3. Textile Engineering Department, Dokuz Eylul University, Izmir, Turkey
Publisher
Informa UK Limited
Subject
Industrial and Manufacturing Engineering,Polymers and Plastics,General Agricultural and Biological Sciences,Materials Science (miscellaneous)
Link
https://www.tandfonline.com/doi/pdf/10.1080/00405000.2023.2201978
Reference44 articles.
1. Discrete Cosine Transform
2. Textural fabric defect detection using statistical texture transformations and gradient search
3. Comparative analysis of SVM and ANN classifiers for defective and non-defective fabric images classification
4. Fault segmentation in fabric images using Gabor wavelet transform
5. Detection of defects in fabrics using information set features in comparison with deep learning approaches
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. YOLO-BGS Optimizes Textile Production Processes: Enhancing YOLOv8n with Bi-Directional Feature Pyramid Network and Global and Shuffle Attention Mechanisms for Efficient Fabric Defect Detection;Sustainability;2024-09-11
2. An AI pipeline for garment price projection using computer vision;Neural Computing and Applications;2024-05-17
3. Fabric surface defect classification and systematic analysis using a cuckoo search optimized deep residual network;Engineering Science and Technology, an International Journal;2024-05
4. The effects of fusion-based feature extraction for fabric defect classification;Textile Research Journal;2023-08-08
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3