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检索条件"主题词=Defect segmentation"
104 条 记 录,以下是11-20 订阅
排序:
defect segmentation of Hot-rolled Steel Strip Surface by using Convolutional Auto-Encoder and Conventional Image processing  10
Defect Segmentation of Hot-rolled Steel Strip Surface by usi...
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10th International Conference of Information and Communication Technology for Embedded Systems (IC-ICTES)
作者: Youkachen, Sanyapong Ruchanurucks, Miti Phatrapornnant, Teera Kaneko, Hirohiko Kasetsart Univ Fac Engn Dept Elect Engn Bangkok Thailand Natl Sci & Technol Dev Agcy Natl Elect & Comp Technol Ctr Pathum Thani Thailand Tokyo Inst Technol Dept Informat & Commun Engn Tokyo Japan
defects on steel strip surface can long-term cause undesirable effects, since they make physical and/or chemical properties mismatched from steel's specification. Nowadays, automatic visual-based surface inspectio... 详细信息
来源: 评论
A Global-Local Feature Multilevel Fusion Network for Chip defect segmentation
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IEEE ACCESS 2024年 12卷 17467-17480页
作者: Li, Fu Shi, Linfeng Li, Yan Zhu, Xi Chen, Juan Zhu, Linglong Wuxi Univ Nanjing Univ Informat Technol Binjiang Coll Dept Internet Things Wuxi 214105 Jiangsu Peoples R China Nanjing Univ Informat Sci & Technol Sch Automat Nanjing 211544AC Jiangsu Peoples R China
In the chip encapsulation process, internal defects arise due to both natural and anthropogenic factors, primarily manifesting as a diverse array of missing Gold Wires and Solder Joints. Accurate delineation of these ... 详细信息
来源: 评论
Deep Learning Based Classification of Military Cartridge Cases and defect segmentation
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IEEE ACCESS 2022年 10卷 74961-74976页
作者: Tural, Serhat Samet, Refik Aydin, Semra Traore, Mohamed Ankara Univ Dept Comp Engn TR-06100 Ankara Turkey Natl Def Univ Dept Comp Engn TR-06420 Ankara Turkey
The final stage of the production process in the industry is quality control. Quality control answers the question of is there a defect on the surface of the products. Frequently the quality control is performed manua... 详细信息
来源: 评论
Semisupervised defect segmentation With Pairwise Similarity Map Consistency and Ensemble-Based Cross Pseudolabels
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IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2023年 第9期19卷 9535-9545页
作者: Sime, Dejene M. Wang, Guotai Zeng, Zhi Wang, Wei Peng, Bei Univ Elect Sci & Technol China Sch Mech & Elect Engn Chengdu 611731 Peoples R China
Deep-learning-based automatic defect segmentation is one of the hot research areas in computer vision application for the task of intelligent industrial inspection. Recently, several state-of-the-art models for image ... 详细信息
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SIIF: Semantic information interactive fusion network for photovoltaic defect segmentation
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APPLIED ENERGY 2024年 371卷
作者: Zhou, Peng Wang, Rui Wang, Chuhan Chen, Haiyong Liu, Kun Hebei Univ Technol Sch Artificial Intelligence & Data Sci Tianjin 300130 Peoples R China
Any defects or damage on photovoltaic panels significantly reduce photoelectric conversion efficiency and service life. Therefore, the refined defect segmentation technology is the key to the quality inspection of pho... 详细信息
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Sheared edge defect segmentation using a convolutional U-Net for quantified quality assessment of fine blanked workpieces
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PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY 2022年 75卷 129-141页
作者: Wolfschlager, Dominik Woltersmann, Jan-Henrik Montavon, Benjamin Schmitt, Robert H. Rhein Westfal TH Aachen Chair Prod Metrol & Qual Management WZL Campus Blvd 30 D-52074 Aachen Germany Fraunhofer Inst Prod Technol IPT Aachen Germany
Fine blanking allows for the economic mass production of sheet metal parts of high dimensional accuracy. The smooth cut section at the sheared edge is an important quality characteristic that is, however, reduced by t... 详细信息
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Progressive Complementary Knowledge Aggregation for CdZnTe defect segmentation
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IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2024年 第7期20卷 9870-9880页
作者: Li, Peihao Li, Feng Liu, Man Bai, Huihui Wei, Yunchao Wang, Anhong Ma, Shijie Zhao, Yao Beijing Jiaotong Univ Beijing Key Lab Adv Informat Sci & Network Technol Beijing 100044 Peoples R China Beijing Jiaotong Univ Inst Informat Sci Beijing 100044 Peoples R China Hefei Univ Technol Sch Comp Sci & Informat Engn Sch Artificial Intelligence Hefei 230601 Peoples R China Taiyuan Univ Sci & Technol Inst Digital Media Commun Taiyuan 030024 Peoples R China China Elect Technol Grp Corp Res Inst 2 Beijing 100846 Peoples R China
Automatic quality inspection of industrial products is an indispensable part of modern manufacturing. Cadmium zinc telluride (CdZnTe) crystal is an important industrial raw material, but the special photosensitive pro... 详细信息
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Latent Diffusion Models to Enhance the Performance of Visual defect segmentation Networks in Steel Surface Inspection
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SENSORS 2024年 第18期24卷 6016页
作者: Leinena, Jon Saiz, Fatima A. Barandiaran, Inigo Basque Res & Technol Alliance BRTA Vicomtech Fdn Donostia San Sebastian 20009 Spain
This paper explores the use of state-of-the-art latent diffusion models, specifically stable diffusion, to generate synthetic images for improving the robustness of visual defect segmentation in manufacturing componen... 详细信息
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Real-time and accurate defect segmentation of aluminum strip surface via a lightweight network
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JOURNAL OF REAL-TIME IMAGE PROCESSING 2023年 第2期20卷 37页
作者: Lv, Zehua Li, Yibo Qian, Siying Cent South Univ Light Alloy Res Inst Changsha 410083 Peoples R China
On the premise of ensuring the defect segmentation precision of aluminum strip surfaces, improving the segmentation speed to meet the real-time requirements of the production line is an important task. Therefore, a li... 详细信息
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Automatic defect segmentation in X-Ray Images Based on Deep Learning
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IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2021年 第12期68卷 12912-12920页
作者: Du, Wangzhe Shen, Hongyao Fu, Jianzhong Zhejiang Univ Coll Mech Engn State Key Lab Fluid Power & Mechatron Syst Hangzhou 310027 Peoples R China Zhejiang Univ Coll Mech Engn Key Lab 3D Printing Proc & Equipment Zhejiang Pr Hangzhou 310027 Peoples R China
X-ray imaging has been broadly adopted as a nondestructive testing method for product quality inspection. Deep learning has demonstrated powerful image scene understanding capabilities. In this article, U-Net with res... 详细信息
来源: 评论