NONDESTRUCTIVE DEFECT DETECTION IN 3D X-RAY MICROSCOPY DATA OF BALL GRID ARRAY SOLDER FOR VOID DETECTION IN SOLDER JOINTS USING DEEP LEARNING

被引:0
|
作者
Rathod, Kishansinh [1 ]
Desapogu, Sankeerth [1 ]
Jansche, Andreas [1 ]
Bernthaler, Timo [1 ]
Braun, Daniel [2 ]
Diez, Stephan [2 ]
Schneider, Gerhard [1 ]
机构
[1] Materials Research Institute – Aalen University, Aalen, Germany
[2] BMW AG, Munich, Germany
来源
Electronic Device Failure Analysis | 2024年 / 26卷 / 03期
关键词
D O I
10.31399/asm.edfa.2024-3.p004
中图分类号
学科分类号
摘要
引用
收藏
页码:4 / 11
相关论文
共 50 条
  • [41] Deep Learning Algorithms for Defect Detection using Phased Array Ultrasonic Testing Data
    Barashok, Kseniia
    Park, Junpil
    Lee, Jaesun
    JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2023, 43 (01) : 34 - 43
  • [42] Non-Destructive Crack and Defect Detection in SAC Solder Interconnects Using Cross-Sectioning and X-Ray Micro-CT
    Lall, Pradeep
    Deshpande, Shantanu
    Wei, Junchao
    Suhling, Jeff
    2014 IEEE 64TH ELECTRONIC COMPONENTS AND TECHNOLOGY CONFERENCE (ECTC), 2014, : 1449 - 1456
  • [43] Automatic Defect Detection in X-Ray Images Using Image Data Fusion
    田原
    都东
    蔡国瑞
    王力
    张骅
    TsinghuaScienceandTechnology, 2006, (06) : 720 - 724
  • [44] Automatic defect detection in X-ray images using image data fusion
    Key Laboratory for Advanced Materials Processing Technology, Department of Mechanical Engineering, Tsinghua University, Beijing 100084, China
    Tsinghua Science and Technology, 2006, 11 (06) : 720 - 724
  • [45] Deep learning based 3D defect detection system using photometric stereo illumination
    Lee, Jong Hyuk
    Oh, Hyun Min
    Kim, Min Young
    2019 1ST INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE IN INFORMATION AND COMMUNICATION (ICAIIC 2019), 2019, : 484 - 487
  • [46] 3D Defect Detection and Metrology of HBMs using Semi-Supervised Deep Learning
    Pahwa, Ramanpreet Singh
    Chang, Richard
    Jie, Wang
    Zhao Ziyuan
    Cai Lile
    Xun, Xu
    Sheng, Foo Chuan
    Choong, Chong Ser
    Rao, Vempati Srinivasa
    2023 IEEE 73RD ELECTRONIC COMPONENTS AND TECHNOLOGY CONFERENCE, ECTC, 2023, : 943 - 950
  • [47] Non-destructive micro analysis of electromigration failures in solder microbumps using 3D X-ray computed tomography
    Tran, Dinh-Phuc
    Lin, Tzu-Wen
    Shie, Kai-Cheng
    Chen, Chih
    MATERIALS CHARACTERIZATION, 2022, 194
  • [48] Inline nondestructive internal disorder detection in pear fruit using explainable deep anomaly detection on X-ray images
    Van De Looverbosch, Tim
    He, Jiaqi
    Tempelaere, Astrid
    Kelchtermans, Klaas
    Verboven, Pieter
    Tuytelaars, Tinne
    Sijbers, Jan
    Nicolai, Bart
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2022, 197
  • [49] Steel surface defect detection based on deep learning 3D reconstruction
    Lan H.
    Yu J.-B.
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2023, 57 (03): : 466 - 476+561
  • [50] Contour detection in synthetic bi-planar X-ray images of the scapula: Towards improved 3D reconstruction using deep learning
    Namayega, Catherine
    Malila, Bessie
    Douglas, Tania S.
    Mutsvangwa, Tinashe E. M.
    2020 IEEE 20TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE 2020), 2020, : 303 - 307