Deep learning-based conductive particle inspection for TFT-LCDs inspired by parametric space envelope

Topological structure and COVID-19 related risk propagation in TFT-LCD supply networks

(2022) Xiongping Yue et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

A Hybrid Method of Frequency and Spatial Domain Techniques for TFT-LCD Circuits Defect Detection

(2022) Yan Xia et al.   IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

Explainable AI for domain experts: a post Hoc analysis of deep learning for defect classification of TFT–LCD panels

(2021) Minyoung Lee et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Applications of artificial intelligence in engineering and manufacturing: a systematic review

(2021) Isaac Kofi Nti et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Stretchable anisotropic conductive film (S-ACF) for electrical interfacing in high-resolution stretchable circuits

(2021) Hyejin Hwang et al.   Science Advances

Pitfalls and protocols of data science in manufacturing practice

(2020) Chia-Yen Lee et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Uneven illumination correction of digital images: A survey of the state-of-the-art

(2019) Nilanjan Dey   OPTIK

Conductive particle detection via deep learning for ACF bonding in TFT-LCD manufacturing

(2019) Eryun Liu et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Effective automatic defect classification process based on CNN with stacking ensemble model for TFT-LCD panel

(2019) Myeongso Kim et al.   JOURNAL OF INTELLIGENT MANUFACTURING

A Novel Geometric Tolerance Modeling Inspired by Parametric Space Envelope

(2018) Chen Luo et al.   IEEE Transactions on Automation Science and Engineering

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Accurate AOI inspection of resistance in LCD Anisotropic Conductive Film bonding using differential interference contrast

(2017) Guangming Ni et al.   OPTIK

Automated optical inspection of liquid crystal display anisotropic conductive film bonding

(2016) Guangming Ni et al.   OPTICAL ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE

Particle on Bump (POB) technique for ultra-fine pitch chip on glass (COG) applications by conductive particles and adhesives

(2014) Lei Jia et al.   MICROELECTRONICS RELIABILITY

ACF-COG interconnection conductivity inspection system using conductive area

(2012) Xinjun Sheng et al.   MICROELECTRONICS RELIABILITY

An Automatic Inspection Method for the Fracture Conditions of Anisotropic Conductive Film in the TFT-LCD Assembly Process

(2011) Chern-Sheng Lin et al.   International Journal of Optomechatronics

The Unreasonable Effectiveness of Data

(2009) Alon Halevy et al.   IEEE INTELLIGENT SYSTEMS