A review of machine learning for the optimization of production processes

D Weichert, P Link, A Stoll, S Rüping… - … International Journal of …, 2019 - Springer
Due to the advances in the digitalization process of the manufacturing industry and the
resulting available data, there is tremendous progress and large interest in integrating …

A review and analysis of automatic optical inspection and quality monitoring methods in electronics industry

M Abd Al Rahman, A Mousavi - Ieee Access, 2020 - ieeexplore.ieee.org
Electronics industry is one of the fastest evolving, innovative, and most competitive
industries. In order to meet the high consumption demands on electronics components …

Automated visual inspection in the semiconductor industry: A survey

SH Huang, YC Pan - Computers in industry, 2015 - Elsevier
Automated visual inspection is an image-processing technique for quality control and
production line automation. This paper reviews various optical inspection approaches in the …

The interpretive model of manufacturing: a theoretical framework and research agenda for machine learning in manufacturing

A Sharma, Z Zhang, R Rai - International Journal of Production …, 2021 - Taylor & Francis
Manufacturing is undergoing a paradigmatic shift as it assimilates and is transformed by
machine learning and other cognitive technologies. A new paradigm usually necessitates a …

Quality inspection of machined metal parts using an image fusion technique

SS Martínez, CO Vázquez, JG García, JG Ortega - Measurement, 2017 - Elsevier
Suppliers of metallic components with high-precision surfaces are facing a trend towards
zero-defect tolerance regarding their finishing. Because of the lack of standardization and …

A comprehensive review of defect detection in 3C glass components

W Ming, F Shen, X Li, Z Zhang, J Du, Z Chen, Y Cao - Measurement, 2020 - Elsevier
With the development of consumer electronics industry, it is inevitable for the industry to use
machine vision instead of manual inspection. In this paper, the defect detection of 3C glass …

[图书][B] Discrete cosine transform

H Ochoa-Dominguez, KR Rao - 2019 - taylorfrancis.com
Many new DCT-like transforms have been proposed since the first edition of this book. For
example, the integer DCT that yields integer transform coefficients, the directional DCT to …

Identifying and visualizing technology evolution: A case study of smart grid technology

SH Chen, MH Huang, DZ Chen - Technological Forecasting and Social …, 2012 - Elsevier
This paper attempts to illustrate the technology evolution for describing the emergence,
development, or demise of a technology field. The basic idea is to divide a technology field …

Automatic optical inspection system for IC molding surface

SH Chen, DB Perng - Journal of Intelligent Manufacturing, 2016 - Springer
Success or failure of an IC product hinges on the quality of molding process which protects
chips from the harm done by external force and moisture. Defects such as cracks …

Morphology-based defect detection in machined surfaces with circular tool-mark patterns

DM Tsai, DER Molina - Measurement, 2019 - Elsevier
This paper presents a machine vison method based on mathematical morphology for defect
detection in machined surfaces that contain circular tool-marks. The traditional morphology …