A Study of Dimensionality Reduction in GLCM Feature-Based Classification of Machined Surface Images
G Prasad, VS Gaddale, RC Kamath… - Arabian Journal for …, 2024 - Springer
The surfaces produced by the machining process are sensitive to the type of machining
process and the conditions under which it is performed. Thus, surface texture identification is …
process and the conditions under which it is performed. Thus, surface texture identification is …
Comparative study on classification of machined surfaces using ML techniques applied to GLCM based image features
The identification of the machined surface texture is very crucial in modern manufacturing
industries. The surface texture analysis using machine vision, image processing, and …
industries. The surface texture analysis using machine vision, image processing, and …
Quality Assessment of Selective Laser Melting Components Using Quantitative Ultrasound Measurements and Image Texture Analysis
CH Lin, CJ Lin, SH Wang - IEEE Access, 2024 - ieeexplore.ieee.org
Successful production of metallic selective laser melting components requires a quality
assurance process that can effectively and nondestructively assess internal defects …
assurance process that can effectively and nondestructively assess internal defects …
[PDF][PDF] Enhancing GLCM-Based Feature Extraction for THT Solder Joint Inspection through Log Polar Transformation.
EP Aribowo, AJ Santoso - … Journal of Intelligent Engineering & Systems, 2024 - inass.org
Quality inspection of solder connections in electronic circuit manufacturing is commonly
performed using automatic optical inspection (AOI) technology. The utilization of deep …
performed using automatic optical inspection (AOI) technology. The utilization of deep …