Factory Investigation of Surface Defects in Optical Components Based on
In response to the challenge of detecting nanoscale defects on optical component surfaces, we propose a method for
Factory Enhancing machine vision-based optical module housing defect
The optical modules are core components in fiber optic communication systems, primarily responsible for converting
Factory (PDF) A Four-Stage Product Appearance Defect Detection Method
Therefore, this paper proposes a four-stage appearance defect detection model: contrast enhancement, segmentation,
Factory Semiconductor Inspection
To help counter such effects, inspection tools for sub-100 nm defect detection employ highly sophisticated optical spatial filtering,
Factory Enhancing machine vision-based optical module housing defect
Article information Abstract In surface quality inspection of optical module housings, deep learning-based automated
Factory (PDF) A Review and Analysis of Automatic Optical
In this review the defects of the commonly inspected electronic components, such as semiconductor wafers, flat panel
Factory A Four-Stage Product Appearance Defect Detection Method With
With the automation of industrial production, appearance defect detection based on machine vision plays an important
Factory Product inspection | Hamamatsu Photonics
Within semiconductor product inspection, explore advanced techniques for defect detection and fault location. Learn about
Factory Optical design for 3D detection of surface defects on ultra-precision
Abstract With the growing demand for ultra-precision curved optical element applications, the requirements for element
Factory Simulation and detection of surface defects of optical components
Abstract Surface defect detection is the key to assessing the quality of optical surfaces. Traditional geometric optics
Factory Research on Machine Vision Optical Component Surface Defect
This paper discusses using machine vision technology to identify defects on the surface of optical components and
Factory Defect Detection Method for Large-Curvature and Highly
This study proposes the MF-YOLOv11 detection model to address the challenges of diverse defect morphologies,
Factory (PDF) A Review and Analysis of Automatic Optical
A. M. Abu Ebayyeh, A. Mousavi: Review and Analysis of Automatic Optical Inspection and Quality Monitoring Methods
Factory Optical wafer defect inspection at the 10 nm technology node
Very recently, the combination of conventional optical defect inspection with emerging techniques such as nanophotonics, optical
Factory Real-time edge AI inspection for subtle defects in transparent optical
This study presents a real-time edge-based inspection system for detecting subtle defects including black spot
Factory Product appearance detection based on visual keywords matching
Based on the characteristics of defects, this paper uses visual keywords to describe defects, and proposes an algorithm
Factory Solution for 3C product appearance AOI/AVI
Solution Features Optical+Algorithm Solution Independent intellectual property micro level high-precision high-speed optical imaging
Factory Defect analysis and performance evaluation of photovoltaic modules
Abstract This paper presents a defect analysis and performance evaluation of photovoltaic (PV) modules using
Factory Surface defect size measurement of planar optical components based
This article independently constructed a planar optical component surface defect imaging system, collected six types of
Factory Failure analysis on silicon semiconductor device materials: optical and
Laboratory based failure analysis using microscopic techniques are notable among the existing modern defect
Factory Deep-Learning-Enabled Automatic Optical Inspection for Module
Liquid crystal display (LCD) defects detection on module level is increasingly important for flat-panel displays (FPD)
Factory Full article: A more reliable defect detection and performance
The approach accurately detects appearance defects on display panels in various sizes and shapes within a short
Factory 2026 Complete Guide to Optical Module Visual Inspection Equipment
This 2026 industry-leading guide explains core definitions, working workflows, performance benchmarks, and ROI calculation of
Factory Appearance Inspection (Foreign Particles, Flaws, Defects)
This page describes applications of image processing that improve inspection for foreign particles, flaws and defects, and introduces
Factory Review A review of automated solar photovoltaic defect detection
In this paper, data analysis methods for solar cell defect detection are categorised into two forms: 1) IBTs, which
Factory Surface defect size measurement of planar optical components based
Abstract Surface defects on optical components can affect their performance, the accurate segmentation and
Factory Defect Prediction in CWDM Optical Modules Using Multimodal Learning
The proposed approach represents a scalable and efficient solution for automated quality control in optical module
Factory An automated optical inspection (AOI) platform for three-dimensional
Abstract With the widespread deployment of wavelength division multiplexing (WDM), optical transceivers increasingly