机器视觉表面缺陷检测综述

【实例简介】机器视觉表面缺陷检测综述
【实例截图】

【核心代码】

.
├── surface-defect-detection-master
│   ├── README.md
│   └── paper
│       ├── 2019.01
│       │   ├── A fast and robust convolutional neural network-based defect detection model in product quality control.pdf
│       │   ├── An Unsupervised-Learning-Based Approach for Automated Defect Inspection on Textured Surfaces.pdf
│       │   ├── Automatic_Metallic_Surface_Defect_Detection_and_Re.pdf
│       │   └── Autonomous Structural Visual Inspection Using Region-Based Deep Learning for Detecting Multiple Damage Types.pdf
│       ├── 2019.02
│       │   ├── Deep Active Learning for Civil Infrastructure Defect detection and clssification.pdf
│       │   ├── Defect Detection of Mobile Phone Surface based on convlution nerual networks.pdf
│       │   └── Defects Detection Based on Deep Learning and Transfer Learning.pdf
│       ├── 2019.03
│       │   ├── Surface Defect Saliency of Magnetic Tile.pdf
│       │   ├── The phase only transform for unsupervised surface defect detection.pdf
│       │   └── Tiny surface defect inspection of electronic passive components using discrete cosine transform decomposition and cumulative sum techniques.pdf
│       ├── 2019.04
│       │   ├── Anomaly Detection in Nanofibrous Materials by CNN-Based Self-Similarity..pdf
│       │   ├── Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network .pdf
│       │   └── Automatic Fabric Defect Detection with a Multi-Scale Convolutional Denoising Autoencoder Network Model .pdf
│       ├── 2019.05
│       │   ├── 1.pdf
│       │   ├── 2.pdf
│       │   └── 3.pdf
│       ├── 2019.06
│       │   ├── A Surface Defect Detection Method Based on Positive Samples.pdf
│       │   ├── GANomaly Semi-Supervised Anomaly Detection via Adversarial Training.pdf
│       │   ├── Surface defect classification of steels with a new semi-supervised learning.pdf
│       │   └── YOLO for  steel detection.pdf
│       ├── 2019.10
│       │   ├── A semi-supervised convolutional neural network-based method for steel.pdf
│       │   ├── SDD-CNN Small Data-Driven Convolution Neural Networks for Subtle Roller Defect Inspection.pdf
│       │   └── Segmentation-based deep-learning approach for surface-defect detection.pdf
│       └── 2019.11
│           ├── A High-Efficiency Fully Convolutional Networks for Pixel-Wise Surface Defect Detection.pdf
│           └── Unsupervised fabric defect detection based on a deep convolutional generative adversarial network.pdf
└── 机器视觉表面缺陷检测综述.zip

10 directories, 27 files