A lightweight detector based on attention mechanism for aluminum strip surface defect detection

Mask Gradient Response-Based Threshold Segmentation for Surface Defect Detection of Milled Aluminum Ingot

(2020) Ying Liang et al.   SENSORS

Research on Recognition Technology of Aluminum Profile Surface Defects Based on Deep Learning

(2019) Ruofeng Wei et al.   Materials

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

An End-to-End Steel Surface Defect Detection Approach via Fusing Multiple Hierarchical Features

(2019) Yu He et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A Multilevel Information Fusion-Based Deep Learning Method for Vision-Based Defect Recognition

(2019) Yiping Gao et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Application of RNAMlet to surface defect identification of steels

(2018) Ke Xu et al.   OPTICS AND LASERS IN ENGINEERING

A Generic Deep-Learning-Based Approach for Automated Surface Inspection

(2018) Ruoxu Ren et al.   IEEE Transactions on Cybernetics

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

An Algorithm for Surface Defect Identification of Steel Plates Based on Genetic Algorithm and Extreme Learning Machine

(2017) Siyang Tian et al.   Metals

Genetic algorithm and mathematical morphology based binarization method for strip steel defect image with non-uniform illumination

(2016) Maofu Liu et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Defect detection in aluminum foil by measurement-residual-based chi-square detector

(2010) Ming Zhai et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY