Online inspection of narrow overlap weld quality using two-stage convolution neural network image recognition

Learning Discriminative Features Via Weights-biased Softmax Loss

(2020) XiaoBin Li et al.   PATTERN RECOGNITION

Hybrid pixel-level concrete crack segmentation and quantification across complex backgrounds using deep learning

(2020) Dongho Kang et al.   AUTOMATION IN CONSTRUCTION

SDDNet: Real-Time Crack Segmentation

(2019) Wooram Choi et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A new approach to oil spill detection that combines deep learning with unmanned aerial vehicles

(2018) Zeyu Jiao et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Defect detection of hot rolled steels with a new object detection framework called classification priority network

(2018) Di He et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Machining vibration states monitoring based on image representation using convolutional neural networks

(2017) Yang Fu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500

(2017) Christopher Krauss et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Long-Term Recurrent Convolutional Networks for Visual Recognition and Description

(2017) Jeff Donahue et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A comparison of two types of neural network for weld quality prediction in small scale resistance spot welding

(2017) Xiaodong Wan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Weld defect classification using 1-D LBP feature extraction of ultrasonic signals

(2017) Hongwei Hu et al.   Nondestructive Testing and Evaluation

Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings

(2016) Meng Gan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

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

Wood board image processing based on dual-tree complex wavelet feature selection and compressed sensing

(2015) Yizhuo Zhang et al.   WOOD SCIENCE AND TECHNOLOGY

Failure diagnosis using deep belief learning based health state classification

(2013) Prasanna Tamilselvan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Theoretical analysis of batch and on-line training for gradient descent learning in neural networks

(2009) Takéhiko Nakama   NEUROCOMPUTING