A novel fault classification feature extraction method for rolling bearing based on multi-sensor fusion technology and EB-1D-TP encoding algorithm

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.1K citations

Local Binary Patterns, Image Classification, Machine Vision +13

Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions

Xiaoyang Tan, Bill Triggs · IEEE Transactions on Image Processing · 2010 · 2.8K citations · Full text

Engineering, Feature Detection, Machine Learning +16

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

Siyu Shao, Stephen McAleer, Ruqiang Yan et al. · IEEE Transactions on Industrial Informatics · 2018 · 1.5K citations

Fault Diagnosis, Engineering, Machine Learning +12

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

Yaguo Lei, Feng Jia, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.2K citations

Fault Diagnosis, Engineering, Machine Learning +16

A novel adversarial learning framework in deep convolutional neural network for intelligent diagnosis of mechanical faults

Te Han, Chao Liu, Wenguang Yang et al. · Knowledge-Based Systems · 2018 · 463 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +10