Integrated model of BP neural network and CNN algorithm for automatic wear debris classification

Shuo Wang, Tonghai Wu, Taihua Shao, +1

Wear

Image AnalysisMachine LearningEngineeringPattern RecognitionWear Modelling +4

The genome of jojoba ( <i>Simmondsia chinensis</i> ): A taxonomically isolated species that directs wax ester accumulation in its seeds

Drew Sturtevant, Shaoping Lu, Zhi-Wei Zhou, +19

Science Advances

Three-dimensional reconstruction of wear particle surface based on photometric stereo

Shuo Wang, Tonghai Wu, Lingfeng Yang, +2

Measurement

Geometric ModelingWear TestingNatural SciencesWear PreventionWear Modelling +5

Oxidation wear monitoring based on the color extraction of on-line wear debris

Yeping Peng, Tonghai Wu, Shuo Wang, +1

Wear

Color ExtractionChemical EngineeringEngineeringWear TestingCorrosion +7

Motion-Blurred Particle Image Restoration for On-Line Wear Monitoring

Yeping Peng, Tonghai Wu, Shuo Wang, +2

Sensors

DeblurringOn-line Wear MonitoringMotion DetectionMachine VisionImage Analysis +10

3-D Particle Surface Reconstruction From Multiview 2-D Images With Structure From Motion and Shape From Shading (January 2020)

Shuo Wang, Tonghai Wu, Kunpeng Wang, +3

IEEE Transactions on Industrial Electronics

EngineeringGeometryMicroscopyMechanical EngineeringShape From Shading +23

Optimized CNN model for identifying similar 3D wear particles in few samples

Shuo Wang, Tonghai Wu, Peng Zheng, +1

Wear

Convolutional Neural NetworkMachine VisionMachine LearningImage AnalysisEngineering +7

Morphological Feature Extraction Based on Multiview Images for Wear Debris Analysis in On-line Fluid Monitoring

Tonghai Wu, Yeping Peng, Shuo Wang, +3

Tribology Transactions

EngineeringFeature DetectionWearable TechnologyFeature ExtractionWear Particles +16

Modeling Wear State Evolution Using Real-Time Wear Debris Features

Shuo Wang, Tonghai Wu, Hongkun Wu, +1

Tribology Transactions

Condition MonitoringEngineeringWear TestingIndustrial EngineeringMechanics +13

Ferrograph Analysis With Improved Particle Segmentation and Classification Methods

Shuo Wang, Tonghai Wu, Kunpeng Wang, +1

Journal of Computing and Information Science in Engineering

EngineeringMachine LearningFeature DetectionMicroscopyMechanical Engineering +17