Praneeth Chandran

An Investigation of Railway Fastener Detection Using Image Processing and Augmented Deep Learning

Praneeth Chandran, Johnny Asber, Florian Thiery et al. · Sustainability · 2021 · 44 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +13

Train-based differential eddy current sensor system for rail fastener detection

Praneeth Chandran, Matti Rantatalo, Johan Odelius et al. · Measurement Science and Technology · 2019 · 32 citations · Full text

Railway Traffic, Visual Inspection, Electrical Engineering +10

Supervised Machine Learning Approach for Detecting Missing Clamps in Rail Fastening System from Differential Eddy Current Measurements

Praneeth Chandran, Florian Thierry, Johan Odelius et al. · Applied Sciences · 2021 · 29 citations · Full text

Railway Traffic, Optical Eddy Current, Electrical Engineering +10

Unsupervised Machine Learning for Missing Clamp Detection from an In-Service Train Using Differential Eddy Current Sensor

Praneeth Chandran, Florian Thiery, Johan Odelius et al. · Sustainability · 2022 · 16 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +16

Squat Detection of Railway Switches and Crossings Using Wavelets and Isolation Forest

Yang Zuo, Florian Thiery, Praneeth Chandran et al. · Sensors · 2022 · 12 citations · Full text