Mustafa Gül

Statistical pattern recognition for Structural Health Monitoring using time series modeling: Theory and experimental verifications

Mustafa Gül, F. Necati Çatbaş · Mechanical Systems and Signal Processing · 2009 · 295 citations

Condition Monitoring, Time Series Modeling, Engineering +10

A cost effective solution for pavement crack inspection using cameras and deep neural networks

Qipei Mei, Mustafa Gül · Construction and Building Materials · 2020 · 229 citations

Image Classification, Deep Neural Networks, Machine Vision +13

Densely connected deep neural network considering connectivity of pixels for automatic crack detection

Qipei Mei, Mustafa Gül, Riasat Azim · Automation in Construction · 2019 · 175 citations

Convolutional Neural Network, Image Analysis, Machine Learning +7

Structural health monitoring and damage assessment using a novel time series analysis methodology with sensor clustering

Mustafa Gül, F. Necati Çatbaş · Journal of Sound and Vibration · 2010 · 165 citations

Condition Monitoring, Damage Mechanism, Engineering +9

Indirect health monitoring of bridges using Mel-frequency cepstral coefficients and principal component analysis

Qipei Mei, Mustafa Gül, Marcus Boay · Mechanical Systems and Signal Processing · 2018 · 157 citations

Bridge Design, Engineering, Indirect Health Monitoring +10