M. Waqar Akram

CNN based automatic detection of photovoltaic cell defects in electroluminescence images

M. Waqar Akram, Guiqiang Li, Yi Jin et al. · Energy · 2019 · 302 citations

Electrical Engineering, Cell Detection, Image Analysis +8

Automatic detection of photovoltaic module defects in infrared images with isolated and develop-model transfer deep learning

M. Waqar Akram, Guiqiang Li, Yi Jin et al. · Solar Energy · 2020 · 228 citations

Convolutional Neural Network, Image Classification, Image Analysis +10

Facial expression recognition with convolutional neural networks via a new face cropping and rotation strategy

Kuan Li, Yi Jin, M. Waqar Akram et al. · The Visual Computer · 2019 · 145 citations

Face Detection, Facial Recognition System, Image Analysis +12

Improved outdoor thermography and processing of infrared images for defect detection in PV modules

M. Waqar Akram, Guiqiang Li, Yi Jin et al. · Solar Energy · 2019 · 90 citations

Electrical Engineering, Engineering, Thermography +11

An Adaptive Anti-Noise Neural Network for Bearing Fault Diagnosis Under Noise and Varying Load Conditions

Guoqiang Jin, Tianyi Zhu, M. Waqar Akram et al. · IEEE Access · 2020 · 84 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +17