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Ran Zhang
Ran Zhang
Electrical Engineering, The University of British Columbia, Okanagan
Verified email at alumni.ubc.ca - Homepage
Title
Cited by
Cited by
Year
Transfer learning with neural networks for bearing fault diagnosis in changing working conditions
R Zhang, H Tao, L Wu, Y Guan
Ieee Access 5, 14347-14357, 2017
3562017
Fault diagnosis from raw sensor data using deep neural networks considering temporal coherence
R Zhang, Z Peng, L Wu, B Yao, Y Guan
Sensors 17 (3), 549, 2017
1242017
An adaptive deep learning framework for shipping container code localization and recognition
R Zhang, Z Bahrami, T Wang, Z Liu
IEEE Transactions on Instrumentation and Measurement 70, 1-13, 2020
252020
Predictive analytics for building power demand: Day-ahead forecasting and anomaly prediction
J Lin, JA Fernández, R Rayhana, A Zaji, R Zhang, OE Herrera, Z Liu, ...
Energy and Buildings 255, 111670, 2022
172022
WGGAN: A Wavelet-Guided Generative Adversarial Network for Thermal Image Translation
R Zhang, J Bin, Z Liu, E Blasch
Generative Adversarial Networks for Image-to-Image Translation, 2021
172021
A vertical text spotting model for trailer and container codes
R Zhang, Z Bahrami, Z Liu
IEEE Transactions on Instrumentation and Measurement 70, 1-13, 2021
92021
Optimized deep neural network architectures with anchor box optimization for shipping container corrosion inspection
Z Bahrami, R Zhang, R Rayhana, T Wang, Z Liu
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1328-1333, 2020
92020
An end-to-end framework for shipping container corrosion defect inspection
Z Bahrami, R Zhang, T Wang, Z Liu
IEEE Transactions on Instrumentation and Measurement 71, 1-14, 2022
82022
Improved object detection in thermal imaging through context enhancement and information fusion: A case study in autonomous driving
J Bin, R Zhang, S Du, CL Zheng, X Liu, E Blasch, Z Liu
NeurIPS 2021 Workshop on Machine Learning for Autonomous Driving, 1-7, 2021
62021
An HRCR-CNN framework for automated security seal detection on the shipping container
Z Bahrami, R Zhang, R Rayhana, Z Liu
IEEE Transactions on Instrumentation and Measurement 70, 1-13, 2021
62021
An effective method for automated railcar number detection and recognition based on deep learning
R Zhang, Z Bahrami, Z Liu
2021 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE …, 2021
32021
Image translation to enhance IR2VIS image registration
R Zhang, J Bin, Z Liu, E Blasch
2021 SPIE Defense + Commercial Sensing 11733, 30 -- 40, 2021
32021
Classification of bearing data based on deep belief networks
R Zhang, L Wu, X Fu, B Yao
2016 Prognostics and System Health Management Conference (PHM-Chengdu), 1-6, 2016
32016
Deep learning-based framework for shipping container security seal detection
Z Bahrami, R Zhang, R Rayhana, Z Liu
2021 Joint 10th International Conference on Informatics, Electronics …, 2021
12021
A Visual and Textual Information Fusion-based Zero-Shot Framework for Hazardous Material Placard Detection and Recognition
R Zhang, Z Bahrami, K Feng, Z Liu
IEEE Transactions on Artificial Intelligence, 2023
2023
The registration of visible and thermal images through multi-objective optimization
J Bin, H Zhang, Z Bahrami, R Zhang, H Liu, E Blasch, Z Liu
Information Fusion 95, 186-198, 2023
2023
An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery
J Bin, R Zhang, R Wang, Y Cao, Y Zheng, E Blasch, Z Liu
Sensors 22 (19), 7167, 2022
2022
AutoFuse: An Iterative Visible-Infrared Image Fusion Framework Based on Wavelet Autoencoder
J Bin, R Zhang, K Hewage, Z Liu
Proceedings of the 10th International Conference on Computer and …, 2022
2022
Spotting shipping container codes with deep learning methods
R Zhang
University of British Columbia, 2022
2022
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