Summary
Academic Background
PhD
(Machine Learning) Donghua University, Shanghai
September 01, 2016 - March 20, 2023
Honours and Awards
Publications
Tensor ring with alternative change mask for multitemporal hyperspectral image change detection
December 01, 2022
Muhammad Sohail, Zhao Chen, Guohua Liu,
Pattern Recognition Letters - Volume 164, Pages 46-52
Multiscale spectral-spatial feature learning for hyperspectral image classification
September 01, 2022
Muhammad Sohail, Zhao Chen, Bin Yang, Guohua Liu,
Displays - Volume 74, Article Number 102278
Unsupervised and Self-Supervised Tensor Train for Change Detection in Multitemporal Hyperspectral Images
May 06, 2022
Muhammad Sohail, Haonan Wu, Zhao Chen, Guohua Liu,
Electronics - Volume 11, Issue 9, Article Number 1486
Conferences
Fire Classification Using Attention-Based Deep-CNN in Digital Images
May 08, 2023 - May 10, 2023
Din Sami Ud, Muhammad Sohail, Fang Han, Hayat Shoaib, Hussain Muhammad Ather Iqbal,
2023 10th International Conference on Electrical and Electronics Engineering, ICEEE 2023
A Tensor Train Based Change Detection Method for Multitemporal Hyperspectral Images
July 28, 2021 - July 30, 2021
Muhammad Sohail, Zhao Chen, Guohua Liu , Zhao Chen, Guohua Liu,
2021 3rd International Conference on Pattern Recognition and Intelligent Systems
Low-rank matrix decomposition with a spectral-spatial regularization for change detection in hyperspectral imagery
May 18, 2017 - May 21, 2017
Muhammad Sohail, Zhao Chen, Bin Wang,
2017 - International Workshop on Remote Sensing with Intelligent Processing, Proceedings
Certificate 5 - Structuring Machine Learning Projects
DeepLearning.AI
January 01, 2018 - May 03, 2018
Certification 2 - Convolutional Neural Networks
DeepLearning.AI
November 01, 2017 - June 22, 2018
Certificate 4 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
DeepLearning.AI
September 13, 2017 - April 17, 2018
Certification 1 - Machine Learning
Stanford University Online
August 17, 2017 - March 25, 2018
Certificate 3 -Neural Networks and Deep Learning
DeepLearning.AI
June 15, 2017 - April 07, 2018
Sr.Software Engineer
Virtelligence Inc.
February 01, 2014 - July 31, 2016
Sr. Software Engineer & Team Lead
uTrade Inc.
January 01, 2012 - February 28, 2014
Sr. Software Engineer
Datum Square
September 01, 2010 - January 31, 2012
Sr. Software Engineer
Adaptive Solutions Inc.
July 01, 2005 - December 31, 2009
Web Developer
Softech Media Inc
February 01, 2005 - June 30, 2005
Jr. Software Engineer
Levington Technology Islamabad
February 01, 2004 - January 01, 2005