Dr. Muhammad Asif

Assistant Professor

PHD Software Engineering, Beijing Institute of Technology, China

  • muhammad.asif@newitu2.itu.edu.pk

RESEARCH INTERESTS

Image processing (Image Segmentation, Image Classification, Reflection Detection, Image Enhancement), Deep Learning, Machine Learning, Generative Adversarial Network

Biography

Dr. Muhammad Asif has completed his Postdoctoral fellowship at Emory University in Atlanta, Georgia, USA. He holds a Ph.D. from the Beijing Institute of Technology (BIT), China, and a Master’s degree (MS) from the National University of Science and Technology (NUST), Pakistan. Additionally, he has previous teaching experience at the National Textile University (NTU) in Faisalabad, Pakistan.

  • M. Asif et al., Transfer learning Approach for Multiclass Classification of Alzheimer Diseases Using MRI Images, Frontier of Neuroscience, Brain Imaging Method (5.152) (2023).
  • M. Asif et al., Analysis of grape Leaf Disease by using Deep Convolutional Neural Network. Agric. Sci. J. 5(1): 25-36 (2023).
  • M. Asif, L. Chen, H. Song, J. Yang, and AF. Frangi, ‘An automatic framework for endoscopic image restoration and enhancement’. Springer Journal of Applied Intelligence 51, 1959-1971 (2021) (IF:5.0198). https://doi.org/10.1007/s10489-020-01923-w
  • M. Asif, H. Song, L. Chen, J. Yang, and AF. Frangi, ‘Intrinsic Layer Based Automatic Specular Reflection Detection in Endoscopic Images’. Elsevier Journal of Computers in Biology and Medicine, 128, 104106 (2021) (IF:6.698). https://doi.org/10.1016/j.compbiomed.2020.104106
  • M. Asif, M. Usman Akram, and A. Shaukat, ‘High-Resolution OCT image generation Using Super-Resolution Via Sparse Representation’, 8th Int. Conf. Graph. Image Process. (ICGIP), 2017. (SPIE. Digital Library). https://doi.org/10.1117/12.2266337
  • M. Asif, M. Usman Akram, and A. Shaukat, ‘Generation of Highresolution Medical Images using Super-Resolution via Sparse Representation’, Third Int. Afro-European Conf. Ind. Adv., (AECIA) 2016. (Springer). 10.1007/978-3-319-60834-1_29
  • M. Asif and M. Usman Akram, ‘Relative Smoothness for Image layer separation by Second-order laplacian Filter’, 5th Int. Conf. Inf. Educ. Technol., (ICIET) 2017. (ACM), https://doi.org/10.1145/3029387.3029401

  • Merit Base Scholarship and Certification from University of Agriculture Faisalabad on continuously getting higher grades from 4 semesters.
  • Chinese Government Scholarship (CSC) to pursue Ph.D. in Software Engineering from Beijing Institute of Technology, Beijing, China.