CONTACT INFO

6th Floor,

Arfa Software Technology Park, Lahore

P (92) 42 35880062

Dr. Mohsen Ali
Assistant Professor
PhD - University of Florida
RESEARCH INTERESTS

Computer Vision and Machine Learning especially in the problems related to affective computing, multi-image cosegmentation, sparse representation and Deep Learning.

biography

Mohsen Ali is a co-founder of Intelligent Machines Lab at ITU and heads Computer Vision Research Group. He received his doctoral degree from the Department of Computer and Information Science and Engineering, the University of Florida in 2014. Previously he received his MSc and MS in Computer Science degrees from Punjab University College of Information Technology and Lahore University of Management Sciences respectively. He is a Fulbright Scholar.

His research interests lie in the areas of Computer Vision and Machine Learning, specifically Deep Learning and sparse representation. Some of the research problems he is pursuing are satellite/aerial imagery analysis (research page), affective computing (research page) and multi-image co-segmentation.

Teaching
Spring 2017: Deep Learning
Fall 2016: Computer Vision Fundamentals
Spring 2016: Advance Topics in Computer Vision
Fall 2015: Computer Vision

High-Level Concepts for Affective Understanding of Images
Afsheen Rafaqat Ali, Usman Shahid, Mohsen Ali and Jeffrey Ho, IEEE Winter Conference on Applications of Computer Vision, 2017
[ PDF | Project page ]

Deconstructing Binary Classifiers in Computer Vision
Mohsen Ali and Jeffrey Ho, Asian Conference on Computer Vision, 2014
[ PDF | Project page ]

Deconstructing Kernel Machines
Mohsen Ali, Muhammad Rushdi, and Jeffrey Ho, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2014
[ PDF | Project page ]

Affine-Constrained Group Sparse Coding and Its Application to Image-Based Classification
Mohsen Ali, Yu-Tseh Chi, Muhammad Rushdi, and Jeffrey Ho
Proceedings of IEEE International Conference on Computer Vision (ICCV 2013)

Block and Group Regularized Sparse Modeling for Dictionary Learning
Yu-Tseh Chi, Mohsen Ali, Ajit Rajwade, and Jeffrey Ho
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013)

Color De-Rendering using Coupled Dictionary Learning
Muhammad Rushdi, Mohsen Ali, Jeffrey Ho
20th IEEE International Conference on Image Processing (ICIP) 2013

  • Fulbright Scholar for PhD
  • Dean's Honor List at LUMS
  • Secured top position in PGD and MSc at PU
  • Awarded full scholarship to pursue MSc studies at PU