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Muhammad Aminul Islam
Deep Learning
Computer Vision
Information Fusion
Autonomous Driving
Remote Sensing
About
Muhammad Aminul Islam received his B.Sc. degree from Bangladesh University of Engineering and Technology and Ph.D. from Mississippi State University. Currently, he is an Assistant Professor with the Department of Electrical and Computer Engineering and Computer Science at the University of New Haven, Connecticut, USA. His research interests include deep learning, computer vision, information fusion, autonomous driving, and remote sensing.
Research Performance Summary
2015-2025
Active Research Span
First Recorded Paper
Multi-criteria based learning of the choquet integral using goal programming
Year:
2015
Citations:
5
Venue:
2015 Annual Conference of the North American Fuzzy Information Processing
Latest Recorded Paper
Learning the Hit-or-Miss Transform-Based Morphological Neural Networks
Year:
2025
Citations:
0
Venue:
IEEE Access
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Islam
Anderson
Havens
Research Impact by Period
Papers
1
Citations
0
Avg. Citations / Paper
0
H-Index
0
Papers
11
Citations
116
Avg. Citations / Paper
10.5
H-Index
6
Papers
20
Citations
446
Avg. Citations / Paper
22.3
H-Index
9
Contact and Professional Links
Detected Research Keywords
Learning Choquet Integral
Hit Miss Transform
Off Road Autonomous
Morphological Hit Miss
Miss Transform Neural
Choquet Integral Limited
Integral Limited Training
Limited Training Data
Linear Order Statistic
Hyperspectral Image Processing