Syeda Nyma Ferdous
PhD Candidate in Computer Engineering
West Virginia University
About
Welcome to my homepage! I am currently a PhD candidate in the Department of Computer Science and Electrical Engineering at West Virginia University , supervised by Dr. Xin Li.
Interests
- Machine Learning, Deep learning, Computer vision, Object detection, Environemental Sustainability, Biometric Identification
Programming Skills
- Platforms: PyTorch, TorchScript, Tensorflow, PyCharm, MATLAB and GIT.
- Languages: Python, Matlab, C, C++
News
Publications
Toward sustainable crop residue management: A deep ensemble learning approach
Bioresource Technology Reports, 2023
Uncertainty Aware Multitask Pyramid Vision Transformer for UAV-Based Object Re-Identification
IEEE International Conference on Image Processing (ICIP), 2022
Super-resolution Guided Pore Detection for Fingerprint Recognition
25th International Conference on Pattern Recognition (ICPR), 2020
Target classification in infrared imagery by cross-spectral synthesis using GAN
SPIE Defense + Commercial Sensing, 2020
Super resolution-assisted deep aerial vehicle detection
SPIE, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications, 2019
A semantic content based recommendation system for cross-lingual news
IEEE International Conference on Imaging, Vision & Pattern Recognition (icIVPR), 2017
Issues in entry creation for an educational institution and searching in semantic web
International Conference on Computer and Information Engineering (ICCIE), 2015
Randomized energy-based AODV protocol for wireless ad-Hoc network
International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2016
Services
Journal reviewer
:IEEE Access, Pattern Recognition