Kazi Aminul Islam

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Transfer Learning

Manifold Alignment

Malware Detection

Top Venues

Publications

Sanghoon Lee, Kazi Aminul Islam, Sai Chandana Koganti, Varshini Yaganti, Sai Ramya Sri Mamillapalli, Hannah Vitalos, Drew F. K. Williamson
SN-FPN: Self-Attention Nested Feature Pyramid Network for Digital Pathology Image Segmentation. IEEE Access 12 (2024)
Kazi Aminul Islam, Hongyi Wu, Chunsheng Xin, Rui Ning, Liuwan Zhu, Jiang Li
Sub-Band Backdoor Attack in Remote Sensing Imagery. Algorithms 17 (5) (2024)
Sayyed Farid Ahamed, Kazi Aminul Islam, Sachin Shetty
Targeted Transfer Learning: Leveraging Optimal Transport for Enhanced Knowledge Transfer. ICNC (2024)
Victoria Hill, Richard Zimmerman, Paul Bissett, David Kohler, Blake Schaeffer, Megan M. Coffer, Jiang Li, Kazi Aminul Islam
Impact of Atmospheric Correction on Classification and Quantification of Seagrass Density from WorldView-2 Imagery. Remote. Sens. 15 (19) (2023)
Sumaiya Tasneem, Kazi Aminul Islam
Development of Trustable Deep Learning Model in Remote Sensing through Explainable-AI Method Selection. UEMCON (2023)
Mohammad Shahabuddin, Md Reshad Ul Hoque, Kazi Aminul Islam, Chiman Kwan, David Gribben, Jiang Li
Converting Optical Videos to Infrared Videos Using Attention GAN and Its Impact on Target Detection and Classification Performance. Remote. Sens. 13 (16) (2021)
Daniel Pérez, Kazi Aminul Islam, Victoria Hill, Richard Zimmerman, Blake A. Schaeffer, Yuzhong Shen, Jiang Li
Quantifying Seagrass Distribution in Coastal Water with Deep Learning Models. Remote. Sens. 12 (10) (2020)
Kazi Aminul Islam, Victoria Hill, Blake Schaeffer, Richard Zimmerman, Jiang Li
Semi-supervised Adversarial Domain Adaptation for Seagrass Detection Using Multispectral Images in Coastal Areas. Data Sci. Eng. 5 (2) (2020)
Kazi Aminul Islam, Mohammad Shahabuddin, Chiman Kwan, Jiang Li
Flood Detection Using Multi-Modal and Multi-Temporal Images: A Comparative Study. Remote. Sens. 12 (15) (2020)
Roland Burks, Kazi Aminul Islam, Yan Lu, Jiang Li
Data Augmentation with Generative Models for Improved Malware Detection: A Comparative Study. UEMCON (2019)
Debrup Banerjee, Kazi Aminul Islam, Keyi Xue, Gang Mei, Lemin Xiao, Guangfan Zhang, Roger Xu, Cai Lei, Shuiwang Ji, Jiang Li
A deep transfer learning approach for improved post-traumatic stress disorder diagnosis. Knowl. Inf. Syst. 60 (3) (2019)
Kazi Aminul Islam, Victoria Hill, Blake A. Schaeffer, Richard Zimmerman, Jiang Li
Semi-Supervised Adversarial Domain Adaptation for Seagrass Detection in Multispectral Images. ICDM (2019)
Kazi Aminul Islam, Daniel Pérez, Victoria Hill, Blake Schaeffer, Richard Zimmerman, Jiang Li
Seagrass Detection in Coastal Water Through Deep Capsule Networks. PRCV (2) (2018)
Daniel Pérez, Kazi Aminul Islam, Victoria Hill, Richard Zimmerman, Blake Schaeffer, Jiang Li
DeepCoast: Quantifying Seagrass Distribution in Coastal Water Through Deep Capsule Networks. PRCV (2) (2018)
Kazi Aminul Islam, Daniel Pérez, Jiang Li
A Transfer Learning Approach for the 2018 FEMH Voice Data Challenge. IEEE BigData (2018)
Md Reshad Ul Hoque, Kazi Aminul Islam, Daniel Pérez, Victoria Hill, Blake Schaeffer, Richard Zimmerman, Jiang Li
Seagrass Propeller Scar Detection using Deep Convolutional Neural Network. UEMCON (2018)
Debrup Banerjee, Kazi Aminul Islam, Gang Mei, Lemin Xiao, Guangfan Zhang, Roger Xu, Shuiwang Ji, Jiang Li
A Deep Transfer Learning Approach for Improved Post-Traumatic Stress Disorder Diagnosis. ICDM (2017)