3 papers
cs.CV2025
Rice Leaf Disease Detection: A Comparative Study Between CNN, Transformer and Non-neural Network Architectures
Samia Mehnaz, Md. Touhidul Islam
In nations such as Bangladesh, agriculture plays a vital role in providing livelihoods for a significant portion of the population. Identifying and classifying plant diseases early…
eess.IV2024
Contextual Checkerboard Denoise -- A Novel Neural Network-Based Approach for Classification-Aware OCT Image Denoising
Md. Touhidul Islam, Md. Abtahi M. Chowdhury, Sumaiya Salekin +3
In contrast to non-medical image denoising, where enhancing image clarity is the primary goal, medical image denoising warrants preservation of crucial features without introductio…
cs.AI2024
Ophthalmic Biomarker Detection with Parallel Prediction of Transformer and Convolutional Architecture
Md. Touhidul Islam, Md. Abtahi Majeed Chowdhury, Mahmudul Hasan +2
Ophthalmic diseases represent a significant global health issue, necessitating the use of advanced precise diagnostic tools. Optical Coherence Tomography (OCT) imagery which offers…