3 papers
cs.CV2026
LOOPE: Learnable Optimal Patch Order in Positional Embeddings for Vision Transformers
Md Abtahi Majeed Chowdhury, Md Rifat Ur Rahman, Akil Ahmad Taki
Positional embeddings (PE) play a crucial role in Vision Transformers (ViTs) by providing spatial information otherwise lost due to the permutation invariant nature of self attenti…
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…