3 papers
cs.CV2026
RBMatch: Dual-Level Class Rebalancing for Semi-Supervised Building Footprint Extraction
Akil Ahmad Taki, Shaikh Anowarul Fattah
Accurate building footprint extraction from high-resolution remote sensing imagery is essential for urban planning, disaster response, and environmental monitoring. However, obtain…
cs.CV2025
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…