3 papers
cs.CV2026
HiRo: A Compact Four-Directional Hierarchical Reservoir Token-Mixer for Efficient Image Classification
Md Farhadul Islam, Ishan Thakkar, J. Todd Hastings
Recent image classification models must balance local feature modeling, cross-window interaction, and parameter efficiency. Many high-performing architectures rely on fully trainab…
cs.CV2025
A Comparative Performance Analysis of Classification and Segmentation Models on Bangladeshi Pothole Dataset
Antara Firoz Parsa, S. M. Abdullah, Anika Hasan Talukder +4
The study involves a comprehensive performance analysis of popular classification and segmentation models, applied over a Bangladeshi pothole dataset, being developed by the author…
eess.IV2024
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation
Md. Farhadul Islam, Sarah Zabeen, Meem Arafat Manab +7
The majority of medical images, especially those that resemble cells, have similar characteristics. These images, which occur in a variety of shapes, often show abnormalities in th…