127 citations · 612 across the 35 of their papers we have counts for
40 papers
Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images
Somenath Kuiry, Alaka Das, Mita Nasipuri +1
Deep Learning, particularly Convolutional Neural Networks (CNN), has been successful in computer vision tasks and medical image analysis. However, modern CNNs can be overconfident,…
COVID-CT-H-UNet: a novel COVID-19 CT segmentation network based on attention mechanism and Bi-category Hybrid loss
Anay Panja, Somenath Kuiry, Alaka Das +2
Since 2019, the global COVID-19 outbreak has emerged as a crucial focus in healthcare research. Although RT-PCR stands as the primary method for COVID-19 detection, its extended de…
ULGss: A Strategy to construct a Library of Universal Logic Gates for -variable Boolean Logic beyond NAND and NOR
Aadarsh G. Goenka, Shyamali Mitra, Mrinal K. Naskar +1
In literature, NAND and NOR are two logic gates that display functional completeness, hence regarded as Universal gates. So, the present effort is focused on exploring a library of…
Variational Augmentation for Enhancing Historical Document Image Binarization
Avirup Dey, Nibaran Das, Mita Nasipuri
Historical Document Image Binarization is a well-known segmentation problem in image processing. Despite ubiquity, traditional thresholding algorithms achieved limited success on s…
Testable Designs of Toffoli Fredkin Reversible Circuits
Hari Mohan Gaur, Ashutosh Kumar Singh, Umesh Ghanekar
Loss of every bit in traditional logic circuits involves dissipation of power in the form of heat that evolve to the environment. Reversible logic is one of the alternatives that h…
A distillation based approach for the diagnosis of diseases
Hmrishav Bandyopadhyay, Shuvayan Ghosh Dastidar, Bisakh Mondal +2
Presently, Covid-19 is a serious threat to the world at large. Efforts are being made to reduce disease screening times and in the development of a vaccine to resist this disease,…