2 citations · 2 across the 3 of their papers we have counts for
3 papers · 1 filter
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,…
Multispectral Object Detection with Deep Learning
Md Osman Gani, Somenath Kuiry, Alaka Das +2
Object detection in natural scenes can be a challenging task. In many real-life situations, the visible spectrum is not suitable for traditional computer vision tasks. Moving outsi…
EDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to Improve Semantic Image Segmentation
Somenath Kuiry, Nibaran Das, Alaka Das +1
In the literature, many fusion techniques are registered for the segmentation of images, but they primarily focus on observed output or belief score or probability score of the out…