20 citations · 74 across the 9 of their papers we have counts for
9 papers
Towards Ophthalmologist Level Accurate Deep Learning System for OCT Screening and Diagnosis
Mrinal Haloi
In this work, we propose an advanced AI based grading system for OCT images. The proposed system is a very deep fully convolutional attentive classification network trained with en…
Towards Radiologist-Level Accurate Deep Learning System for Pulmonary Screening
Mrinal Haloi, K. Raja Rajalakshmi, Pradeep Walia
In this work, we propose advanced pneumonia and Tuberculosis grading system for X-ray images. The proposed system is a very deep fully convolutional classification network with onl…
Rethinking Convolutional Semantic Segmentation Learning
Mrinal Haloi
Deep convolutional semantic segmentation (DCSS) learning doesn't converge to an optimal local minimum with random parameters initializations; a pre-trained model on the same domain…
Deep Learning: Generalization Requires Deep Compositional Feature Space Design
Mrinal Haloi
Generalization error defines the discriminability and the representation power of a deep model. In this work, we claim that feature space design using deep compositional function p…
A Gaussian Scale Space Approach For Exudates Detection, Classification And Severity Prediction
Mrinal Haloi, Samarendra Dandapat, Rohit Sinha
In the context of Computer Aided Diagnosis system for diabetic retinopathy, we present a novel method for detection of exudates and their classification for disease severity predic…
A Robust Lane Detection and Departure Warning System
Mrinal Haloi, Dinesh Babu Jayagopi
In this work, we have developed a robust lane detection and departure warning technique. Our system is based on single camera sensor. For lane detection a modified Inverse Perspect…