341 citations · 617 across the 6 of their papers we have counts for
5 papers · 1 filter
Automatic 3D Point Set Reconstruction from Stereo Laparoscopic Images using Deep Neural Networks
Balint Antal
In this paper, an automatic approach to predict 3D coordinates from stereo laparoscopic images is presented. The approach maps a vector of pixel intensities to 3D coordinates throu…
A Two-phase Decision Support Framework for the Automatic Screening of Digital Fundus Images
Balint Antal, Andras Hajdu, Zsuzsanna Maros-Szabo +3
In this paper we give a brief review on the present status of automated detection systems describe for the screening of diabetic retinopathy. We further detail an enhanced detectio…
An Ensemble-based System for Microaneurysm Detection and Diabetic Retinopathy Grading
Balint Antal, Andras Hajdu
Reliable microaneurysm detection in digital fundus images is still an open issue in medical image processing. We propose an ensemble-based framework to improve microaneurysm detect…
An ensemble-based system for automatic screening of diabetic retinopathy
Balint Antal, Andras Hajdu
In this paper, an ensemble-based method for the screening of diabetic retinopathy (DR) is proposed. This approach is based on features extracted from the output of several retinal…
An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation
Balint Antal, Bence Remenyik, Andras Hajdu
In this paper, we propose an approach to the unsupervised segmentation of images using Markov Random Field. The proposed approach is based on the idea of Bit Plane Slicing. We use…