6 citations · 13 across the 7 of their papers we have counts for
7 papers
Visual Analytics for Explainable and Trustworthy Artificial Intelligence
Angelos Chatzimparmpas
Our society increasingly depends on intelligent systems to solve complex problems, ranging from recommender systems suggesting the next movie to watch to AI models assisting in med…
Efficient Neural Representation of Volumetric Data using Coordinate-Based Networks
Sudarshan Devkota, Sumanta Pattanaik
In this paper, we propose an efficient approach for the compression and representation of volumetric data utilizing coordinate-based networks and multi-resolution hash encoding. Ef…
Reference Based Color Transfer for Medical Volume Rendering
Sudarshan Devkota, Summanta Pattanaik
The benefits of medical imaging are enormous. Medical images provide considerable amounts of anatomical information and this facilitates medical practitioners in performing effecti…
Deep Learning based Super-Resolution for Medical Volume Visualization with Direct Volume Rendering
Sudarshan Devkota, Sumanta Pattanaik
Modern-day display systems demand high-quality rendering. However, rendering at higher resolution requires a large number of data samples and is computationally expensive. Recent a…
Interpretable Disentangled Parametrization of Measured BRDF with -VAE
Alexis Benamira, Sachin Shah, Sumanta Pattanaik
Finding a low dimensional parametric representation of measured BRDF remains challenging. Currently available solutions are either not interpretable, or rely on limited analytical…
GPU accelerated computation of Polarized Subsurface BRDF for Flat Particulate Layers
Charly Collin, Sumanta Pattanaik
BRDF of most real world materials has two components, the surface BRDF due to the light reflecting at the surface of the material and the subsurface BRDF due to the light entering…
Robust and fully automated segmentation of mandible from CT scans
Neslisah Torosdagli, Denise K. Liberton, Payal Verma +3
Mandible bone segmentation from computed tomography (CT) scans is challenging due to mandible's structural irregularities, complex shape patterns, and lack of contrast in joints. F…