Mihnea-Bogdan Jurca

I'm a research scientist at dotLumen, where I work on equipping assistive technologies for visually impaired persons with navigation technologies using deep learning and computer vision.

I am a first-year PhD student at Vrije Universiteit Brussel and Universitatea Tehnică din Cluj-Napoca. I hold MSc degrees in Computer Vision and Artificial Intelligence, as well as in Applied Computer Science. My research interests focus on novel view synthesis and scene understanding, areas I explored extensively during my master's studies.

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Research

I'm interested in computer vision, image processing, machine learning and deep learning.

RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance Fields
Mihnea-Bogdan Jurca*, Remco Royen*, Ion Giosan, Adrian Munteanu
Arxiv, 2024
[ArXiv] [Code] [Project Page]

The first generalizable semantic segmentation method employing Gaussian Splatting. Our method is not only superior in segmentation quality, but also achieves real-time performance of 27 FPS, marking an astonishing 901 times speedup compared to the SOTA.

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