Posts by Collection

Biomechanics Capture

Deep learning based biomechanics capture

Data Science and Machine Learning projects

Projects developed during the unicredit internship.

Gesture recognition for wearable devices

Gesture recognition using machine learning for wearable motion controller

Master thesis

Human activity and emotion recognition fromRGB videos using deep learning

Rob the dancing robot

The robot is developed during the Robotics and design course at Politecnico Di Milano.

Multiplayer computer game: Dumb and Drunk

Multiplayer computer game developed using Unity. The game was developed for game design class of POLIMI.

Lectect: E-commerce website

Online book store developed during web development class of POLIMI.

RGB-D Neural Radiance Fields: Local Sampling for Faster Training

Published in EuroGraphics 2022, 2022

Recommended citation: Arnab Dey, Andrew I. Comport. RGB-D Neural Radiance Fields: Local Sampling for Faster Training https://diglib.eg.org/handle/10.2312/egp20221001

Mip-NeRF RGB-D: Depth Assisted Fast Neural Radiance Fields

Published in WSCG 2022, 2022

computer vision, Neural Radiance fields

Recommended citation: Dey, A. and Ahmine, Y. and Comport, A.I., Mip-NeRF RGB-D: Depth Assisted Fast Neural Radiance Fields, Journal of WSCG, Volume 30 pages 34-43. DOI:10.24132/JWSCG.2022.5. https://arxiv.org/pdf/2205.09351.pdf

PNeRF: Probabilistic Neural Scene Representations for Uncertain 3D Visual Mapping

Published in arXiv, 2022

Recommended citation: PNeRF: Probabilistic Neural Scene Representations for Uncertain 3D Visual Mapping. Y Ahmine, A Dey, AI Comport - arXiv preprint arXiv:2209.11677, 2022 https://arxiv.org/pdf/2209.11677.pdf

GHNeRF: Learning Generalizable Human Features with Efficient Neural Radiance Fields

Published in arXiv, 2024

Download here

3D Machine Vision

Master course, University Cote d'Azur, 2021

Github repo