Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Welcome to My Blog
Published:
A brief introduction to what I’ll be writing about on this blog.
portfolio
Hand gesture recognition with RGB camera
Published:
Developed during the internship at Indian Statistical Institute, Kolkata.
DoNothrow
Published:
A webservice for smart city built with Node.js and REST APIs.
Lectect: E-commerce website
Published:
Online book store developed during web development class at POLIMI.
Ranky: Cross-platform mobile application
Published:
Official mobile app for International Olympiad in Informatics.
Rob the dancing robot
Published:
The robot is developed during the Robotics and Design course at Politecnico Di Milano.
Multiplayer computer game: Dumb and Drunk
Published:
Multiplayer computer game developed using Unity for game design class at POLIMI.
Data Science and Machine Learning projects
Published:
Projects developed during the UniCredit internship including OCR, NLP, and document classification.
Master thesis
Published:
Human activity and emotion recognition from RGB videos using deep learning.
Gesture recognition for wearable devices
Published:
Gesture recognition using machine learning for wearable motion controller.
Biomechanics Capture
Published:
Deep learning based biomechanics capture for real-time 3D tracking and reconstruction.
Human Generation and Pose Estimation
Published:
An AI-powered toolkit combining Stable Diffusion XL inpainting with MediaPipe pose estimation.
Free SVG Cropper Tool
Published:
A powerful, free web-based tool for cropping and extracting specific icons or areas from SVG files.
publications
RGB-D Neural Radiance Fields: Local Sampling for Faster Training
Published in EuroGraphics 2022, 2022
Neural Radiance Fields, RGB-D, Depth-guided sampling, Faster training
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, Depth estimation
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
Neural Radiance Fields, Probabilistic modeling, Uncertainty estimation, 3D reconstruction
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 CVPR 2024, 2024
Neural Radiance Fields, Human modeling, Computer Vision
Recommended citation: Dey, Arnab, et al. "GHNeRF: Learning Generalizable Human Features with Efficient Neural Radiance Fields." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2024. https://openaccess.thecvf.com/content/CVPR2024/papers/Dey_GHNeRF_Learning_Generalizable_Human_Features_with_Efficient_Neural_Radiance_Fields_CVPR_2024_paper.pdf
HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields
Published in IEEE CAI 2024, 2024
Neural Radiance Fields, Biomechanics, Human modeling, AR/VR
Recommended citation: A. Dey, D. Yang, A. Dantcheva, J. Martinet, "HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields," 2024 IEEE Conference on Artificial Intelligence (CAI), Singapore, 2024. https://ieeexplore.ieee.org/abstract/document/10605269/
DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields
Published in CVPR 2024, 2024
Dataset, Neural Fields, Immersive visualization
Recommended citation: Lu, Cheng-You, et al. "DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2024. https://openaccess.thecvf.com/content/CVPR2024/papers/Lu_DiVa-360_The_Dynamic_Visual_Dataset_for_Immersive_Neural_Fields_CVPR_2024_paper.pdf
HFGaussian: Human gaussian with biomechanics features
Published in IEEE Transactions on Artificial Intelligence, 2025
Human digitization, 3D Gaussian Splatting, Biomechanics
Recommended citation: Arnab Dey, Cheng-You Lu, Andrew I. Comport, Srinath Sridhar, and Jean Martinet. "HFGaussian: Human gaussian with biomechanics features". IEEE Transactions on Artificial Intelligence (2025). https://doi.org/10.1109/TAI.2025.3644324
talks
teaching
3D Machine Vision
Master course, University Cote d'Azur, 2021