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
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Hand gesture recognition with RGB camera
Published:
Developed during the internship at Indian Statistical Institute, Kolkata.
DoNothrow
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A webservice for smart city
Lectect: E-commerce website
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Online book store developed during web development class of POLIMI.
Ranky: Cross-platform mobile application
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Official mobile app for International Olympiad in Informatics
Rob the dancing robot
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The robot is developed during the Robotics and design course at Politecnico Di Milano.
Multiplayer computer game: Dumb and Drunk
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Multiplayer computer game developed using Unity. The game was developed for game design class of POLIMI.
Data Science and Machine Learning projects
Published:
Projects developed during the unicredit internship.
Master thesis
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Human activity and emotion recognition fromRGB videos using deep learning
Gesture recognition for wearable devices
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Gesture recognition using machine learning for wearable motion controller
Biomechanics Capture
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Deep learning based biomechanics capture 
🤖 Human Generation and Pose Estimation
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An AI-powered toolkit combining Stable Diffusion XL inpainting with MediaPipe pose estimation
🎨 Free SVG Cropper Tool
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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
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
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
Recommended citation: Dey, Arnab, et al., "HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields," 2024 IEEE Conference on Artificial Intelligence (CAI), Singapore, Singapore, 2024. #
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 arXiv preprint, 2024
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". arXiv preprint arXiv:2411.03086 (2024). https://doi.org/10.48550/arXiv.2411.03086
talks
teaching
3D Machine Vision
Master course, University Cote d'Azur, 2021