Name: Alexey Artemov
Position: Post Doc
E-Mail: alexey.artemov@tum.de
Phone: TBD
Room No: 02.07.039

Bio

Hi! I am Alexey, a postdoc researcher at TUM Visual Computing Lab. Previously to joining TUM, I was a researcher at ADASE laboratory, CDISE Skoltech, advised by Associate Professor Evgeny Burnaev and Adjunct Professor Denis Zorin. I obtained my Ph.D. in 2017 from Institute for Systems Analysis of Russian Academy of Sciences (ISA RAS) under the supervision of Evgeny Burnaev. In 2012—2017, I served as a research engineer at Yandex, the Moscow-based internet giant, where I developed software systems for web search, computer vision, and autonomous driving. See more in my CV.
My research interests include 3D scene and shape reconstruction and digital geometry processing, where I work on improving the geometry processing pipeline with deep learning accelerated algorithms. In 2021, I was honoured to receive the Ilya Segalovich Award for academic advisors.
For more details, please visit my personal webpage at https://artonson.github.io.

Research Interest

3D reconstruction, datasets and frameworks, cad deep learning

Publications

2024

MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
Yawar Siddiqui, Antonio Alliegro, Alexey Artemov, Tatiana Tommasi, Daniele Sirigatti, Vladislav Rosov, Angela Dai, Matthias Nießner
CVPR 2024
MeshGPT creates triangle meshes by autoregressively sampling from a transformer model that has been trained to produce tokens from a learned geometric vocabulary. Our method generates clean, coherent, and compact meshes, characterized by sharp edges and high fidelity.
[video][bibtex][project page]

2020

CAD-Deform: Deformable Fitting of CAD Models to 3D Scans
Vladislav Ishimtsev, Alexey Bokhovkin, Alexey Artemov, Savva Ignatiev, Matthias Nießner, Denis Zorin, Evgeny Burnaev
ECCV 2020
We propose CAD-Deform, a method which obtains more accurate CAD-to-scan fits by non-rigidly deforming retrieved CAD models.
[code][bibtex][project page]