This repository contains summaries and keypoints of articles, which I have read in learning 3D computer vision. The documents are grouped by task, the article is solving, if the articles allows to solve multiple problems it was added to the task, where I met the article.
| Read / Notes | Title & Author | Year | Paper | Notes |
|---|---|---|---|---|
| 18.11.23 | Eigen et al. - Depth Map Prediction from a Single Image using a Multi-Scale Deep Network | 2014 | Arxiv | Notes |
| 19.11.23 | Ren´e Ranftl et al. - Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer | 2020 | Arxiv | Notes |
| 20.11.23 | Rohit Girdhar et al. - Learning a Predictable and Generative Vector Representation for Objects | 2016 | Arxiv | Notes |
| 21.11.23 | Lars Mescheder et al. - Occupancy Networks: Learning 3D Reconstruction in Function Space | 2019 | Arxiv | Notes |
| 23.11.23 | Thibault Groueix et al. - AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation | 2018 | Arxiv | Notes |
| 24.11.23 | Haozhe Xie et al. - Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images | 2019 | Arxiv | Notes |
| 25.11.23 | Nanyang Wang et al. - Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images | 2018 | Arxiv | Notes |
| 25.11.23 | Haoqiang Fan et al. - A Point Set Generation Network for 3D Object Reconstruction from a Single Image | 2016 | Arxiv | Notes |
| 06.01.24 | Tinghui Zhou et al. - Unsupervised Learning of Depth and Ego-Motion from Video | 2017 | Arxiv |