Browse > Article

2차원 영상으로부터 3차원 영상을 모델링하는 기술 동향  

Jo, Hyeong-Rae (서울과학기술대학교)
Park, Gu-Man (서울과학기술대학교)
Publication Information
Broadcasting and Media Magazine / v.26, no.4, 2021 , pp. 23-39 More about this Journal
Keywords
Citations & Related Records
연도 인용수 순위
  • Reference
1 인공지능과 최적설계, https://www.koreascience.or.kr/article/JAKO202017054987861.pdf(Accessed September 26, 2021)
2 딥 러닝 생성 설계의 외계인 스타일, https://medium.com/intuitionmachine/the-alien-look-of-deep-learning-generative-design5c5f871f7d10(Accessed September 26, 2021)
3 Shaoshuai Shi Xiaogang Wang Hongsheng Li, PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, https://arxiv.org/pdf/1812.04244.pdf, arXiv:1812.04244v2[cs.CV] 16, May, 2019
4 Mingyang Jiang,Yiran Wu,Tianqi Zhao,Zelin Zhao, PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation,https://arxiv.org/pdf/1807.00652.pdf, arXiv:1807.00652v2 [cs.CV] 24, Nov, 2018
5 임보트넷(ImVotenet), https://medium.com/codex/imvotenet-paper-review-and-code-analysis-bf103117b32e, (Accessed September 26, 2021)
6 Loic Landrieu,Martin Simonovsky, Universite Paris-Est, LASTIG MATIS IGN, ENSG, Universite Paris-Est, Ecole des Ponts ParisTech,Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs, https://arxiv.org/pdf/1711.09869.pdf, arXiv:1711.09869v2[cs.CV] 28, Mar, 2018
7 Mattia Segu, Margarita Grinvald, Roland Siegwart, Federico Tombari, 3DSNet: Unsupervised Shape-to-Shape 3D Style Transfer, https://arxiv.org/pdf/2011.13388.pdf,arXiv:2011.13388v4 [cs.CV] 18, May, 2021
8 NVIDIA Kaolin, https://developer.nvidia.com/nvidia-kaolin(Accessed September 26, 2021)
9 Michael Niemeyer, Andreas Geiger, Max Planck Institute for Intelligent Systems, Tubingen, University of Tubingen, GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields, http://www.cvlibs.net/publications/Niemeyer2021CVPR.pdf,CVPR 2021(oral, best paper award)
10 Quang-Hieu Pham, Duc Thanh Nguyen, Binh-Son Hua, Gemma Roig, Sai-Kit Yeung, Singapore University of Technology and Design, Deakin University, The University of Tokyo, Hong Kong University of Science and Technology, JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields,https://arxiv.org/pdf/1904.00699.pdf, arXiv:1904.00699v2 [cs.CV] 5, Apr, 2019
11 Vincent Sitzmann, Michael Zollh?fer, Gordon Wetzstein,Scene Representation Networks: Continuous Neural Scene 3D-Structure-Aware Representations, https://arxiv.org/pdf/1906.01618.pdf,arXiv:1906.01618v2 [cs.CV] 28, Jan, 2020
12 Edward J. Smith, David Meger,Improved Adversarial Systems for 3D Object Generation and Reconstruction, https://arxiv.org/pdf/1707.09557.pdf,arXiv:1707.09557v3 [cs.CV] 30, Oct, 2017
13 Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge Belongie, Bharath Hariharan, Cornell University, Cornell Tech, NVIDIA,PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows, https://arxiv.org/pdf/1906.12320.pdf,arXiv:1906.12320v3 [cs.CV] 2, Sep, 2019
14 Despoina Paschalidou, Angelos Katharopoulos, Andreas Geiger, Sanja Fidler,Max Planck Institute for Intelligent Systems Tubingen, University of Tubingen,Idiap Research Institute, Switzerland, Ecole Polytechique Federale de Lausanne(EPFL),Max Planck ETH Center for Learning Systems, NVIDIA, University of Toronto, Vector Institute,Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks, https://arxiv.org/pdf/2103.10429.pdf, arXiv:2103.10429v1 [cs.CV] 18, Mar, 2021
15 Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa, pixelNeRF: Neural Radiance Fields from One or Few Images,https://arxiv.org/pdf/2012.02190.pdf,arXiv:2012.02190v3 [cs.CV] 30, May, 2021
16 Vincent Sitzmann, Semon Rezchikov, William T. Freeman, Joshua B. Tenenbaum, Fr?do Durand, MIT CSAIL , Columbia University, NSF IAFI, MIT BCS , NSF CBMM, Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering, https://arxiv.org/pdf/2106.02634.pdf, arXiv:2106.02634v1 [cs.CV] 4, Jun, 2021
17 3D-FCR-alphaGAN, https://github.com/yunishi3/3D-FCR-alphaGAN(Accessed September 26, 2021)
18 Wenzheng Chen, Jun Gao, Huan Ling, Edward J. Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler,NVIDIA, University of Toronto, Vector Institute, McGill University, Aalto University, Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer, https://nv-tlabs.github.io/DIB-R/files/diff_shader.pdf, arXiv:1908.01210v2 [cs.CV] 21, Nov, 2019
19 Tai Wang, Xinge Zhu, Jiangmiao Pang, Dahua Lin, FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection, https://arxiv.org/pdf/2104.10956v3.pdf, arXiv:2104.10956v3 [cs.CV] 24, Sep, 2021
20 Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler, NVIDIA, University of Toronto, Vector Institute, University of Waterloo,IMAGE GANS MEET DIFFERENTIABLE RENDERING FOR INVERSE GRAPHICS AND INTERPRETABLE 3D NEURAL RENDERING,https://arxiv.org/pdf/2010.09125.pdf,arXiv:2010.09125v2 [cs.CV] 20, Apr, 2021
21 Eric R. Chan, Marco Monteiro, Petr Kellnhofer, Jiajun Wu, Gordon Wetzstein, Stanford University,pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis,https://arxiv.org/pdf/2012.00926.pdf,arXiv:2012.00926v2 [cs.CV] 5, Apr, 2021
22 GAN을 사용하여 환상적인 생물 만들기, https://ai.googleblog.com/2020/11/using-gans-to-create-fantastical.html,(Accessed September 26, 2021)
23 Timo Hackel, Nikolay Savinov, Lubor Ladicky, Jan D. Wegner, Konrad Schindler, Marc Pollefeys, SEMANTIC3D.NET: A NEW LARGE-SCALE POINT CLOUD CLASSIFICATION BENCHMARK,https://arxiv.org/pdf/1704.03847.pdf, arXiv:1704.03847v1 [cs.CV] 12, Apr, 2017
24 Jiajun Wu, Chengkai Zhang, Tianfan Xue,William T. Freeman, Joshua B. Tenenbaum,Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling,http://3dgan.csail.mit.edu/papers/3dgan_nips.pdf,arXiv: 1610.07584v2 [cs.CV] 4, Jan, 2017
25 Martin Simon, Stefan Milz, Karl Amende, Horst-Michael Gross, Complex-YOLO: An Euler-Region-Proposal for Real-time 3D Object Detection on Point Clouds,https://arxiv.org/pdf/1803.06199.pdf, arXiv:1803.06199v2 [cs.CV] 24, Sep, 2018
26 Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham, University of Oxford, Sun Yat-sen University, National University of Defense Technology, RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds, https://openaccess.thecvf.com/content_CVPR_2020/papers/Hu_RandLA-Net_Efficient_ Semantic_Segmentation_of_Large-Scale_Point_Clouds_CVPR_2020_paper.pdf, ICCV 2021: October 11th - 17th, Virtual
27 Konstantinos Rematas, Ricardo Martin-Brualla, Vittorio Ferrari,ShaRF: Shape-conditioned Radiance Fields from a Single View, https://arxiv.org/pdf/2102.08860.pdf,arXiv:2102.08860v2 [cs.CV] 23, Jun, 2021