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인공지능 기반 3차원 공간 복원 최신 기술 동향  

Im, Seong-Hun (대구경북과학기술원)
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Broadcasting and Media Magazine / v.25, no.2, 2020 , pp. 17-26 More about this Journal
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1 Zbontar, Jure, and Yann LeCun. "Stereo matching by training a convolutional neural network to compare image patches." The journal of machine learning research 17.1 (2016): 2287-2318.
2 Mayer, Nikolaus, et al. "A large dataset to train convolutional networks for disparity, optical flow, and scene flow estimation." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016.
3 Kendall, Alex, et al. "End-to-end learning of geometry and context for deep stereo regression." Proceedings of the IEEE International Conference on Computer Vision (CVPR). 2017.
4 Chang, Jia-Ren, and Yong-Sheng Chen. "Pyramid stereo matching network." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2018.
5 Im, Sunghoon, et al. "Dpsnet: End-to-end deep plane sweep stereo." International Conference on Learning Representations (ICLR) 2019.
6 Schonberger, Johannes L., et al. "Pixelwise view selection for unstructured multi-view stereo." European Conference on Computer Vision. Springer, Cham, 2016.
7 Ummenhofer, Benjamin, et al. "Demon: Depth and motion network for learning monocular stereo." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2017.
8 Huang, Po-Han, et al. "Deepmvs: Learning multi-view stereopsis." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2018.
9 Yao, Yao, et al. "Mvsnet: Depth inference for unstructured multi-view stereo." Proceedings of the European Conference on Computer Vision (ECCV). 2018.
10 Schops, Thomas, et al. "A multi-view stereo benchmark with high-resolution images and multi-camera videos." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2017.
11 Cheng, Xinjing, Peng Wang, and Ruigang Yang. "Learning Depth with Convolutional Spatial Propagation Network." IEEE transactions on pattern analysis and machine intelligence (2019).
12 Hartley, Richard, and Andrew Zisserman. Multiple view geometry in computer vision. Cambridge university press, 2003.
13 Scharstein, Daniel, and Richard Szeliski. "A taxonomy and evaluation of dense two-frame stereo correspondence algorithms." International journal of computer vision 47.1-3 (2002): 7-42.   DOI
14 Scharstein, D., Szeliski, R.: High-accuracy stereo depth maps using structured light.In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition(CVPR). vol. 1 (2003)
15 Foix, Sergi, Guillem Alenya, and Carme Torras. "Lock-in time-of-flight (ToF) cameras: A survey."?IEEE Sensors Journal 11.9 (2011): 1917-1926.   DOI
16 Geiger, Andreas, Philip Lenz, and Raquel Urtasun. "Are we ready for autonomous driving? the kitti vision benchmark suite." 2012 IEEE Conference on Computer Vision and Pattern Recognition. IEEE, 2012.
17 Augmented faces. https://developers.google.com/ar/develop/java/augmented-faces, accessed: 2019-12-183.
18 Google photos: One year, 200 million users, and a whole lot of self-ies. https://blog.google/products/photos/googlephotos-one-year-200-million/, accessed: 2016-05-27