Proceedings of IEEE International Symposium on Mixed and Augmented Reality (ISMAR'18)

Нью-Йорк : IEEE, 2019.

Научный редактор: J. Gabbard, J. Grubert

The IEEE ISMAR is the leading international academic conference in the fields of Augmented Reality and Mixed Reality. The symposium is organized and supported by the IEEE Computer Society, IEEE VGTC and ACM SIGCHI.

The congress organized by TU Munich and ETH Zurich will be held at MOC Events Center in Munich (Germany), on October 16-20, 2018.

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Fast Depth Map Super-Resolution Using Deep Neural Network

Alisa Korinevskaya, Макаров И. А., , in: Proceedings of IEEE International Symposium on Mixed and Augmented Reality (ISMAR'18).: NY: IEEE, 2019. P. 117–122.

Depth map super-resolution is a challenging computer vision problem. In this paper, we present two deep convolutional neural networks solving the problem of single depth map super-resolution. Both networks learn residual decomposition and trained with specific perceptual loss improving sharpness and perceptive quality of the upsampled depth map. Several experiments on various depth super-resolution benchmark ...

Добавлено: 29 июля 2019 г.

Ключевые слова: Augmented Reality, Mixed Reality, augmented reality, ismar