Adjunct Proceedings of 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct)

Нью-Йорк : IEEE, 2017.

Научный редактор: W. Broll

Главы книги

Depth Map Interpolation using Perceptual Loss

Макаров И. А., Vladimir Aliev, Gerasimova Olga и др., , in: Adjunct Proceedings of 2017 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct).: NY: IEEE, 2017. P. 93–94.

In this paper, we discuss a semi-dense  depth map interpolation method based on convolutional neural network. We propose a compact  neural network architecture with loss function defined as Euclidean distance in the feature space of VGG-16 neural network used for deep visual recognition. The suggested solution shows state-of-art performance on synthetic and real datasets. Together ...

Добавлено: 5 августа 2017 г.

Ключевые слова: дополненная реальность, Augmented Reality, Mixed Reality, смешанная реальность