Proceedings of 2018 41st International Conference on Telecommunications and Signal Processing (TSP)

NY : IEEE, 2018.

In cooperation with the IEEE Region 8 (Europe, Middle East and Africa), IEEE Greece Section, IEEE Czechoslovakia Section, and IEEE Czechoslovakia Section SP/CAS/COM Joint Chapter, the TSP 2018 is organized by seventeen universities from Czech Republic, Hungary, Turkey, Taiwan, Japan, Slovak Republic, Spain, Bulgaria, France, Slovenia, Croatia, Greece, and Poland, for academics, researchers, and developers and it serves as a premier annual international forum to promote the exchange of the latest advances in telecommunication technology and signal processing. The aim of the conference is to bring together both novice and experienced scientists, developers, and specialists, to meet new colleagues, collect new ideas, and establish new cooperation between research groups from universities, research centers, and private sectors from the whole Europe, America, Asia, Australia, and Africa. The international expansion motivates the organizers in their effort to providing a platform for exchanging information and experience to help to improve the level and extent of scientific cooperation between university students, academics, and employees of research centers.

Chapters

Sparse Depth Map Interpolation using Deep Convolutional Neural Networks

Makarov I., Alisa Korinevskaya, Vladimir Aliev, , in: Proceedings of 2018 41st International Conference on Telecommunications and Signal Processing (TSP).: NY: IEEE, 2018. P. 1–5.

The problem of dense depth map inference from sparse depth values is considered in this paper. We address this issue in situation when one has low-cost sensor data and limited computational resources. We propose a method that performs interpolation and then super-resolution while comparing our approach with the state-of-the-art direct RGB-to-Dense reconstruction solutions. In particular, ...

Added: September 3, 2018

Keywords: digital signal processing