TY  - CONF
AU  - Rafael E. Rivadeneira
AU  - Angel Sappa
AU  - Boris X. Vintimilla
AU  - Lin Guo
AU  - Jiankun Hou
AU  - Armin Mehri
AU  - Parichehr Behjati Ardakani
AU  - Heena Patel
AU  - Vishal Chudasama
AU  - Kalpesh Prajapati
AU  - Kishor P. Upla
AU  - Raghavendra Ramachandra
AU  - Kiran Raja
AU  - Christoph Busch
AU  - Feras Almasri
AU  - Olivier Debeir
AU  - Sabari Nathan
AU  - Priya Kansal
AU  - Nolan Gutierrez
AU  - Bardia Mojra
AU  - William J. Beksi
A2  - CVPRW
PY  - 2020//
TI  - Thermal Image Super-Resolution Challenge – PBVS 2020
BT  - 16h IEEE Workshop on Perception Beyond the Visible Spectrum
N2  - This paper summarizes the top contributions to the first challenge on thermal image super-resolution (TISR), which was organized as part of the Perception Beyond the Visible Spectrum (PBVS) 2020 workshop. In this challenge, a novel thermal image dataset is considered together with state-of-the-art approaches evaluated under a common framework. The dataset used in the challenge consists of 1021 thermal images, obtained from three distinct thermal cameras at different resolutions (low-resolution, mid-resolution, and high-resolution), resulting in a total of 3063 thermal images. From each resolution, 951 images are used for training and 50 for testing while the 20 remaining images are used for two proposed evaluations. The first evaluation consists of downsampling the low-resolution, mid-resolution, and high-resolution thermal images by x2, x3 and x4 respectively, and comparing their super-resolution results with the corresponding ground truth images. The second evaluation is comprised of obtaining the x2 super-resolution from a given mid-resolution thermal image and comparing it with the corresponding semi-registered high-resolution thermal image. Out of 51 registered participants, 6 teams reached the final validation phase.
UR  - https://ieeexplore.ieee.org/document/9151059
L1  - http://refbase.cvc.uab.es/files/RSV2020.pdf
N1  - MSIAU; ISE; 600.119; 600.122
ID  - Rafael E. Rivadeneira2020
ER  -