Thermal-to-color image translation for visualization on the pilot's display-Reference-Cited by-同舟云学术

Thermal-to-color image translation for visualization on the pilot's display

Published:2019-11-08 Issue: Volume: Page:
ISSN:
Container-title:GraphiCon'2019 Proceedings. Volume 1
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Author:

Князь Владимир¹²,Knyaz' Vladimir³⁴,Козырев Марк¹⁵,Kozyrev Mark³⁶,Бордодымов Артём¹,Bordodymov Artem³

Affiliation:

1. ФГУП «ГосНИИАС»

2. Московский физико-технический институт (государственный университет)

3. FGUP «GosNIIAS»

4. Moskovskiy fiziko-tehnicheskiy institut (gosudarstvennyy universitet)

5. Московский Государственный Технический Университет Имени Н. Э. Баумана

6. Moskovskiy Gosudarstvennyy Tehnicheskiy Universitet Imeni N. E. Baumana

Abstract

Long range infrared cameras may provide increasing crew situational awareness in limited vision and night conditions. Similar cameras are installed in modern civil aircrafts as part of an improved vision system. Correct thermal image interpritation by the crew requires certain expiriance, due to the fact that view of the scene very different from the visible range and may change within time of day and season. This paper discusses the deep generative-adversary neural network to automatically convert thermal images to semantically similar color images of the visible range.

Publisher

Bryansk State Technical University

Reference11 articles.

1. Berg Amanda, Ahlberg Jorgen, Felsberg Michael. Generating Visible Spectrum Images From Thermal Infrared // The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. — 2018. — June., Berg Amanda, Ahlberg Jorgen, Felsberg Michael. Generating Visible Spectrum Images From Thermal Infrared // The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. — 2018. — June.

2. Arthur Jarvis J., Norman R. Michael, Kramer Lynda J. et al. Enhanced vision flight deck technology for commercial aircraft lowvisibility surface operations. — 2013. — Access mode: https://doi.org/10.1117/12.2016386., Arthur Jarvis J., Norman R. Michael, Kramer Lynda J. et al. Enhanced vision flight deck technology for commercial aircraft lowvisibility surface operations. — 2013. — Access mode: https://doi.org/10.1117/12.2016386.

3. Generative adversarial nets / Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. // Advances in neural information processing systems. — 2014. — P. 2672–2680., Generative adversarial nets / Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. // Advances in neural information processing systems. — 2014. — P. 2672–2680.

4. Image-to-Image Translation with Conditional Adversarial Networks / Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A Efros // 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). — IEEE, 2017. — P. 5967– 5976., Image-to-Image Translation with Conditional Adversarial Networks / Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A Efros // 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). — IEEE, 2017. — P. 5967– 5976.

5. Kniaz V. V., Bordodymov A. N. LONG WAVE INFRARED IMAGE COLORIZATION FOR PERSON RE-IDENTIFICATION // ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. — 2019. — Vol. XLII-2/W12. — P. 111–116. — Access mode: https://www.int-arch-photogramm-remote-sens-spatialinf-sci.net/XLII-2-W12/111/2019/., Kniaz V. V., Bordodymov A. N. LONG WAVE INFRARED IMAGE COLORIZATION FOR PERSON RE-IDENTIFICATION // ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. — 2019. — Vol. XLII-2/W12. — P. 111–116. — Access mode: https://www.int-arch-photogramm-remote-sens-spatialinf-sci.net/XLII-2-W12/111/2019/.