Swat, Sylwester ; Antczak, Maciej ; Zok, Tomasz ; Blazewicz, Jacek ; Musiał, Jędrzej
Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Space development is more relevant than ever with the increasing number of satellite launches for various applications. The amount of space data collected daily is growing exponentially and many customers are interested in continuously monitoring different regions of the Earth. It often requires stitching together many images from other providers to cover an Area of Interest (AOI), resulting in a mosaic. Each satellite image has various parameters, such as cost, download time, cloud coverage, and resolution. ; The main question is how to optimally select the subset of available images to fully cover the AOI while minimizing total cost and cloud coverage. The problem is known as satellite image mosaic selection (SIMS). Manual selection of promising images is often impossible, especially when dealing with large AOIs or many photos. To solve the problem, we propose several new exact algorithms using different techniques, such as branch-and-bound or mixed-integer linear programming. These algorithms show quality and efficiency compared with existing approaches and are expected to benefit various industrial applications.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, volume 35, number 2 (2025) ; kliknij tutaj, żeby przejść
Biblioteka Uniwersytetu Zielonogórskiego
7 sie 2025
7 sie 2025
13
https://zbc.uz.zgora.pl/repozytorium/publication/101991
| Nazwa wydania | Data |
|---|---|
| Exact algorithms for the satellite image selection problem | 7 sie 2025 |
Błażewicz, Jacek Kovalyov, Y. Mikhail Musiał, Jędrzej Urbański, Andrzej P. Wojciechowski, Adam Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Lopez-Loces, Mario C. Musiał, Jędrzej Pecero, Johnatan E. Fraire-Huacuja, Hector J. Blazewicz, Jacek Bouvry, Pascal Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Zok, Tomasz Antczak, Maciej Riedel, Martin Nebel, David Villmann, Thomas Lukasiak, Piotr Blazewicz, Jacek Szachniuk, Marta Byrski, Aleksander - ed. Kisiel-Dorohinicki, Marek - ed. Dobrowolski, Grzegorz - ed.
Wang, Wen Chen, Xin Musial, Jedrzej Blazewicz, Jacek Kołodziej, Joanna - ed. Pllana, Sabri - ed. Vitabile , Salvatore - ed.
Błażewicz, Jacek Formanowicz, Piotr Wojciechowski, Paweł Zieliński, Cezary - ed.
Zok, Tomasz Badura, Jan Swat, Sylwester Figurski, Kacper Popenda, Mariusz Antczak, Maciej Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Rybarczyk, Agnieszka Hertz, Alain Kasprzak, Marta Blazewicz, Jacek Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Liu, Xinbo Wang, Wen Chen, Xin Sterna, Małgorzata Blazewicz, Jacek Kitowski, Zygmunt - ed. Piskur, Paweł - ed. Hożyń , Stanisław - ed.