Title
Sar Super-Resolution Using Physics-Aware Adaptive Compressed Sensing
Abstract
The resolution requirements of modern radar applications are increasing rapidly and cannot be fulfilled by the limited number of wide-band radar systems. Many approaches have been explored to solve this problem under the topic of super-resolution. In this paper, we propose a hybrid algorithm for resolution improvement, where we aim to combine the adaptability of deep neural networks with the reliability and expertise of traditional domain-specific SAR processing.
Year
DOI
Venue
2022
10.1109/IGARSS46834.2022.9884535
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium
Keywords
DocType
ISSN
ISTA,Learned ISTA,Approximated Observation,SAR Super-resolution,High resolution radar,Algorithm Unrolling,Hybrid Approaches to Super-resolution
Conference
2153-6996
ISBN
Citations 
PageRank 
978-1-6654-2793-7
0
0.34
References 
Authors
0
3
Name
Order
Citations
PageRank
Sanhita Guha100.34
Mihai Datcu2893111.62
Joachim H. G. Ender342850.54