Title :
A two-dimensional microwave radiation imaging method based on data fusion
Author :
Yuanyuan Liu ; Lu Zhu ; Dechang Huang
Author_Institution :
Sch. of Inf. Eng., East China Jiaotong Univ., NanChang, China
Abstract :
Two-dimensional microwave imaging radiometers (TDMIR) are potential powerful instruments for high resolution observation of planetary surfaces. The prototype of TDMIR based on minimum-redundancy linear array and mechanical scanning is described. This paper deals with the reconstruction of radiometric brightness temperature maps from TDMIR measurements. Due to the inherent physical properties of passive radiometer imaging and associated hardware, the images by TDMIR have poor contrast and low signal to noise ratio. Standard segmentation algorithms are unable to detect objects. Algorithms for improving the brightness temperature image based on data fusion are presented. First, we remove the noise by subtracting the background, then use CLEAN method to detect object. Experimental results show that the proposed radiometer can give brightness temperature image of natural scenes and improve image quality of the radiometer for object detection.
Keywords :
astronomical image processing; image resolution; microwave detectors; microwave imaging; microwave measurement; object detection; planetary surfaces; radioastronomical techniques; radiometers; CLEAN method; TDMIR measurements; data fusion; minimum-redundancy linear array scanning; natural scene brightness temperature image; object detection; passive radiometer imaging physical properties; planetary surfaces; radiometer image quality; radiometric brightness temperature map reconstruction; segmentation algorithms; signal-to-noise ratio; two-dimensional microwave imaging radiometers; Brightness temperature; Microwave imaging; Microwave radiometry; Microwave theory and techniques; Radiometers; Receivers; Microwave radiation imaging method; data fusion; direct conversion digital receiver;
Conference_Titel :
Antennas, Propagation & EM Theory (ISAPE), 2012 10th International Symposium on
Conference_Location :
Xian
Print_ISBN :
978-1-4673-1799-3
DOI :
10.1109/ISAPE.2012.6408842