• DocumentCode
    2920761
  • 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
  • fYear
    2012
  • fDate
    22-26 Oct. 2012
  • Firstpage
    600
  • Lastpage
    603
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Antennas, Propagation & EM Theory (ISAPE), 2012 10th International Symposium on
  • Conference_Location
    Xian
  • Print_ISBN
    978-1-4673-1799-3
  • Type

    conf

  • DOI
    10.1109/ISAPE.2012.6408842
  • Filename
    6408842