4.6 Article

A Multispectral Image Creating Method for a New Airborne Four-Camera System with Different Bandpass Filters

期刊

SENSORS
卷 15, 期 7, 页码 17453-17469

出版社

MDPI
DOI: 10.3390/s150717453

关键词

panchromatic camera; filters; SIFT; RANSAC; registration; multispectral

资金

  1. program for National Natural Science Foundation of China [NSFC 41071255]
  2. National Key Technologies RD Program [2012BAH31B01]
  3. Beijing Natural Science Foundation [KZ201310028035]
  4. Specialized Research Fund for the Doctoral Program of Higher Education [SRFDP20131108110005]
  5. Importation and Development of High-Caliber Talents Project of Beijing Municipal Institutions [CITTCD20150323]

向作者/读者索取更多资源

This paper describes an airborne high resolution four-camera multispectral system which mainly consists of four identical monochrome cameras equipped with four interchangeable bandpass filters. For this multispectral system, an automatic multispectral data composing method was proposed. The homography registration model was chosen, and the scale-invariant feature transform (SIFT) and random sample consensus (RANSAC) were used to generate matching points. For the difficult registration problem between visible band images and near-infrared band images in cases lacking manmade objects, we presented an effective method based on the structural characteristics of the system. Experiments show that our method can acquire high quality multispectral images and the band-to-band alignment error of the composed multiple spectral images is less than 2.5 pixels.

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