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標題: Automated image mosaicking
作者: Tsai, V.J.D.
Huang, Y.T.
關鍵字: image mosaicking;automation;image processing;feature extraction
Project: Journal of the Chinese Institute of Engineers
期刊/報告no:: Journal of the Chinese Institute of Engineers, Volume 28, Issue 2, Page(s) 329-340.
This paper developed and implemented automated image mosaicking procedures to produce seamless and smooth mosaics from random sequences of digital aerial images and satellite images. The procedure employs automated algorithms for global image registration, seam line extraction, radiometric adjustment, and composition of overlap images. Results of the experimentation on mosaicking black and white orthorectified aerial images and on mosaicking multi-resolution color infrared SPOT-2 and Landsat-5 satellite images show that the implementation of automated conjugate point extraction and image matching algorithms automates the establishment of geometric registration among overlapped images, while the seam line selection and two-step look-up table histogram matching approaches facilitate creating globally smooth and qualitative mosaics. The system developed in this paper makes complex composition of multi-source multi-resolution multi-band images with different geometric and radiometric characteristics an easy and efficient solution for producing reliable mosaic images.
ISSN: 0253-3839
DOI: 10.1080/02533839.2005.9670998
Appears in Collections:期刊論文

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