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논문검색

Lossless Compression of Hyperspectral Images Using Three-Stage Prediction with Adaptive Search Threshold

초록

영어

We propose a new lossless compression algorithm for hyper spectral images based on the third -order interband predictor and the backward pixel search scheme (IP3-BPS). Specifically, we propose an adaptive search threshold algorithm and a bi-directional pixel search scheme. The resulting algorithm takes the bi-directional pixel search and the backward pixel search with adaptive search threshold as the last two predictors; its performance evaluation on Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) 1997 images shows that it outperforms the original IP3-BPS algorithm, at lower computational complexity level.

목차

Abstract
 1. Introduction
 2. Review of Previous Methods
 3. IP3-BPS
 4. Adaptive Search Threshold
 5. Bi-directional Pixel Search
  5.1. Adaptive Spectral Band Grouping
  5.2. Bi-directional Pixel Search Algorithm
 6. Proposed Lossless Compression Method and Experimental Results
  6.1. Proposed Method
  6.2. Compression Results
 7. Conclusion
 Acknowledgements
 References

저자정보

  • Changguo Li College of Geophysics, Chengdu University of Technology, Chengdu, Sichuan, 610059, China, College of Fundamental Education, Sichuan Normal University, Chengdu, Sichuan, 610068, China
  • Ke Guo College of Geophysics, Chengdu University of Technology, Chengdu, Sichuan, 610059, China

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