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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.10 No.6
- 발행연도
- 2015.11
- 수록면
- 2,384 - 2,392 (9page)
이용수
초록· 키워드
오류제보하기
The technical development and practical applications of big-data for health is one hot topic under the banner of big-data. Big-data medical image fusion is one of key problems. A new fusion approach with coding based on Spherical Coordinate Domain (SCD) in Wireless Sensor Network (WSN) for big-data medical image is proposed in this paper. In this approach, the three highfrequency coefficients in wavelet domain of medical image are pre-processed. This pre-processing strategy can reduce the redundant ratio of big-data medical image. Firstly, the high-frequency coefficients are transformed to the spherical coordinate domain to reduce the correlation in the same scale. Then, a multi-scale model product (MSMP) is used to control the shrinkage function so as to make the small wavelet coefficients and some noise removed. The high-frequency parts in spherical coordinate domain are coded by improved SPIHT algorithm. Finally, based on the multi-scale edge of medical image, it can be fused and reconstructed. Experimental results indicate the novel approach is effective and very useful for transmission of big-data medical image(especially, in the wireless environment).
목차
Abstract
1. Introduction
2. Related Works
3. Spherical Coordinate Transform
4. Medical Image Coding Algorithm
5. Experiment and Test
6. Conclusion
References
참고문헌 (16)
참고문헌 신청
[학술지(정기간행물)] - Degan Zhang / 2012 / A novel image de-noising method based on spherical coordinates system / EURASIP Journal on Advances in Signal Processing 2012 (1) : 110 ~
[학술지(정기간행물)] - Zhang Degan / 2014 / An energybalanced routing method based on forward-aware factor for Wireless Sensor Network / IEEE Transactions on Industrial Informatics 10 (1) : 766 ~ 773
[학술지(정기간행물)] - Zhang Degan / 2012 / A new approach and system for attentive mobile learning based on seamless migration / Applied Intelligence 36 (1) : 75 ~ 89
[학술지(정기간행물)] - Said Arnir / 1996 / A new, fast and efficient image codec based on set partitioning in hierarchical trees / IEEE Transactions on Circuits and Systems for Video Technology 6 (3) : 243 ~ 250
[학술지(정기간행물)] - Zhang Degan / 2014 / A Novel Approach to Mapped Correlation of ID for RFID Anti-collision / IEEE Transactions on Services Computing 7 (4) : 741 ~ 748
[학술지(정기간행물)] - Zhang Degan / 2014 / An energybalanced routing method based on forward-aware factor for Wireless Sensor Network / IEEE Transactions on Industrial Informatics 10 (1) : 766 ~ 773
[학술지(정기간행물)] - Zhang Degan / 2012 / A new approach and system for attentive mobile learning based on seamless migration / Applied Intelligence 36 (1) : 75 ~ 89
[학술지(정기간행물)] - Said Arnir / 1996 / A new, fast and efficient image codec based on set partitioning in hierarchical trees / IEEE Transactions on Circuits and Systems for Video Technology 6 (3) : 243 ~ 250
[학술지(정기간행물)] - Zhang Degan / 2014 / A Novel Approach to Mapped Correlation of ID for RFID Anti-collision / IEEE Transactions on Services Computing 7 (4) : 741 ~ 748
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UCI(KEPA) : I410-ECN-0101-2016-560-002155775