The Comparison between Spectral Similarity Mapping and Correlation Algorithm in Spectral Imaging Application

被引：0

作者：

Wang, Bin ^{[1
]}

Xu, Xiaoxuan ^{[1
]}

Zheng, Yifan ^{[1
]}

Zhang, Yujia ^{[1
]}

Hu, Chengxue ^{[1
]}

Zhang, Cunzhou ^{[1
]}

机构：

[1] Nankai Univ, Sch Phys, Photon Ctr, Tianjin 300071, Peoples R China

来源：

PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9 | 2009年

关键词：

Spectral Similarity Mapping; Correlation Algorithm; Spectral Imaging;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Now medical imaging processing technology is a very hot subject. The digital image processing in spectral imaging technology field is one of the incarnations. The Article is base on the experiment of fresh samples of bone cancer in adults. By using spectral similarity mapping and correlation algorithm, we get two different images. The result of correlation algorithm is fast, but unclear, while the result of spectral similarity mapping is slow, but bright and accurate. Two methods can be applied at the different stages is also be expatiated in the article. Correlation algorithm can be used for fast classification or primary screening. SSM can be used for accurate identification the fine structure.

引用

页码：4188 / 4191

页数：4

共 50 条

[21] Improved Spectral Clustering Algorithm Based on Similarity Measure
Yan, Jun
Cheng, Debo
Zong, Ming
Deng, Zhenyun
ADVANCED DATA MINING AND APPLICATIONS, ADMA 2014, 2014, 8933 : 641 - 654
[22] A fast incremental spectral clustering algorithm with cosine similarity
Li, Ran
Chen, Guangliang
2023 23RD IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS, ICDMW 2023, 2023, : 80 - 88
[23] Sample Classification Algorithm Based on Spectral Similarity Calculation
Deng, Jiqiu
Qiu, Lan
Wu, Qianhong
Wang, Ying
MECHATRONICS AND INTELLIGENT MATERIALS II, PTS 1-6, 2012, 490-495 : 568 - 572
[24] Improved spectral clustering algorithm based on similarity measure
Cheng, Debo, 1600, Springer Verlag (8933):
[25] Snapshot spectral imaging: from spatial-spectral mapping to metasurface-based imaging
Ding, Kaiyang
Wang, Ming
Chen, Mengyuan
Wang, Xiaohao
Ni, Kai
Zhou, Qian
Bai, Benfeng
NANOPHOTONICS, 2024, 13 (08) : 1303 - 1330
[26] Super-Resolution Mapping Based on Spatial-Spectral Correlation for Spectral Imagery
Wang, Peng
Wang, Liguo
Leung, Henry
Zhang, Gong
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 59 (03): : 2256 - 2268
[27] A faster algorithm for the calculation of the fast spectral correlation
Borghesani, P.
Antoni, J.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018, 111 : 113 - 118
[28] GRADIENT CORRELATION INCORPORATED SIMILARITY MEASURES IN MATCHING SPECTRAL SIGNATURES
Yadav, Palla Parasuram
Shetty, Amba
Raghavendra, B. S.
Narasimhadhan, A. V.
2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 3199 - 3202
[29] Spectral Visibility Graphs: Application to Similarity of Harmonic Signals
Yela, Delia Fano
Stowell, Dan
Sandler, Mark
2019 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2019,
[30] Terahertz Spectral Imaging Using Correlation Processing
Henry, Samuel C.
Zurk, Lisa M.
Schecklman, Scott
IEEE TRANSACTIONS ON TERAHERTZ SCIENCE AND TECHNOLOGY, 2013, 3 (04) : 486 - 493

← 1 2 3 4 5 →