A New Hyperspectral Image Compression Method Combined with Subspace Partition and Multi-Inter-Spectral Prediction

	A New Hyperspectral Image Compression Method Combined with Subspace Partition and Multi-Inter-Spectral Prediction
其他题名	论文其他题名
	Gao W.; Zhu M.; Tian R. L.; Tang Y.
	2011
发表期刊	Spectroscopy and Spectral Analysis
ISSN	1000-0593
卷号	31 期号:8 页码:2287-2293
摘要	Because of their rich and complex texture, multi-band and high spectral resolution, hyperspectral images are widely used in military, marine, agriculture and other aspects; however, their huge data also brings many troubles. Currently, there're almost three types of the hyper-spectral image compression methods; the method based on transform, prediction and vector quantization, among which, the method based on prediction has the advantages such as easy implement and higher compression ratio, then it's widely used. In the present paper, features of hyperspectral images are analyzed first in detail, then inter-spectral prediction algorithm is improved, and a new scheme which consists of subspace partition and multi-inter-spectral prediction is proposed, and finally, the experiments show that the program is effective.
收录类别	SCI
语种	中文
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/25588
专题	中科院长春光机所知识产出
推荐引用方式 GB/T 7714	Gao W.,Zhu M.,Tian R. L.,et al. A New Hyperspectral Image Compression Method Combined with Subspace Partition and Multi-Inter-Spectral Prediction[J]. Spectroscopy and Spectral Analysis,2011,31(8):2287-2293.
APA	Gao W.,Zhu M.,Tian R. L.,&Tang Y..(2011).A New Hyperspectral Image Compression Method Combined with Subspace Partition and Multi-Inter-Spectral Prediction.Spectroscopy and Spectral Analysis,31(8),2287-2293.
MLA	Gao W.,et al."A New Hyperspectral Image Compression Method Combined with Subspace Partition and Multi-Inter-Spectral Prediction".Spectroscopy and Spectral Analysis 31.8(2011):2287-2293.

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