Hyperspectral image blind correction method based on band selection and PSF estimation

Yi Bing Nan; Kun Gao; Guo Qiang Ni

doi:10.11972/j.issn.1001-9014.2016.06.014

Hyperspectral image blind correction method based on band selection and PSF estimation

Yi Bing Nan, Kun Gao^*, Guo Qiang Ni

^*Corresponding author for this work

School of Optics and Photonics

Beijing Institute of Technology

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

Abstract

Considering the motion complexity of real satellite platform and the difficulty to obtain blur kernel, a hyperspectral image blind correction method based on band selection and PSF estimation was proposed to reduce the influence of spectral redundant information on correction precision. The method combined bicubic interpolation with image deblur algorithm via directional filters. Correction experimental results show that the proposed method can compensate and correct the image motion errors introduced by various unknown satellite motion. Image sharpness is improved, and spectral distortion is also suppressed.

Original language	English
Pages (from-to)	715-722
Number of pages	8
Journal	Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves
Volume	35
Issue number	6
DOIs	https://doi.org/10.11972/j.issn.1001-9014.2016.06.014
Publication status	Published - 1 Dec 2016

Keywords

Band selection
Blind correction
Hyperspectral imaging
Satellite attitudes

Access to Document

10.11972/j.issn.1001-9014.2016.06.014

Cite this

@article{5357ea18c828456991634bbb760a4ca2,

title = "Hyperspectral image blind correction method based on band selection and PSF estimation",

abstract = "Considering the motion complexity of real satellite platform and the difficulty to obtain blur kernel, a hyperspectral image blind correction method based on band selection and PSF estimation was proposed to reduce the influence of spectral redundant information on correction precision. The method combined bicubic interpolation with image deblur algorithm via directional filters. Correction experimental results show that the proposed method can compensate and correct the image motion errors introduced by various unknown satellite motion. Image sharpness is improved, and spectral distortion is also suppressed.",

keywords = "Band selection, Blind correction, Hyperspectral imaging, Satellite attitudes",

author = "Nan, {Yi Bing} and Kun Gao and Ni, {Guo Qiang}",

year = "2016",

month = dec,

day = "1",

doi = "10.11972/j.issn.1001-9014.2016.06.014",

language = "English",

volume = "35",

pages = "715--722",

journal = "Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves",

issn = "1001-9014",

publisher = "Chinese Optical Society",

number = "6",

}

TY - JOUR

T1 - Hyperspectral image blind correction method based on band selection and PSF estimation

AU - Nan, Yi Bing

AU - Gao, Kun

AU - Ni, Guo Qiang

PY - 2016/12/1

Y1 - 2016/12/1

N2 - Considering the motion complexity of real satellite platform and the difficulty to obtain blur kernel, a hyperspectral image blind correction method based on band selection and PSF estimation was proposed to reduce the influence of spectral redundant information on correction precision. The method combined bicubic interpolation with image deblur algorithm via directional filters. Correction experimental results show that the proposed method can compensate and correct the image motion errors introduced by various unknown satellite motion. Image sharpness is improved, and spectral distortion is also suppressed.

AB - Considering the motion complexity of real satellite platform and the difficulty to obtain blur kernel, a hyperspectral image blind correction method based on band selection and PSF estimation was proposed to reduce the influence of spectral redundant information on correction precision. The method combined bicubic interpolation with image deblur algorithm via directional filters. Correction experimental results show that the proposed method can compensate and correct the image motion errors introduced by various unknown satellite motion. Image sharpness is improved, and spectral distortion is also suppressed.

KW - Band selection

KW - Blind correction

KW - Hyperspectral imaging

KW - Satellite attitudes

UR - http://www.scopus.com/inward/record.url?scp=85008324921&partnerID=8YFLogxK

U2 - 10.11972/j.issn.1001-9014.2016.06.014

DO - 10.11972/j.issn.1001-9014.2016.06.014

M3 - Article

AN - SCOPUS:85008324921

SN - 1001-9014

VL - 35

SP - 715

EP - 722

JO - Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves

JF - Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves

IS - 6

ER -

Hyperspectral image blind correction method based on band selection and PSF estimation

Abstract

Keywords

Access to Document

Other files and links

Fingerprint

Cite this