SPECTRAL REFLECTANCE ESTIMATION FROM VISIBLE LIGHT COMPONENTS AND NEAR-INFRARED COMPONENTS

被引：0

作者：

Igarashi, Yuta ^{[1
]}

Ogawa, Takahiro ^{[1
]}

Haseyama, Miki ^{[1
]}

机构：

[1] Hokkaido Univ, Grad Sch Informat Sci & Technol, Kita Ku, Sapporo, Hokkaido 0600814, Japan

来源：

2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013) | 2013年

关键词：

Spectral reflectance estimation; near-infrared components; non-negative matrix factorization; color correction; green plant detection; NONNEGATIVE MATRIX FACTORIZATION; ANGLE;

D O I：

暂无

中图分类号：

TB8 [摄影技术];

学科分类号：

0804 ;

摘要：

This paper presents a novel method for estimating a spectral reflectance from two kinds of input images: an image including both visible light components and near-infrared (NIR) components, and an image including only NIR components. From these input images, we estimate the spectral reflectance based on the Non-negative Matrix Factorization algorithm using spectral sensitivities of a digital camera. The estimated spectral reflectance enables several important applications. In this paper, the e ff ectiveness of the proposed method is verified by using the estimated spectral reflectance in the two image processing applications.

引用

页码：2388 / 2392

页数：5

共 13 条

[1] ESTIMATES OF LEAF-AREA INDEX FROM SPECTRAL REFLECTANCE OF WHEAT UNDER DIFFERENT CULTURAL-PRACTICES AND SOLAR ANGLE [J].

ASRAR, G ;

KANEMASU, ET ;

YOSHIDA, M .

REMOTE SENSING OF ENVIRONMENT, 1985, 17 (01) :1-11

[2]

Axis Communications, 2005, AXIS 221 DAY NIGHT N

[3] SPECTRAL PROPERTIES OF PLANTS [J].

GATES, DM ;

KEEGAN, HJ ;

SCHLETER, JC ;

WEIDNER, VR .

APPLIED OPTICS, 1965, 4 (01) :11-&

[4]

Imai FH, 2001, PICS 2001: IMAGE PROCESSING, IMAGE QUALITY, IMAGE CAPTURE, SYSTEMS CONFERENCE, PROCEEDINGS, P185

[5]

Kidono Kiyosumi, 2007, Proceedings of the 2007 IEEE Intelligent Vehicles Symposium, P1013

[6] INFLUENCE OF SOLAR ILLUMINATION ANGLE ON SOYBEAN CANOPY REFLECTANCE [J].

KOLLENKARK, JC ;

VANDERBILT, VC ;

DAUGHTRY, CST ;

BAUER, ME .

APPLIED OPTICS, 1982, 21 (07) :1179-1184

[7] A day and night vision MOS imager with robust photonic-crystal-based ROB-and-IR [J].

Koyama, Shinzo ;

Inaba, Yuichi ;

Kasano, Masahiro ;

Murata, Takahiko .

IEEE TRANSACTIONS ON ELECTRON DEVICES, 2008, 55 (03) :754-759

[8] Learning the parts of objects by non-negative matrix factorization [J].

Lee, DD ;

Seung, HS .

NATURE, 1999, 401 (6755) :788-791

[9]

Lee DD, 2001, ADV NEUR IN, V13, P556

[10]

Schaul L, 2009, IEEE IMAGE PROC, P1629, DOI 10.1109/ICIP.2009.5413700

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