Hughes phenomenon in the spatial resolution enhancement of low resolution images and derivation of selection rule for high resolution images

Ryuei Nishii; Saeko Kusanobu; Noriyuki Nakaoka

Hughes phenomenon in the spatial resolution enhancement of low resolution images and derivation of selection rule for high resolution images

Ryuei Nishii, Saeko Kusanobu, Noriyuki Nakaoka

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The Landsat TM sensor for thermal infrared measurements, Band 6, has lower resolution than those of other six Bands. Nishii et al (1996) proposed a statistical method to improve Band 6 by the linear combination of other six band data. In this case, we observe a subset of high-resolution bands provide a better predictor than that based on all high-resolution bands. This may be Hughes phenomenon. We will propose the way to select the best subset of high-resolution bands based on the information theoretic criterion called AIC.

Original language	English
Title of host publication	International Geoscience and Remote Sensing Symposium (IGARSS)
Editors	Anon
Publisher	IEEE
Pages	649-651
Number of pages	3
Volume	2
Publication status	Published - 1997
Externally published	Yes
Event	Proceedings of the 1997 IEEE International Geoscience and Remote Sensing Symposium, IGARSS'97. Part 1 (of 4) - Singapore, Singapore Duration: Aug 3 1997 → Aug 8 1997

Other

Other	Proceedings of the 1997 IEEE International Geoscience and Remote Sensing Symposium, IGARSS'97. Part 1 (of 4)
City	Singapore, Singapore
Period	8/3/97 → 8/8/97

All Science Journal Classification (ASJC) codes

Software
Geology

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Hughes phenomenon in the spatial resolution enhancement of low resolution images and derivation of selection rule for high resolution images. / Nishii, Ryuei; Kusanobu, Saeko; Nakaoka, Noriyuki.

International Geoscience and Remote Sensing Symposium (IGARSS). ed. / Anon. Vol. 2 IEEE, 1997. p. 649-651.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Nishii, R, Kusanobu, S & Nakaoka, N 1997, Hughes phenomenon in the spatial resolution enhancement of low resolution images and derivation of selection rule for high resolution images. in Anon (ed.), International Geoscience and Remote Sensing Symposium (IGARSS). vol. 2, IEEE, pp. 649-651, Proceedings of the 1997 IEEE International Geoscience and Remote Sensing Symposium, IGARSS'97. Part 1 (of 4), Singapore, Singapore, 8/3/97.

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abstract = "The Landsat TM sensor for thermal infrared measurements, Band 6, has lower resolution than those of other six Bands. Nishii et al (1996) proposed a statistical method to improve Band 6 by the linear combination of other six band data. In this case, we observe a subset of high-resolution bands provide a better predictor than that based on all high-resolution bands. This may be Hughes phenomenon. We will propose the way to select the best subset of high-resolution bands based on the information theoretic criterion called AIC.",

author = "Ryuei Nishii and Saeko Kusanobu and Noriyuki Nakaoka",

year = "1997",

language = "English",

volume = "2",

pages = "649--651",

editor = "Anon",

booktitle = "International Geoscience and Remote Sensing Symposium (IGARSS)",

publisher = "IEEE",

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AB - The Landsat TM sensor for thermal infrared measurements, Band 6, has lower resolution than those of other six Bands. Nishii et al (1996) proposed a statistical method to improve Band 6 by the linear combination of other six band data. In this case, we observe a subset of high-resolution bands provide a better predictor than that based on all high-resolution bands. This may be Hughes phenomenon. We will propose the way to select the best subset of high-resolution bands based on the information theoretic criterion called AIC.

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