A note on the optimality of the Karhunen-Loeve expansion

Jerome P. Keating; Joel E. Michalek; James T. Riley

doi:10.1016/0167-8655(83)90025-9

A note on the optimality of the Karhunen-Loeve expansion

Jerome P. Keating
, Joel E. Michalek
, James T. Riley

Department of Population Health Sciences

Producción científica: Article › revisión exhaustiva

2 Citas (Scopus)

Resumen

A simple proof of the optimality of the Karhunen-Loeve expansion, which is prominent in pattern recognition, is established through an application of the Poincaré Separation Theorem.

Idioma original	English (US)
Páginas (desde-hasta)	203-204
Número de páginas	2
Publicación	Pattern Recognition Letters
Volumen	1
N.º	4
DOI	https://doi.org/10.1016/0167-8655(83)90025-9
Estado	Published - may 1983

ASJC Scopus subject areas

Software
Signal Processing
Computer Vision and Pattern Recognition
Artificial Intelligence

Acceder al documento

10.1016/0167-8655(83)90025-9

Otros archivos y enlaces

Citar esto

@article{3032a2efc9a44e0584d791f1805e48c9,

title = "A note on the optimality of the Karhunen-Loeve expansion",

abstract = "A simple proof of the optimality of the Karhunen-Loeve expansion, which is prominent in pattern recognition, is established through an application of the Poincar{\'e} Separation Theorem.",

keywords = "Entropy, mean squared error",

author = "Keating, \{Jerome P.\} and Michalek, \{Joel E.\} and Riley, \{James T.\}",

year = "1983",

month = may,

doi = "10.1016/0167-8655(83)90025-9",

language = "English (US)",

volume = "1",

pages = "203--204",

journal = "Pattern Recognition Letters",

issn = "0167-8655",

publisher = "Elsevier B.V.",

number = "4",

}

TY - JOUR

T1 - A note on the optimality of the Karhunen-Loeve expansion

AU - Keating, Jerome P.

AU - Michalek, Joel E.

AU - Riley, James T.

PY - 1983/5

Y1 - 1983/5

N2 - A simple proof of the optimality of the Karhunen-Loeve expansion, which is prominent in pattern recognition, is established through an application of the Poincaré Separation Theorem.

AB - A simple proof of the optimality of the Karhunen-Loeve expansion, which is prominent in pattern recognition, is established through an application of the Poincaré Separation Theorem.

KW - Entropy

KW - mean squared error

UR - https://www.scopus.com/pages/publications/48749143341

UR - https://www.scopus.com/pages/publications/48749143341#tab=citedBy

U2 - 10.1016/0167-8655(83)90025-9

DO - 10.1016/0167-8655(83)90025-9

M3 - Article

AN - SCOPUS:48749143341

SN - 0167-8655

VL - 1

SP - 203

EP - 204

JO - Pattern Recognition Letters

JF - Pattern Recognition Letters

IS - 4

ER -

A note on the optimality of the Karhunen-Loeve expansion

Resumen

ASJC Scopus subject areas

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto