LGHD: A feature descriptor for matching across non-linear intensity variations

Cristhian A. Aguilera; Angel D. Sappa; Ricardo Toledo

doi:10.1109/ICIP.2015.7350783

LGHD: A feature descriptor for matching across non-linear intensity variations

Cristhian A. Aguilera, Angel D. Sappa, Ricardo Toledo

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

123 Citas (Scopus)

Resumen

This paper presents a new feature descriptor suitable to the task of matching features points between images with nonlinear intensity variations. This includes image pairs with significant illuminations changes, multi-modal image pairs and multi-spectral image pairs. The proposed method describes the neighbourhood of feature points combining frequency and spatial information using multi-scale and multi-oriented Log-Gabor filters. Experimental results show the validity of the proposed approach and also the improvements with respect to the state of the art.

Idioma original	Inglés
Título de la publicación alojada	2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings
Editorial	IEEE Computer Society
Páginas	178-181
Número de páginas	4
ISBN (versión digital)	9781479983391
DOI	https://doi.org/10.1109/ICIP.2015.7350783
Estado	Publicada - 2015
Publicado de forma externa	Sí
Evento	IEEE International Conference on Image Processing, ICIP 2015 - Quebec City, Canadá Duración: 2015 → 2015

Serie de la publicación

Nombre	Proceedings - International Conference on Image Processing, ICIP
Volumen	2015-December
ISSN (versión impresa)	1522-4880

Conferencia

Conferencia	IEEE International Conference on Image Processing, ICIP 2015
País/Territorio	Canadá
Ciudad	Quebec City
Período	27/09/15 → 30/09/15

Nota bibliográfica

Publisher Copyright:
© 2015 IEEE.

Áreas temáticas de ASJC Scopus

Software
Visión artificial y reconocimiento de patrones
Procesamiento de senales

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10.1109/ICIP.2015.7350783

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Aguilera, C. A., Sappa, A. D., & Toledo, R. (2015). LGHD: A feature descriptor for matching across non-linear intensity variations. En 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings (pp. 178-181). Artículo 7350783 (Proceedings - International Conference on Image Processing, ICIP; Vol. 2015-December). IEEE Computer Society. https://doi.org/10.1109/ICIP.2015.7350783

@inproceedings{1902cc18e0774a06b9d460add0373c19,

title = "LGHD: A feature descriptor for matching across non-linear intensity variations",

abstract = "This paper presents a new feature descriptor suitable to the task of matching features points between images with nonlinear intensity variations. This includes image pairs with significant illuminations changes, multi-modal image pairs and multi-spectral image pairs. The proposed method describes the neighbourhood of feature points combining frequency and spatial information using multi-scale and multi-oriented Log-Gabor filters. Experimental results show the validity of the proposed approach and also the improvements with respect to the state of the art.",

keywords = "Feature descriptor, LWIR, multi-modal, multi-spectral, NIR",

author = "Aguilera, {Cristhian A.} and Sappa, {Angel D.} and Ricardo Toledo",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE International Conference on Image Processing, ICIP 2015 ; Conference date: 27-09-2015 Through 30-09-2015",

year = "2015",

month = dec,

day = "9",

doi = "10.1109/ICIP.2015.7350783",

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Aguilera, CA, Sappa, AD & Toledo, R 2015, LGHD: A feature descriptor for matching across non-linear intensity variations. En 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings., 7350783, Proceedings - International Conference on Image Processing, ICIP, vol. 2015-December, IEEE Computer Society, pp. 178-181, IEEE International Conference on Image Processing, ICIP 2015, Quebec City, Canadá, 27/09/15. https://doi.org/10.1109/ICIP.2015.7350783

LGHD: A feature descriptor for matching across non-linear intensity variations. / Aguilera, Cristhian A.; Sappa, Angel D.; Toledo, Ricardo.
2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, 2015. p. 178-181 7350783 (Proceedings - International Conference on Image Processing, ICIP; Vol. 2015-December).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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AB - This paper presents a new feature descriptor suitable to the task of matching features points between images with nonlinear intensity variations. This includes image pairs with significant illuminations changes, multi-modal image pairs and multi-spectral image pairs. The proposed method describes the neighbourhood of feature points combining frequency and spatial information using multi-scale and multi-oriented Log-Gabor filters. Experimental results show the validity of the proposed approach and also the improvements with respect to the state of the art.

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BT - 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings

PB - IEEE Computer Society

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LGHD: A feature descriptor for matching across non-linear intensity variations

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Serie de la publicación

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Áreas temáticas de ASJC Scopus

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