3D mesh interest point detection using GISIFs and heat diffusion

Jan Hurtado; Madeley Coaquira; Cristian Lopez

doi:10.1109/CLEI.2015.7360008

3D mesh interest point detection using GISIFs and heat diffusion

Jan Hurtado, Madeley Coaquira, Cristian Lopez

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

Resumen

To facilitate processing of 3D objects is common to use high-level representations. The interest points are one of them. An interest point should possess a distinctive feature regarding its locality and should be stable in different instances of the object. This article proposes a descriptor based on symmetry (GISIFs) and heat diffusion (HKS). From this features, we select a set of representative points. The GISIFs referenced in this article has not been used to extract local features. We compare our results with the results of other techniques, which make up the state of the art in interest point detection. We use a benchmark that evaluates the accuracy of the selected points with respect to an ideal set of interest points.

Idioma original	Inglés
Título de la publicación alojada	Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015
Editores	Alex Cuadros-Vargas, Hector Cancela, Ernesto Cuadros-Vargas
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781467391436
DOI	https://doi.org/10.1109/CLEI.2015.7360008
Estado	Publicada - 16 dic. 2015
Publicado de forma externa	Sí
Evento	41st Latin American Computing Conference, CLEI 2015 - Arequipa, Perú Duración: 19 oct. 2015 → 23 oct. 2015

Serie de la publicación

Nombre	Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015

Conferencia

Conferencia	41st Latin American Computing Conference, CLEI 2015
País/Territorio	Perú
Ciudad	Arequipa
Período	19/10/15 → 23/10/15

Acceder al documento

10.1109/CLEI.2015.7360008

Otros archivos y enlaces

Enlace a la publicación en Scopus

Citar esto

Hurtado, J., Coaquira, M., & Lopez, C. (2015). 3D mesh interest point detection using GISIFs and heat diffusion. En A. Cuadros-Vargas, H. Cancela, & E. Cuadros-Vargas (Eds.), Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015 Artículo 7360008 (Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CLEI.2015.7360008

Hurtado, Jan ; Coaquira, Madeley ; Lopez, Cristian. / 3D mesh interest point detection using GISIFs and heat diffusion. Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015. editor / Alex Cuadros-Vargas ; Hector Cancela ; Ernesto Cuadros-Vargas. Institute of Electrical and Electronics Engineers Inc., 2015. (Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015).

@inproceedings{ff4b523b45304657b5ee48211ecb6369,

title = "3D mesh interest point detection using GISIFs and heat diffusion",

abstract = "To facilitate processing of 3D objects is common to use high-level representations. The interest points are one of them. An interest point should possess a distinctive feature regarding its locality and should be stable in different instances of the object. This article proposes a descriptor based on symmetry (GISIFs) and heat diffusion (HKS). From this features, we select a set of representative points. The GISIFs referenced in this article has not been used to extract local features. We compare our results with the results of other techniques, which make up the state of the art in interest point detection. We use a benchmark that evaluates the accuracy of the selected points with respect to an ideal set of interest points.",

keywords = "GISIFs, Heat Kernel Signature, Laplace-Beltrami operator, geometry processing, interest point",

author = "Jan Hurtado and Madeley Coaquira and Cristian Lopez",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 41st Latin American Computing Conference, CLEI 2015 ; Conference date: 19-10-2015 Through 23-10-2015",

year = "2015",

month = dec,

day = "16",

doi = "10.1109/CLEI.2015.7360008",

language = "English",

series = "Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Alex Cuadros-Vargas and Hector Cancela and Ernesto Cuadros-Vargas",

booktitle = "Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015",

}

Hurtado, J, Coaquira, M & Lopez, C 2015, 3D mesh interest point detection using GISIFs and heat diffusion. En A Cuadros-Vargas, H Cancela & E Cuadros-Vargas (eds.), Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015., 7360008, Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015, Institute of Electrical and Electronics Engineers Inc., 41st Latin American Computing Conference, CLEI 2015, Arequipa, Perú, 19/10/15. https://doi.org/10.1109/CLEI.2015.7360008

3D mesh interest point detection using GISIFs and heat diffusion. / Hurtado, Jan; Coaquira, Madeley; Lopez, Cristian.
Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015. ed. / Alex Cuadros-Vargas; Hector Cancela; Ernesto Cuadros-Vargas. Institute of Electrical and Electronics Engineers Inc., 2015. 7360008 (Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015).

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

TY - GEN

T1 - 3D mesh interest point detection using GISIFs and heat diffusion

AU - Hurtado, Jan

AU - Coaquira, Madeley

AU - Lopez, Cristian

PY - 2015/12/16

Y1 - 2015/12/16

N2 - To facilitate processing of 3D objects is common to use high-level representations. The interest points are one of them. An interest point should possess a distinctive feature regarding its locality and should be stable in different instances of the object. This article proposes a descriptor based on symmetry (GISIFs) and heat diffusion (HKS). From this features, we select a set of representative points. The GISIFs referenced in this article has not been used to extract local features. We compare our results with the results of other techniques, which make up the state of the art in interest point detection. We use a benchmark that evaluates the accuracy of the selected points with respect to an ideal set of interest points.

AB - To facilitate processing of 3D objects is common to use high-level representations. The interest points are one of them. An interest point should possess a distinctive feature regarding its locality and should be stable in different instances of the object. This article proposes a descriptor based on symmetry (GISIFs) and heat diffusion (HKS). From this features, we select a set of representative points. The GISIFs referenced in this article has not been used to extract local features. We compare our results with the results of other techniques, which make up the state of the art in interest point detection. We use a benchmark that evaluates the accuracy of the selected points with respect to an ideal set of interest points.

KW - GISIFs

KW - Heat Kernel Signature

KW - Laplace-Beltrami operator

KW - geometry processing

KW - interest point

UR - http://www.scopus.com/inward/record.url?scp=84961927155&partnerID=8YFLogxK

U2 - 10.1109/CLEI.2015.7360008

DO - 10.1109/CLEI.2015.7360008

M3 - Conference contribution

AN - SCOPUS:84961927155

T3 - Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015

BT - Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015

A2 - Cuadros-Vargas, Alex

A2 - Cancela, Hector

A2 - Cuadros-Vargas, Ernesto

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 41st Latin American Computing Conference, CLEI 2015

Y2 - 19 October 2015 through 23 October 2015

ER -

Hurtado J, Coaquira M, Lopez C. 3D mesh interest point detection using GISIFs and heat diffusion. En Cuadros-Vargas A, Cancela H, Cuadros-Vargas E, editores, Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7360008. (Proceedings - 2015 41st Latin American Computing Conference, CLEI 2015). doi: 10.1109/CLEI.2015.7360008

3D mesh interest point detection using GISIFs and heat diffusion

Resumen

Serie de la publicación

Conferencia

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto