Multi-view 3D model reconstruction: Exploitation of color homogeneity in voxel mask

S. S. Wong; K. L. Chan

Multi-view 3D model reconstruction: Exploitation of color homogeneity in voxel mask

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

2 Citations (Scopus)

Abstract

This project aims to reconstruct a 3D object model from an image sequence captured by a mobile camera. "Shape-from-Silhouette/Photo-consistency" approach is adopted for the volumetric model reconstruction. To correct the concavity error, a novel voxel mask in 3D space for measuring the color dispersion, instead of using the conventional block matching technique, is proposed to locate the concavity of the object surface. In addition, a new technique for partial surface estimation is implemented to overcome the reconstruction problem due to insufficient texture information or color homogeneity. Finally, a single texture map, which is generated from the original multi-view images, is rendered to the surface model. © 2004 IEEE.

Original language	English
Title of host publication	Proceedings - Third International Conference on Image and Graphics
Pages	142-145
Publication status	Published - 2004
Event	Proceedings - Third International Conference on Image and Graphics - Hong Kong, Hong Kong Duration: 18 Dec 2004 → 20 Dec 2004

Conference

Conference	Proceedings - Third International Conference on Image and Graphics
Country/Territory	Hong Kong
City	Hong Kong
Period	18/12/04 → 20/12/04

Research Keywords

Model reconstruction
Texture mapping

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@inproceedings{4d6c752d13944dcc8c176b2ab04dcfe5,

title = "Multi-view 3D model reconstruction: Exploitation of color homogeneity in voxel mask",

abstract = "This project aims to reconstruct a 3D object model from an image sequence captured by a mobile camera. {"}Shape-from-Silhouette/Photo-consistency{"} approach is adopted for the volumetric model reconstruction. To correct the concavity error, a novel voxel mask in 3D space for measuring the color dispersion, instead of using the conventional block matching technique, is proposed to locate the concavity of the object surface. In addition, a new technique for partial surface estimation is implemented to overcome the reconstruction problem due to insufficient texture information or color homogeneity. Finally, a single texture map, which is generated from the original multi-view images, is rendered to the surface model. {\textcopyright} 2004 IEEE.",

keywords = "Model reconstruction, Texture mapping",

author = "Wong, {S. S.} and Chan, {K. L.}",

year = "2004",

language = "English",

isbn = "0769522440",

pages = "142--145",

booktitle = "Proceedings - Third International Conference on Image and Graphics",

note = "Proceedings - Third International Conference on Image and Graphics ; Conference date: 18-12-2004 Through 20-12-2004",

}

TY - GEN

T1 - Multi-view 3D model reconstruction

T2 - Proceedings - Third International Conference on Image and Graphics

AU - Wong, S. S.

AU - Chan, K. L.

PY - 2004

Y1 - 2004

N2 - This project aims to reconstruct a 3D object model from an image sequence captured by a mobile camera. "Shape-from-Silhouette/Photo-consistency" approach is adopted for the volumetric model reconstruction. To correct the concavity error, a novel voxel mask in 3D space for measuring the color dispersion, instead of using the conventional block matching technique, is proposed to locate the concavity of the object surface. In addition, a new technique for partial surface estimation is implemented to overcome the reconstruction problem due to insufficient texture information or color homogeneity. Finally, a single texture map, which is generated from the original multi-view images, is rendered to the surface model. © 2004 IEEE.

AB - This project aims to reconstruct a 3D object model from an image sequence captured by a mobile camera. "Shape-from-Silhouette/Photo-consistency" approach is adopted for the volumetric model reconstruction. To correct the concavity error, a novel voxel mask in 3D space for measuring the color dispersion, instead of using the conventional block matching technique, is proposed to locate the concavity of the object surface. In addition, a new technique for partial surface estimation is implemented to overcome the reconstruction problem due to insufficient texture information or color homogeneity. Finally, a single texture map, which is generated from the original multi-view images, is rendered to the surface model. © 2004 IEEE.

KW - Model reconstruction

KW - Texture mapping

UR - http://www.scopus.com/inward/record.url?scp=17044371128&partnerID=8YFLogxK

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-17044371128&origin=recordpage

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 0769522440

SN - 9780769522449

SP - 142

EP - 145

BT - Proceedings - Third International Conference on Image and Graphics

Y2 - 18 December 2004 through 20 December 2004

ER -

Multi-view 3D model reconstruction: Exploitation of color homogeneity in voxel mask

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