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2016 | OriginalPaper | Buchkapitel

Issues and Approaches to Design of a Range Image Face Database

verfasst von : Suranjan Ganguly, Debotosh Bhattacharjee, Mita Nasipuri

Erschienen in: Information Systems Design and Intelligent Applications

Verlag: Springer India

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Abstract

Development of new databases contributing much among researchers for solving many challenging tasks that might have an important role during the implementation of efficient algorithms to handle all difficulties for an automatic system. In this paper, authors have introduced the issues and approaches that have been considered during image acquisition procedure during designing of own face database. This database consists of almost all the challenges in the domain of computer vision especially face recognition. Acquisition of database’s images are done in our own institute’s laboratory with variations of facial actions (i.e. movement of facial units, expression), illumination, occlusion, as well as a pose. Along with the 3D face images, corresponding 2D face images have also been captured using Structured Light Scanner (SLS). Particularly, this image acquisition technique is not harmful as laser scanner does. Moreover, authors have made the visualization of practical representation of laboratory setup within this article that would again be helpful to the researchers for better understanding the image acquisition procedure in detail. In this databases, authors have accomplished the X, Y planes along with range face image and corresponding 2D image of human face.

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Literatur
1.
Zurück zum Zitat Ganguly, S., Bhattacharjee, D., and Nasipuri, M.: 3D Face Recognition from Range Images Based on Curvature Analysis. In: ICTACT Journal on Image and Video Processing, Vol. 04, Issue. 03, pp. 748–753 (2014). Ganguly, S., Bhattacharjee, D., and Nasipuri, M.: 3D Face Recognition from Range Images Based on Curvature Analysis. In: ICTACT Journal on Image and Video Processing, Vol. 04, Issue. 03, pp. 748–753 (2014).
2.
Zurück zum Zitat Funkhouser, T.: Overview of 3D Object Representations. Princeton University, C0S 597D (2003). Funkhouser, T.: Overview of 3D Object Representations. Princeton University, C0S 597D (2003).
Metadaten
Titel
Issues and Approaches to Design of a Range Image Face Database
verfasst von
Suranjan Ganguly
Debotosh Bhattacharjee
Mita Nasipuri
Copyright-Jahr
2016
Verlag
Springer India
DOI
https://doi.org/10.1007/978-81-322-2752-6_42