Partial Match of 3D Faces using Facial Curves between SIFT Keypoints (English)

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In this work, we propose and experiment an original solution to 3D face recognition which supports partial matching of facial scans as occurs in the case of missing parts and occlusions. In the proposed approach, distinguishing traits of the face are captured by first extracting SIFT keypoints on the face scan and then measuring how the face changes along facial curves defined between pairs of keypoints. Facial curves are also associated with a measure of salience so as to distinguish curves that model characterizing traits of some subjects from curves that are frequently observed in the face of many different subjects. The recognition accuracy of the approach has been experimented on the Face Recognition Grand Challenge dataset.

  • Title:
    Partial Match of 3D Faces using Facial Curves between SIFT Keypoints
  • Author / Creator:
  • Published in:
  • Publisher:
    The Eurographics Association
  • Place of publication:
    Postfach 8043, 38621 Goslar, Germany
  • Year of publication:
    2011
  • Size:
    4 pages
  • ISBN:
  • ISSN:
  • DOI:
  • Type of media:
    Conference paper
  • Type of material:
    Electronic Resource
  • Language:
    English
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Table of contents conference proceedings

The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

1
Generative Object Definition and Semantic Recognition
Ullrich, Torsten / Fellner, Dieter W. | 2011
9
Real-Time 3D Face Recognition using Line Projection and Mesh Sampling
Rodrigues, Marcos A. / Robinson, A. | 2011
17
Refining Shape Correspondence for Similar Objects Using Strain
Phan, Ly / Knutsen, Andrew K. / Bayly, Philip V. / Rugonyi, Sandra / Grimm, Cindy | 2011
25
ConTopo: Non-Rigid 3D Object Retrieval using Topological Information guided by Conformal Factors
Sfikas, Konstantinos / Pratikakis, Ioannis / Theoharis, Theoharis | 2011
33
Heat Diffusion Approach for Feature-based Body Scans Analysis
Lovato, Christian / Zancanaro, C. / Castellani, Umberto / Giachetti, Andrea | 2011
41
Bag of Words and Local Spectral Descriptor for 3D Partial Shape Retrieval
Lavoué, Guillaume | 2011
49
Local Shape Descriptors, a Survey and Evaluation
Heider, Paul / Pierre-Pierre, Alain / Li, Ruosi / Grimm, Cindy | 2011
57
Evaluation of 3D Interest Point Detection Techniques
Dutagaci, Helin / Cheung, Chun Pan / Godil, Afzal | 2011
65
SHREC '11 Track: Generic Shape Retrieval
Dutagaci, H. / Godil, A. / Daras, P. / Axenopoulos, A. / Litos, G. / Manolopoulou, S. / Goto, K. / Yanagimachi, T. / Kurita, Y. / Kawamura, S. et al. | 2011
71
SHREC '11: Robust Feature Detection and Description Benchmark
Boyer, E. / Bronstein, A. M. / Bronstein, M. M. / Bustos, B. / Darom, T. / Horaud, R. / Hotz, I. / Keller, Y. / Keustermans, J. / Kovnatsky, A. et al. | 2011
79
SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes
Lian, Z. / Godil, A. / Bustos, B. / Daoudi, M. / Hermans, J. / Kawamura, S. / Kurita, Y. / Lavoué, G. / Nguyen, H. V. / Ohbuchi, R. et al. | 2011
89
SHREC '11 Track: 3D Face Models Retrieval
Veltkamp, R. C. / Jole, S. van / Drira, H. / Amor, B. Ben / Daoudi, M. / Li, H. / Chen, L. / Claes, P. / Smeets, D. / Hermans, J. et al. | 2011
97
A GPU Based High-efficient and Accurate Optimal Pose Alignment Approach of 3D Objects
Zhang, Qian / Jia, Jinyuan | 2011
101
Selecting 3D Curves on the Nasal Surface using AdaBoost for Person Authentication
Ballihi, Lahoucine / Amor, B. Ben / Daoudi, M. / Srivastava, A. / Aboutajdine, D. | 2011
105
Human Activity Modeling on Shape Manifold
Yi, Sheng / Krim, Hamid / Norris, L. K. | 2011
113
Feature Template based 3D Model Retrieval
Pan, Xiang / Chen, QiHua / Liu, Zhi | 2011
117
Partial Match of 3D Faces using Facial Curves between SIFT Keypoints
Berretti, Stefano / Bimbo, Alberto Del / Pala, Pietro | 2011
121
A Framework For 3D Object Retrieval Algorithm Analysis
Lourenço, Tiago / Ferreira, Alfredo / Fonseca, Manuel J. | 2011