XM2VTSDB

This is the home page for the XM2VTSDB multi-modal face database project. In this project a large multi-modal database was captured onto high quality digital video. The XM2VTSDB contains four recordings of 295 subjects taken over a period of four months. Each recording contains a speaking head shot and a rotating head shot. Sets of data taken from this database are available including high quality colour images, 32 KHz 16-bit sound files, video sequences and a 3d Model. For more information about the database and how to order it follow the links at the side of this page. The database was aquired within the M2VTS project (Multi Modal Verification for Teleservices and Security applications), a part of the EU ACTS programme, which deals with access control by the use of multimodal identification of human faces. The goal of using a multimodal recognition scheme is to improve the recognition efficiency by combining single modalities, namely face and voice features. The XM2VTSDB is being made available at cost price only - no benefits are expected from the distribution - we ask the end users to acknowledge the M2VTS project whenever this database is used (see the user agreement).


References in zbMATH (referenced in 47 articles )

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  1. Luo, Minnan; Nie, Feiping; Chang, Xiaojun; Yang, Yi; Hauptmann, Alexander G.; Zheng, Qinghua: Avoiding optimal mean (\ell_2,1)-norm maximization-based robust PCA for reconstruction (2017)
  2. Hovhannisyan, Vahan; Parpas, Panos; Zafeiriou, Stefanos: MAGMA: multilevel accelerated gradient mirror descent algorithm for large-scale convex composite minimization (2016)
  3. Benitez-Quiroz, C. F.; Rivera, Samuel; Gotardo, Paulo F. U.; Martinez, Aleix M.: Salient and non-salient fiducial detection using a probabilistic graphical model (2014) ioport
  4. Kan, Meina; Wu, Junting; Shan, Shiguang; Chen, Xilin: Domain adaptation for face recognition: targetize source domain bridged by common subspace (2014)
  5. Mehta, Rakesh; Yuan, Jirui; Egiazarian, Karen: Face recognition using scale-adaptive directional and textural features (2014) ioport
  6. Wang, Nannan; Tao, Dacheng; Gao, Xinbo; Li, Xuelong; Li, Jie: A comprehensive survey to face hallucination (2014) ioport
  7. Kan, Meina; Shan, Shiguang; Su, Yu; Xu, Dong; Chen, Xilin: Adaptive discriminant learning for face recognition (2013) ioport
  8. Rizo-Rodríguez, Dayron; Méndez-Vázquez, Heydi; García-Reyes, Edel: Illumination invariant face recognition using quaternion-based correlation filters (2013)
  9. Allano, Lorène; Dorizzi, Bernadette; Garcia-Salicetti, Sonia: A new protocol for multi-biometric systems’ evaluation maintaining the dependencies between biometric scores (2012) ioport
  10. Efraty, Boris; Bilgazyev, Emil; Shah, Shishir; Kakadiaris, Ioannis A.: Profile-based 3D-aided face recognition (2012) ioport
  11. Nikitidis, Symeon; Nikolaidis, Nikos; Pitas, Ioannis: Multiplicative update rules for incremental training of multiclass support vector machines (2012)
  12. Rivera, Samuel; Martinez, Aleix M.: Learning deformable shape manifolds (2012) ioport
  13. Song, Mingli; Chen, Chun; Bu, Jiajun; Sha, Teng: Image-based facial sketch-to-photo synthesis via online coupled dictionary learning (2012) ioport
  14. Tresadern, P. A.; Ionita, M. C.; Cootes, T. F.: Real-time facial feature tracking on a mobile device (2012) ioport
  15. Zaeri, Naser: Discriminant phase component for face recognition (2012) ioport
  16. Saragih, Jason M.; Lucey, Simon; Cohn, Jeffrey F.: Deformable model fitting by regularized landmark mean-shift (2011)
  17. Zafeiriou, Stefanos; Petrou, Maria: Nonnegative tensor factorization as an alternative Csiszar-Tusnady procedure: algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms (2011)
  18. Bourlai, Thirimachos; Kittler, Josef; Messer, Kieron: On design and optimization of face verification systems that are smart-card based (2010) ioport
  19. Fierrez, J.; Galbally, J.; Ortega-Garcia, J.; Freire, M. R.; Alonso-Fernandez, F.; Ramos, D.; Toledano, D. T.; Gonzalez-Rodriguez, J.; Siguenza, J. A.; Garrido-Salas, J.: BiosecurID: a multimodal biometric database (2010) ioport
  20. Galbally, Javier; McCool, Chris; Fierrez, Julian; Marcel, Sebastien; Ortega-Garcia, Javier: On the vulnerability of face verification systems to hill-climbing attacks (2010)

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