Abstract
Ear recognition has become a rapidly growing research area in recent years. This paper gives an up-to-date review of research works in ear recognition based on 3D data and 2D ear images. For ear recognition in 3D, recent works on 3D feature extraction and model matching are presented and discussed. For 3D ear recognition based on 2D images, 3D ear model reconstruction is mainly discussed. For ear recognition in 2D, main research works on ear detection, ear feature extraction and classification are presented and discussed. Some possible future research interests are proposed in the end.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Iannarelli, A.: Ear Identification. Forensic Identification Series. Paramount Publishing Company, Fremont (1989)
Choraś, M.: Intelligent Computing for Automated Biometrics, Criminal and Forensic Applications. In: Huang, D.-S., Heutte, L., Loog, M. (eds.) ICIC 2007. LNCS, vol. 4681, pp. 1170–1181. Springer, Heidelberg (2007)
Alberink, I., Ruifrok, A.: Performance of the FearID earprint identification system. Forensic Science International 166(2), 145–154 (2007)
Bhanu, B., Chen, H.: Human Ear Recognition by Computer. Springer, Heidelberg (2008) ISBN: 978-1-84800-128-2
Yuan, L., Zhang, F.: Ear Detection based on Improved Adaboost Algorithm. In: Proceedings of the 2009 International Conference on Machine Learning and Cybernetics, pp. 2414–2417 (2009)
Abaza, A., Hebert, C., Harrison, M.A.F.: Fast Learning Ear Detection for Real-time Surveillance. In: Fourth IEEE International Conference on Biometrics: Theory Applications and Systems (BTAS), pp. 1–6 (2010)
Yan, P., Bowyer, K.W.: Biometric Recognition Using 3D Ear Shape. IEEE Transactions on Pattern Analysis and Machine Intelligence 29(8), 1297–1308 (2007)
Chen, H., Bhanu, B.: Efficient Recognition of Highly Similar 3D Objects in Range Images. IEEE Transactions on Pattern Analysis And Machine Intelligence 31(1), 172–179 (2009)
Cadavid, S., Abdel-Mottaleb, M.: 3D Ear Modeling and Recognition From Video Sequences Using Shape From Shading. IEEE Transactions on Information Forensics And Security 3(4), 709–718 (2008)
Liu, H., Yan, J.Q., Zhang, D.: 3D Ear Reconstruction Attempts: Using Multi-view. In: International Conference on Intelligent Computing, pp. 578–583 (2006)
Zeng, H., Mu, Z.C., et al.: Automatic 3D Ear Reconstruction Based on Binocular Stereo Vision. In: 2009 IEEE International Conference on Systems, Man, and Cybernetics, Texas, USA, pp. 1–5 (2009)
Sun, C., Mu, Z.C., Zeng, H.: Automatic 3D Ear Reconstruction Based on Epipolar Geometry. In: ICIG 2009, pp. 496–500 (2009)
Yuan, L., Mu, Z., Xu, Z.: Using Ear Biometrics for Personal Recognition. In: Li, S.Z., Sun, Z., Tan, T., Pankanti, S., Chollet, G., Zhang, D. (eds.) IWBRS 2005. LNCS, vol. 3781, pp. 221–228. Springer, Heidelberg (2005)
Tian, Y., Yuan, W.Q.: Ear Recognition based on Fusion of Scale Invariant Feature Transform and Geometric Feature. Acta Optica Sinica 28(8), 1486–1491 (2008)
Nanni, L., Lumini, A.: A multi-matcher for Ear Authentication. Pattern Recognition Letters 28(16), 2219–2226 (2007)
Hurley, D., Nixon, M., Carter, J.: Force field feature extraction for ear biometrics. Computer Vision and Image Understanding 98(3), 491–512 (2005)
Chang, K., Bowyer, W.K., et al.: Comparison and Combination of Ear and Face Images in Appearance-Based Biometrics. IEEE Trans. on Pattern Analysis and Machine Intelligence 25(9), 1160–1165 (2003)
Xie, Z.X., Mu, Z.C.: Ear Recognition Using LLE and IDLLE Algorithm. In: The 19th International Conference on Pattern Recognition (2008)
Dun, W.J., Mu, Z.C.: An ICA Baased Ear Recognition Method through Nonlinear Adaptive Feature Fusion. Journal of Computer Aided Design & Computer Graphics 21(3), 383–388 (2009)
Arbab-Zavar, B., Nixon, M.: Robust Log-Gabor Filter for Ear Biometrics. In: Proc. 20th International Conference on Pattern Recognition (2008)
Bustard, J.D., Nixon, M.: Robust 2D Ear Registration and Recognition Based on SIFT Point Matching. In: Proc. 2nd IEEE Conference on Biometrics: Theory, Applications and Systems (2008)
Yuan, L., Fu, W., Mu, Z.C.: An Automatic Ear Recognition Approach. In: Proceedings of the 30th Chinese Control Conference, China, pp. 3310–3314 (2011)
Yuan, L., Mu, Z.C.: Multimodal Recognition using Ear and Face. In: 5th International Conference on Wavelet Analysis and Pattern Recognition, Beijing (2007)
Dun, W.J., Mu, Z.C.: Multi-modal Recognition of Face and Ear Images Based on Two Types of Independent Component Analysis. Journal of Computational Information Systems 4(5), 1977–1983 (2008)
Theoharis, T., Passalis, G., et al.: Unified 3D Face and Ear Recognition using Wavelets on Geometry Images. Pattern Recognition 41(3), 796–804 (2008)
Islam, S.M.S., Bennamoun, M., Mian, A.S., Davies, R.: Score Level Fusion of Ear and Face Local 3D Features for Fast and Expression-Invariant Human Recognition. In: Kamel, M., Campilho, A. (eds.) ICIAR 2009. LNCS, vol. 5627, pp. 387–396. Springer, Heidelberg (2009)
Mahoor, M.H., Cadavid, S., Abdel-Mottaleb, M.: Multi-modal Ear and Face Modeling and Recognition. In: Proceeding of International Conference on Image Processing (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Yuan, L., Mu, ZC., Yang, F. (2011). A Review of Recent Advances in Ear Recognition. In: Sun, Z., Lai, J., Chen, X., Tan, T. (eds) Biometric Recognition. CCBR 2011. Lecture Notes in Computer Science, vol 7098. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25449-9_32
Download citation
DOI: https://doi.org/10.1007/978-3-642-25449-9_32
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-25448-2
Online ISBN: 978-3-642-25449-9
eBook Packages: Computer ScienceComputer Science (R0)