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5. Advanced Topics

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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6. Performance Testing

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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7. What’s next?

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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8. System Errors Revisited

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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9. APIs, Standards, and Databases

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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10. Selecting a Biometric

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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11. A Biometric’s Individuality

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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12. Creating and Maintaining Databases

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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13. Large-Scale Applications

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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14. Thwarting Attacks

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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15. Integrating Information

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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16. Identification System Errors

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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17. Basic System Errors

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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18. Additional Biometrics

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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19. Introduction

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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20. The Common Biometrics

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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21. Authentication and Biometrics

Author

Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., Senior, Andrew W., Bolle, Ruud M., Connell, Jonathan H., Pankanti, Sharath, Ratha, Nalini K., and Senior, Andrew W.

Published
2004
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24. Privacy Protection in High Security Biometrics Applications

Author

Ratha, Nalini K., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Kumar, Ajay, editor, and Zhang, David, editor

Published
2010
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26. Performance Evaluation in 1 : 1 Biometric Engines

Author

Bolle, Ruud M., Ratha, Nalini K., Pankanti, Sharath, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Li, Stan Z., editor, Lai, Jianhuang, editor, Tan, Tieniu, editor, Feng, Guocan, editor, and Wang, Yunhong, editor

Published
2005
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27. A Secure Protocol for Data Hiding in Compressed Fingerprint Images

Author

Ratha, Nalini K., Figueroa-Villanueva, Miguel A., Connell, Jonathan H., Bolle, Ruud M., Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Maltoni, Davide, editor, and Jain, Anil K., editor

Published
2004
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32. Fingerprint Minutiae: A Constructive Definition

Author

Bolle, Ruud M., Senior, Andrew W., Ratha, Nalini K., Pankanti, Sharath, Goos, Gerhard, editor, Hartmanis, Juris, editor, van Leeuwen, Jan, editor, Tistarelli, Massimo, editor, Bigun, Josef, editor, and Jain, Anil K., editor

Published
2002
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34. Automated Biometrics

Author

Ratha, Nalini K., Senior, Andrew, Bolle, Ruud M., Goos, Gerhard, editor, Hartmanis, Juris, editor, van Leeuwen, Jan, editor, Singh, Sameer, editor, Murshed, Nabeel, editor, and Kropatsch, Walter, editor

Published
2001
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35. Research issues in biometrics

Author

Bolle, Ruud M., Ratha, Nalini K., Pankanti, S., Goos, Gerhard, editor, Hartmanis, Juris, editor, van Leeuwen, Jan, editor, Chin, Roland, editor, and Pong, Ting-Chuen, editor

Published
1997
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37. Alternative Medicines for Diabetes Management : Advances in Pharmacognosy and Medicinal Chemistry

Author

Varma H. Rambaran, Nalini K. Singh, Varma H. Rambaran, and Nalini K. Singh

Subjects
Materia medica, Vegetable--Therapeutic use, Diabetes--Ayurvedic treatment, Diabetes--Alternative treatment, Materia medica, Vegetable, Pharmacognosy
Abstract

Apart from diet and exercise, the strategic use of different classes of prescribed or non-prescribed xenobiotic compounds for the restoration of euglycemic levels in the body is well known. The ongoing rivalry between the recommended usage of allopathic medicines versus ayurvedic remedies has encouraged many researchers to focus their studies on thoroughly isolating and characterizing the extracts from different parts of plants and then evaluating their relative activities via in vitro, in vivo and in some cases clinical studies. Alternative Medicines for Diabetes Management: Advances in Pharmacognosy and Medicinal Chemistry provides a holistic view of all oral therapies for diabetes mellitus that are available to the public by removing the silos and stigmas that are associated with both allopathic and ayurvedic medicines. Additional Features Include: Highlights the potential role of dietary and medicinal plant materials in the prevention, treatment, and control of diabetes and its complications. Educates readers on the benefits and shortcomings of the various present and potential oral therapies for diabetes mellitus. Allows quick identification and retrieval of material by researchers learning the efficacy, associated dosage and toxicity of each of the classes of compounds. Presents the history, nomenclature, mechanisms of action and shortcomings for each of the various sub-classes of allopathic therapeutants for diabetes mellitus and then introduces ayurvedic medicines. Section C discusses various metallopharmaceuticals and provides a holistic view of all available and potential therapies for the disease.

Published
2023

38. Deep Learning-Based Face Analytics

Author

Nalini K Ratha, Vishal M. Patel, Rama Chellappa, Nalini K Ratha, Vishal M. Patel, and Rama Chellappa

Subjects
Computer vision, Biometric identification, Machine learning, Neural networks (Computer science)
Abstract

This book provides an overview of different deep learning-based methods for face recognition and related problems. Specifically, the authors present methods based on autoencoders, restricted Boltzmann machines, and deep convolutional neural networks for face detection, localization, tracking, recognition, etc. The authors also discuss merits and drawbacks of available approaches and identifies promising avenues of research in this rapidly evolving field. Even though there have been a number of different approaches proposed in the literature for face recognition based on deep learning methods, there is not a single book available in the literature that gives a complete overview of these methods. The proposed book captures the state of the art in face recognition using various deep learning methods, and it covers a variety of different topics related to face recognition. This book is aimed at graduate students studying electrical engineering and/or computer science. Biometrics is a course that is widely offered at both undergraduate and graduate levels at many institutions around the world: This book can be used as a textbook for teaching topics related to face recognition. In addition, the work is beneficial to practitioners in industry who are working on biometrics-related problems. The prerequisites for optimal use are the basic knowledge of pattern recognition, machine learning, probability theory, and linear algebra.

Published
2021

39. Guide to Biometrics

Author

Ruud M. Bolle, Jonathan H. Connell, Sharath Pankanti, Nalini K. Ratha, Andrew W. Senior, Ruud M. Bolle, Jonathan H. Connell, Sharath Pankanti, Nalini K. Ratha, and Andrew W. Senior

Subjects
Pattern recognition systems, Artificial intelligence, Computer vision
Abstract

Starting with fingerprints more than a hundred years ago, there has been ongoing research in biometrics. Within the last forty years face and speaker recognition have emerged as research topics. However, as recently as a decade ago, biometrics itself did not exist as an independent field. Each of the biometric-related topics grew out of different disciplines. For example, the study of fingerprints came from forensics and pattern recognition, speaker recognition evolved from signal processing, the beginnings of face recognition were in computer vision, and privacy concerns arose from the public policy arena. One of the challenges of any new field is to state what the core ideas are that define the field in order to provide a research agenda for the field and identify key research problems. Biometrics has been grappling with this challenge since the late 1990s. With the matu­ ration of biometrics, the separate biometrics areas are coalescing into the new discipline of biometrics. The establishment of biometrics as a recognized field of inquiry allows the research community to identify problems that are common to biometrics in general. It is this identification of common problems that will define biometrics as a field and allow for broad advancement.

Published
2013

40. Audio- and Video-Based Biometric Person Authentication : 5th International Conference, AVBPA 2005, Hilton Rye Town, NY, USA, July 20-22, 2005, Proceedings

Author

Takeo Kanade, Anil Jain, Nalini K. Ratha, Takeo Kanade, Anil Jain, and Nalini K. Ratha

Subjects
Automatic speech recognition--Congresses, Optical pattern recognition--Congresses, Biometric identification--Congresses
Abstract

This book constitutes the refereed proceedings of the 5th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA 2005, held in Hilton Rye Town, NY, USA, in July 2005. The 66 revised oral papers and 50 revised poster papers presented were carefully reviewed and selected from numerous submissions. The papers discuss all aspects of biometrics including iris, fingerprint, face, palm print, gait, gesture, speaker, and signature; theoretical and algorithmic issues are dealt with as well as systems issues. The industrial side of biometrics is evident from presentations on smart cards, wireless devices, and architectural and implementation aspects.

Published
2011

41. Deep Feature Fusion for Face Analytics

Author

Sankaran, Nishant, Mohan, Deen Dayal, Tulyakov, Sergey, Setlur, Srirangaraj, Govindaraju, Venu, Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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42. Hashing A Face

Author

Karaman, Svebor, Chang, Shih-Fu, Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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43. Evolution of Newborn Face Recognition

Author

Tripathi, Pavani, Keshari, Rohit, Vatsa, Mayank, Singh, Richa, Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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44. Learning 3D Face Morphable Model from In-the-Wild Images

Author

Tran, Luan, Liu, Xiaoming, Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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45. Deblurring Face Images Using Deep Networks

Author

Yasarla, Rajeev, Perazzi, Federico, Patel, Vishal M., Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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46. Blind Super-resolution of Faces for Surveillance

Author

Nimisha, T. M., Rajagopalan, A. N., Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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47. Face Segmentation, Face Swapping, and How They Impact Face Recognition

Author

Nirkin, Y., Masi, I., Tuan Tran, Anh, Hassner, T., Medioni, G., Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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48. Disentangled Representation Learning and Its Application to Face Analytics

Author

Metaxas, Dimitris N., Zhao, Long, Peng, Xi, Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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49. Scalable Person Re-identification: Beyond Supervised Approaches

Author

Panda, Rameswar, Roy-Chowdhury, Amit, Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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50. Evaluation of Face Recognition Systems

Author

Grother, Patrick, Ngan, Mei, Singh, Sameer, Founding Editor, Kang, Sing Bing, Series Editor, Bischof, Horst, Advisory Editor, Bowden, Richard, Advisory Editor, Dickinson, Sven, Advisory Editor, Jia, Jiaya, Advisory Editor, Lee, Kyoung Mu, Advisory Editor, Lin, Zhouchen, Advisory Editor, Sato, Yoichi, Advisory Editor, Schiele, Bernt, Advisory Editor, Sclaroff, Stan, Advisory Editor, Ratha, Nalini K, editor, Patel, Vishal M., editor, and Chellappa, Rama, editor

Published
2021
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