D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 31 Citations 3,993 152 World Ranking 7937 National Ranking 397

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer vision
  • Biometrics

His primary areas of investigation include Biometrics, Artificial intelligence, Data mining, Iris recognition and Feature extraction. His Biometrics study is focused on Computer security in general. His Computer security research incorporates themes from Emerging technologies and Benchmark.

His Artificial intelligence research incorporates themes from Computer vision and Pattern recognition. His studies in Feature extraction integrate themes in fields like IRIS, Software engineering and Usability. His Cryptography study incorporates themes from Homomorphic encryption, Biometric data and Internet privacy.

His most cited work include:

  • A survey on biometric cryptosystems and cancelable biometrics (443 citations)
  • Alignment-free cancelable iris biometric templates based on adaptive bloom filters (82 citations)
  • Secure iris recognition based on local intensity variations (76 citations)

What are the main themes of his work throughout his whole career to date?

His main research concerns Biometrics, Artificial intelligence, Pattern recognition, Iris recognition and Computer vision. His work carried out in the field of Biometrics brings together such families of science as Data mining, Identification and Bloom filter. His Data mining study combines topics from a wide range of disciplines, such as Cryptography, Fuzzy logic, Key, Error detection and correction and Search engine indexing.

His Pattern recognition research focuses on Speech recognition and how it connects with Mixture model. The various areas that Christian Rathgeb examines in his Iris recognition study include Signature recognition, Discriminative model, Hamming distance and Similarity. The concepts of his Feature extraction study are interwoven with issues in Algorithm and Image fusion.

He most often published in these fields:

  • Biometrics (69.83%)
  • Artificial intelligence (63.13%)
  • Pattern recognition (37.99%)

What were the highlights of his more recent work (between 2019-2021)?

  • Artificial intelligence (63.13%)
  • Biometrics (69.83%)
  • Facial recognition system (19.55%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Artificial intelligence, Biometrics, Facial recognition system, Face and Computer vision. His research on Artificial intelligence often connects related areas such as Pattern recognition. Christian Rathgeb performs integrative Biometrics and Quality research in his work.

His Facial recognition system research is multidisciplinary, incorporating perspectives in Spoofing attack, Word error rate, Morphing, Feature extraction and Data science. As a member of one scientific family, Christian Rathgeb mostly works in the field of Face, focusing on Feature and, on occasion, Margin and Key. In his research on the topic of Segmentation, Iris recognition is strongly related with Mobile device.

Between 2019 and 2021, his most popular works were:

  • Demographic Bias in Biometrics: A Survey on an Emerging Challenge (48 citations)
  • Deep Face Representations for Differential Morphing Attack Detection (20 citations)
  • Morphing Attack Detection - Database, Evaluation Platform and Benchmarking (12 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Computer vision
  • Algorithm

His primary areas of study are Facial recognition system, Artificial intelligence, Biometrics, Face and Pattern recognition. His Facial recognition system research is multidisciplinary, incorporating elements of Spoofing attack, Morphing and Word error rate. As part of the same scientific family, Christian Rathgeb usually focuses on Artificial intelligence, concentrating on Computer vision and intersecting with Human assessment.

His work deals with themes such as Image quality, Robustness and Data science, which intersect with Biometrics. His Feature vector study in the realm of Pattern recognition interacts with subjects such as Differential. His Overfitting research includes themes of Feature extraction and FERET.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

A survey on biometric cryptosystems and cancelable biometrics

Christian Rathgeb;Andreas Uhl.
Eurasip Journal on Information Security (2011)

632 Citations

Alignment-free cancelable iris biometric templates based on adaptive bloom filters

C. Rathgeb;F. Breitinger;C. Busch.
international conference on biometrics (2013)

125 Citations

On application of bloom filters to iris biometrics

Christian Rathgeb;Frank Breitinger;Christoph Busch;Harald Baier.
IET Biometrics (2014)

110 Citations

Iris Biometrics: From Segmentation to Template Security

Christian Rathgeb;Andreas Uhl;Peter Wild.
(2012)

109 Citations

Secure iris recognition based on local intensity variations

Christian Rathgeb;Andreas Uhl.
international conference on image analysis and recognition (2010)

100 Citations

Cancelable multi-biometrics: Mixing iris-codes based on adaptive bloom filters

Christian Rathgeb;Christoph Busch.
Computers & Security (2014)

91 Citations

On the vulnerability of face recognition systems towards morphed face attacks

Ulrich Scherhag;R. Raghavendra;K. B. Raja;M. Gomez-Barrero.
2017 5th International Workshop on Biometrics and Forensics (IWBF) (2017)

86 Citations

Unlinkable and irreversible biometric template protection based on bloom filters

Marta Gomez-Barrero;Christian Rathgeb;Javier Galbally;Christoph Busch.
Information Sciences (2016)

83 Citations

Face Recognition Systems Under Morphing Attacks: A Survey

Ulrich Scherhag;Christian Rathgeb;Johannes Merkle;Ralph Breithaupt.
IEEE Access (2019)

83 Citations

Multi-biometric template protection based on bloom filters

Marta Gomez-Barrero;Christian Rathgeb;Guoqiang Li;Raghavendra Ramachandra.
Information Fusion (2018)

82 Citations

Best Scientists Citing Christian Rathgeb

Christoph Busch

Christoph Busch

Norwegian University of Science and Technology

Publications: 62

Andreas Uhl

Andreas Uhl

University of Salzburg

Publications: 47

Julian Fierrez

Julian Fierrez

Autonomous University of Madrid

Publications: 31

Andrew Beng Jin Teoh

Andrew Beng Jin Teoh

Yonsei University

Publications: 29

Josef Bigun

Josef Bigun

Halmstad University

Publications: 19

Nasser M. Nasrabadi

Nasser M. Nasrabadi

West Virginia University

Publications: 17

Sébastien Marcel

Sébastien Marcel

Idiap Research Institute

Publications: 15

Arun Ross

Arun Ross

Michigan State University

Publications: 14

Kevin W. Bowyer

Kevin W. Bowyer

University of Notre Dame

Publications: 13

Richa Singh

Richa Singh

Indian Institute of Technology Jodhpur

Publications: 13

Raymond N.J. Veldhuis

Raymond N.J. Veldhuis

University of Twente

Publications: 9

Javier Galbally

Javier Galbally

Autonomous University of Madrid

Publications: 9

Davide Maltoni

Davide Maltoni

University of Bologna

Publications: 8

Jiankun Hu

Jiankun Hu

UNSW Sydney

Publications: 7

Patrizio Campisi

Patrizio Campisi

Roma Tre University

Publications: 7

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

If you think any of the details on this page are incorrect, let us know.

Contact us
Something went wrong. Please try again later.