Title Iris and periocular biometric recognition / edited by Christian Rathgeb and Christoph Busch

Published London, UK : The Institution of Engineering and Technology, 2017

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Description 1 online resource : illustrations Series IET Security Series ; 05 IET Book Series on Advances in Biometrics IET security series ; 5. IET book series on advances in biometrics. Contents Machine generated contents note: 1. Fundamentals in iris recognition -- 1.1. Introduction / Christoph Busch / Christian Rathgeb -- 1.2. Iris recognition processing chain / Christoph Busch / Christian Rathgeb -- 1.2.1. Image acquisition / Christoph Busch / Christian Rathgeb -- 1.2.2. Pre-processing / Christoph Busch / Christian Rathgeb -- 1.2.3. Feature extraction / Christoph Busch / Christian Rathgeb -- 1.2.4. Comparison / Christoph Busch / Christian Rathgeb -- 1.3. Status quo in research and industry / Christoph Busch / Christian Rathgeb -- 1.3.1. Databases, competitions and software / Christoph Busch / Christian Rathgeb -- 1.3.2. Standardization and deployments / Christoph Busch / Christian Rathgeb -- 1.4. Challenges in iris recognition / Christoph Busch / Christian Rathgeb -- 1.4.1. Visible wavelength and unconstrained conditions / Christoph Busch / Christian Rathgeb -- 1.4.2. Security and privacy protection / Christoph Busch / Christian Rathgeb -- 1.4.3. Cross-sensor and cross-spectral recognition / Christoph Busch / Christian Rathgeb -- 1.4.4. Soft biometrics and template ageing / Christoph Busch / Christian Rathgeb -- 1.4.5. Large-scale identification and iris biometric fusion / Christoph Busch / Christian Rathgeb -- 1.5. Summary / Christoph Busch / Christian Rathgeb -- References / Christoph Busch / Christian Rathgeb -- 2. overview of periocular biometrics / Christoph Busch / Christian Rathgeb -- 2.1. Acquisition of periocular images / Josef Bigun / Fernando Alonso-Fernandez -- 2.2. Detection of the periocular region / Josef Bigun / Fernando Alonso-Fernandez -- 2.3. Feature encoding and comparison / Josef Bigun / Fernando Alonso-Fernandez -- 2.4. Human performance evaluation / Josef Bigun / Fernando Alonso-Fernandez -- 2.5. Comparison of periocular with other modalities / Josef Bigun / Fernando Alonso-Fernandez -- 2.6. Other tasks using features from the periocular region / Josef Bigun / Fernando Alonso-Fernandez -- 2.7. Summary and future trends in periocular research / Josef Bigun / Fernando Alonso-Fernandez -- Acknowledgments / Josef Bigun / Fernando Alonso-Fernandez -- References / Josef Bigun / Fernando Alonso-Fernandez -- 3. Robust iris image segmentation / Josef Bigun / Fernando Alonso-Fernandez -- 3.1. Introduction / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.1.1. Segmentation accuracy / Peter Wild / Heinz Hofbauer / James Ferryman / Andreas Uhl -- 3.1.2. Iris segmentation quality / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.2. Advances in iris segmentation / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.2.1. From circular models to active contours / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.2.2. Near infrared vs. visible range segmentation / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.2.3. Learning-based techniques / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.2.4. Segmentation fusion / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.3. Experiments / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.3.1. Individual NIR vs. VIS performance / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.3.2. Impact of tuning / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.3.3. Combinations of segmentation performance / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 3.4. Conclusion and future work / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- References / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 4. Iris image quality metrics with veto power and nonlinear importance tailoring / Peter Wild / Andreas Uhl / James Ferryman / Heinz Hofbauer -- 4.1. Introduction / Cathryn Downing / John Daugman -- 4.1.1. Related work / Cathryn Downing / John Daugman -- 4.2. Normalisation of individual quality measures / Cathryn Downing / John Daugman -- 4.3. Effectiveness of multiplying quality factors / Cathryn Downing / John Daugman -- 4.4. Importance tailoring / Cathryn Downing / John Daugman -- 4.5. Error reject curves / Cathryn Downing / John Daugman -- 4.6. Discipline in punishment / Cathryn Downing / John Daugman -- 4.7. Predictive value of the quality pseudonorm / Cathryn Downing / John Daugman -- 4.8. Testing and adoption into an ISO/IEC quality standard / Cathryn Downing / John Daugman -- 4.9. possible criticism of the method / Cathryn Downing / John Daugman -- Acknowledgement / Cathryn Downing / John Daugman -- References / Cathryn Downing / John Daugman -- 5. Iris biometric indexing / Cathryn Downing / John Daugman -- 5.1. Introduction / Jodo C. Neves / Hugo Proenca -- 5.2. State of the art / Jodo C. Neves / Hugo Proenca -- 5.3. Indexing/retrieving poorly separated data / Jodo C. Neves / Hugo Proenca -- 5.3.1. Indexing / Jodo C. Neves / Hugo Proenca -- 5.3.2. Retrieval / Jodo C. Neves / Hugo Proenca -- 5.3.3. Time complexity / Jodo C. Neves / Hugo Proenca -- 5.4. Performance comparison / Jodo C. Neves / Hugo Proenca -- 5.4.1. Synthetic IrisCodes / Jodo C. Neves / Hugo Proenca -- 5.4.2. Well separated near infra-red data / Jodo C. Neves / Hugo Proenca -- 5.4.3. Poorly separated visible wavelength data / Jodo C. Neves / Hugo Proenca -- 5.5. Conclusions / Jodo C. Neves / Hugo Proenca -- Acknowledgment / Jodo C. Neves / Hugo Proenca -- References / Jodo C. Neves / Hugo Proenca -- 6. Identifying the best periocular region for biometric recognition / Jodo C. Neves / Hugo Proenca -- 6.1. Introduction / B. VK. Vijaya Kumar / Jonathon M. Smereka -- 6.2. Experimental setup / B. VK. Vijaya Kumar / Jonathon M. Smereka -- 6.3. Results / B. VK. Vijaya Kumar / Jonathon M. Smereka -- 6.4. Summary / B. VK. Vijaya Kumar / Jonathon M. Smereka -- References / B. VK. Vijaya Kumar / Jonathon M. Smereka -- 7. Light field cameras for presentation attack resistant robust biometric ocular system / B. VK. Vijaya Kumar / Jonathon M. Smereka -- 7.1. Introduction / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.2. Light-field imaging / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.3. Scheme for iris and periocular verification / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.3.1. Iris verification / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.3.2. Periocular verification / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.3.3. Combining iris and periocular characteristics / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.3.4. Database, experiments and results / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.4. Presentation attack resistant ocular biometrics in visible spectrum / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.4.1. PAD algorithm employing the depth images from LFC / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.4.2. Visible spectrum iris recognition system / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.4.3. Presentation attack database / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.4.4. Performance evaluation protocol / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.4.5. Experiments and results / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 7.5. Conclusion / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- References / Raghavendra Ramachandra / Christoph Busch / Kiran B. Raja -- 8. Gender classification from near infrared iris images / Raghavendra Ramachandra / Christoph Busch / Kiran B Raja -- 8.1. Introduction / Juan Tapia -- 8.2. Anatomy structure of the eye / Juan Tapia -- 8.3. Feature extraction / Juan Tapia -- 8.4. State of the art / Juan Tapia -- 8.5. Databases / Juan Tapia -- 8.5.1. BioSecure multimodal database / Juan Tapia -- 8.5.2. Gender from iris dataset (ND-GFI) / Juan Tapia -- 8.6. Feature selection / Juan Tapia -- 8.7. Research trends and challenges / Juan Tapia -- 8.7.1. Segmentation / Juan Tapia -- 8.7.2. Accuracy / Juan Tapia -- 8.7.3. Fragile bits / Juan Tapia -- 8.7.4. Sensors / Juan Tapia -- 8.7.5. Makeup / Juan Tapia -- 8.8. Concluding remarks / Juan Tapia -- Acknowledgments / Juan Tapia -- References / Juan Tapia -- 9. Periocular-based soft biometric classification / Juan Tapia -- 9.1. Introduction / Damon L. Woodard / Kalaivani Sundararajan / Nicole Tobias / Jamie Lyle -- 9.2. Approach / Damon L. Woodard / Jamie Lyle / Nicole Tobias / Kalaivani Sundararajan -- 9.2.1. Data / Nicole Tobias / Kalaivani Sundararajan / Damon L. Woodard / Jamie Lyle -- 9.2.2. Preprocessing / Damon L. Woodard / Jamie Lyle / Nicole Tobias / Kalaivani Sundararajan -- 9.2.3. Feature representations / Damon L. Woodard / Kalaivani Sundararajan / Nicole Tobias / Jamie Lyle -- 9.2.4. Classification / Damon L. Woodard / Kalaivani Sundararajan / Jamie Lyle / Nicole Tobias -- 9.3. Experiment results / Damon L. Woodard / Nicole Tobias / Kalaivani Sundararajan / Jamie Lyle -- 9.3.1. Experiment protocol / Damon L. Woodard / Kalaivani Sundararajan / Jamie Lyle / Nicole Tobias -- 9.3.2. Gender classification / Damon L. Woodard / Kalaivani Sundararajan / Nicole Tobias / Jamie Lyle -- 9.3.3. Ethnicity classification / Damon L. Woodard / Kalaivani Sundararajan / Jamie Lyle / Nicole Tobias Note continued: 9.3.4. Gender and ethnicity classification / Nicole Tobias / Kalaivani Sundararajan / Damon L. Woodard / Jamie Lyle -- 9.4. Summary / Nicole Tobias / Jamie Lyle / Damon L. Woodard / Kalaivani Sundararajan -- References / Damon L. Woodard / Kalaivani Sundararajan / Nicole Tobias / Jamie Lyle -- 10. Age predictive biometrics: predicting age from iris characteristics / Damon L Woodard / Kalaivani Sundararajan / Nicole Tobias / Jamie Lyle -- 10.1. Introduction / Marjory Da Costa-Abreu / Meryem Erbilek / Michael Fairhurst -- 10.2. Background discussion and related studies / Marjory Da Costa-Abreu / Michael Fairhurst / Meryem Erbilek -- 10.3. Predicting age in diverse scenarios / Michael Fairhurst / Marjory Da Costa-Abreu / Meryem Erbilek -- 10.4. Experimental infrastructure for iris-based predictive biometrics / Marjory Da Costa-Abreu / Meryem Erbilek / Michael Fairhurst -- 10.5. Experimental analysis of individual classification systems for iris-based predictive biometrics / Marjory Da Costa-Abreu / Michael Fairhurst / Meryem Erbilek -- 10.6. Experimental analysis of iris-based multiclassifier systems / Marjory Da Costa-Abreu / Michael Fairhurst / Meryem Erbilek -- 10.7. Experimental analysis of multiagent intelligent systems for iris-based predictive biometrics / Marjory Da Costa-Abreu / Michael Fairhurst / Meryem Erbilek -- 10.8. Discussion / Marjory Da Costa-Abreu / Michael Fairhurst / Meryem Erbilek -- 10.9. Experimental analysis of multimodal iris-based predictive systems / Michael Fairhurst / Marjory Da Costa-Abreu / Meryem Erbilek -- 10.10. Final remarks / Marjory Da Costa-Abreu / Michael Fairhurst / Meryem Erbilek -- References / Marjory Da Costa-Abreu / Meryem Erbilek / Michael Fairhurst -- 11. Presentation attack detection in iris recognition / Marjory Da Costa-Abreu / Meryem Erbilek / Michael Fairhurst -- 11.1. Introduction / Marta Gomez-Barrero / Javier Galbally -- 11.2. Presentation attacks in iris recognition / Marta Gomez-Barrero / Javier Galbally -- 11.3. Presentation attack detection in iris recognition / Marta Gomez-Barrero / Javier Galbally -- 11.3.1. Sensor-level approaches / Marta Gomez-Barrero / Javier Galbally -- 11.3.2. Feature-level approaches / Marta Gomez-Barrero / Javier Galbally -- 11.4. Evaluation of presentation attack detection methods / Marta Gomez-Barrero / Javier Galbally -- 11.5. Conclusion / Marta Gomez-Barrero / Javier Galbally -- References / Marta Gomez-Barrero / Javier Galbally -- 12. Contact lens detection in iris images / Marta Gomez-Barrero / Javier Galbally -- 12.1. Introduction / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.2. Literature review on contact lens detection / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.2.1. Textured contact lens detection / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.2.2. Classification of contact lens type / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.3. Case study: generalised software-based textured contact lens detection / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.3.1. Pre-processing / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.3.2. Texture description / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.3.3. Experimental analysis / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.4. Discussion / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.4.1. Further work on generalised textured contact lens detection / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.4.2. role of pre-processing in contact lens detection / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 12.4.3. On the evaluation of contact lens detection algorithms / Matti Pietikiiinen / Abdenour Hadid / Jukka Komulainen -- 12.5. Conclusions / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- Acknowledgement / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- References / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 13. Software attacks on iris recognition systems / Jukka Komulainen / Matti Pietikiiinen / Abdenour Hadid -- 13.1. Introduction / Marta Gomez-Barrero / Javier Galbally -- 13.2. Hill-climbing based attacks / Javier Galbally / Marta Gomez-Barrero -- 13.3. Synthetic iris generation / Javier Galbally / Marta Gomez-Barrero -- 13.3.1. False acceptance attacks based on fully synthetic iris / Javier Galbally / Marta Gomez-Barrero -- 13.3.2. Inverse biometrics attacks / Javier Galbally / Marta Gomez-Barrero -- 13.4. Software attacks on biometric template protection schemes / Javier Galbally / Marta Gomez-Barrero -- 13.4.1. Stolen key-inversion attacks / Javier Galbally / Marta Gomez-Barrero -- 13.4.2. Attacks via record multiplicity / Javier Galbally / Marta Gomez-Barrero -- 13.5. Countermeasures to software attacks / Javier Galbally / Marta Gomez-Barrero -- 13.6. Conclusions / Javier Galbally / Marta Gomez-Barrero -- References / Javier Galbally / Marta Gomez-Barrero -- 14. Iris biometric template protection / Javier Galbally / Marta Gomez-Barrero -- 14.1. Introduction / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.2. Iris template protection schemes / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.2.1. Iris-biometric cryptosystems / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.2.2. Cancelable iris biometrics / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.3. Implementation of iris template protection schemes / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.3.1. Iris fuzzy vault / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.3.2. Bin-combo for iris-codes / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.4. Experimental evaluations / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.4.1. Performance evaluation / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.4.2. Discussion / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 14.5. Summary and research directions / Christian Rathgeb / Christoph Busch / Johannes Wagner -- References / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 15. Privacy-preserving distance computation for IrisCodes / Christian Rathgeb / Christoph Busch / Johannes Wagner -- 15.1. Introduction / Julien Bringer / Constance Morel / Herve Chabanne -- 15.2. Secure distance computation in the semi-honest model / Julien Bringer / Constance Morel / Herve Chabanne -- 15.2.1. Oblivious transfer / Julien Bringer / Constance Morel / Herve Chabanne -- 15.2.2. Yao's garbled circuits / Julien Bringer / Constance Morel / Herve Chabanne -- 15.2.3. GSHADE in the semi-honest model / Julien Bringer / Herve Chabanne / Constance Morel -- 15.2.4. Privacy-preserving distance computation for IrisCodes in the semi-honest model / Julien Bringer / Constance Morel / Herve Chabanne -- 15.3. Secure distance computation in the malicious model / Julien Bringer / Constance Morel / Herve Chabanne -- 15.3.1. Yao's garbled circuits in the malicious setting / Julien Bringer / Constance Morel / Herve Chabanne -- 15.3.2. GSHADE in the malicious setting / Julien Bringer / Constance Morel / Herve Chabanne -- 15.3.3. Privacy-preserving distance computation for IrisCodes in the malicious model / Julien Bringer / Constance Morel / Herve Chabanne -- 15.4. Application to other iris representations / Julien Bringer / Constance Morel / Herve Chabanne -- 15.5. Conclusion / Julien Bringer / Constance Morel / Herve Chabanne -- Acknowledgments / Julien Bringer / Constance Morel / Herve Chabanne -- References / Julien Bringer / Constance Morel / Herve Chabanne -- 16. Identifying iris sensors from iris images / Julien Bringer / Constance Morel / Herve Chabanne -- 16.1. Techniques for sensor identification/dataset classification / Luca Debiasi / Andreas Uhl / Christof Kauba -- 16.1.1. PRNU-based sensor identification (PSI) / Luca Debiasi / Andreas Uhl / Christof Kauba -- 16.1.2. Iris texture classification (ITC) / Luca Debiasi / Andreas Uhl / Christof Kauba -- 16.2. Datasets / Luca Debiasi / Andreas Uhl / Christof Kauba -- 16.3. Experimental setup / Luca Debiasi / Andreas Uhl / Christof Kauba -- 16.4. Experimental results / Luca Debiasi / Andreas Uhl / Christof Kauba -- 16.5. Practical discussion / Luca Debiasi / Andreas Uhl / Christof Kauba -- 16.6. Conclusion / Luca Debiasi / Andreas Uhl / Christof Kauba -- References / Luca Debiasi / Andreas Uhl / Christof Kauba -- 17. Matching iris images against face images using a joint dictionary-based sparse representation scheme / Christof Kauba / Luca Debiasi / Andreas Uhl -- 17.1. Introduction / Arun Ross / Raghavender Jillela -- 17.2. Database / Arun Ross / Raghavender Jillela -- 17.2.1. Challenges / Arun Ross / Raghavender Jillela -- 17.3. Outline of experiments / Arun Ross / Raghavender Jillela -- 17.4. Iris recognition / Arun Ross / Raghavender Jillela -- 17.4.1. Open source algorithm / Arun Ross / Raghavender Jillela -- 17.4.2. Commercial algorithm / Arun Ross / Raghavender Jillela -- 17.5. Ocular recognition / Arun Ross / Raghavender Jillela -- 17.5.1. Baseline-local binary patterns / Raghavender Jillela / Arun Ross -- 17.5.2. Normalized gradient correlation / Arun Ross / Raghavender Jillela -- 17.6. Ocular matching using joint dictionary approach / Arun Ross / Raghavender Jillela Note continued: 17.6.1. Sparse representation framework / Arun Ross / Raghavender Jillela -- 17.6.2. Joint dictionary approach / Arun Ross / Raghavender Jillela -- 17.6.3. Dictionary learning and matching / Arun Ross / Raghavender Jillela -- 17.7. Computational details / Arun Ross / Raghavender Jillela -- 17.8. Score-level fusion / Arun Ross / Raghavender Jillela -- 17.9. Summary / Arun Ross / Raghavender Jillela -- References / Arun Ross / Raghavender Jillela -- 18. Iris biometrics for embedded systems / Arun Ross / Raghavender Jillela -- 18.1. Introduction to embedded systems / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.2. Design strategies for developing embedded systems / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.2.1. General architecture of an embedded system / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.2.2. Architecture alternatives / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.3. Biometric requirements for embedded systems / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.3.1. Functional requirements / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.3.2. Security requirements / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.4. Iris biometrics analysis for embedded systems / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.4.1. Data capture / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.4.2. Preprocessing / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.4.3. Feature extraction / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.4.4. Comparison / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.5. Existing implementations / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.5.1. Custom hardware-FPGA / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.5.2. Software implementations / Raul Sanchez-Reillo / Judith Liu-Jimene -- 18.6. Conclusions / Raul Sanchez-Reillo / Judith Liu-Jimene -- References / Raul Sanchez-Reillo / Judith Liu-Jimene -- 19. Mobile iris recognition / Raul Sanchez-Reillo / Judith Liu-Jimene -- 19.1. Background / Takashi Shinzaki / Akira Yonenaga -- 19.2. Mobile iris authentication / Takashi Shinzaki / Akira Yonenaga -- 19.3. Technologies for the future / Takashi Shinzaki / Akira Yonenaga -- 19.4. Summary / Takashi Shinzaki / Akira Yonenaga -- References / Takashi Shinzaki / Akira Yonenaga -- 20. Future trends in iris recognition: an industry perspective / Takashi Shinzaki / Akira Yonenaga -- 20.1. Customer requirements / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.1.1. Robustness / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.1.2. Performance / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.1.3. Usability / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.1.4. Choosing a modality / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.2. Development process / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.2.1. Bias and variability / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.2.2. Parameter optimisation / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.2.3. Evaluation and tools / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.3. Future trends and challenges / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.3.1. Sensor-related trends / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.3.2. Presentation attack detection / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.3.3. Deep learning / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.3.4. Standards / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- 20.4. Summary / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- Acknowledgement / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim -- References / Daniel Hartung / Gunther Mull / Sven Utcke / Ji-Young Lim Summary The book reviews developments in the following fields: periocular biometrics; robust iris image segmentation; iris image quality metrics; iris biometric indexing; biometric recognition; best periocular region identification; presentation attack resistant robust biometric ocular system; soft biometric classification; gender classification; near infrared iris images; age predictive biometrics; contact lens detection; software attacks; privacy protection; forensics; iris biometric template protection; privacy-preserving distance computation; IrisCodes; iris sensor identification; iris image matching; embedded systems; and mobile iris recognition Bibliography Includes bibliographical references at the end of each chapters and index Notes Online resource; title from PDF title page (viewed on February 28, 2019) Subject Biometric identification. COMPUTERS -- General. Biometric identification age issues. authorisation. data privacy. digital forensics. embedded systems. gender issues. image classification. image matching. image segmentation. infrared imaging. iris recognition. Form Electronic book Author Rathgeb, Christian, editor Busch, Christoph, editor ISBN 1785611690 9781785611698 9781523112319 152311231X

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