Ajita Rattani

Orcid: 0000-0002-1541-8202

According to our database1, Ajita Rattani authored at least 81 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A novel approach for bias mitigation of gender classification algorithms using consistency regularization.
Image Vis. Comput., September, 2023

Benchmarking Neural Network Compression Techniques for Ocular-Based User Authentication on Smartphones.
IEEE Access, 2023

Facial Forgery-Based Deepfake Detection Using Fine-Grained Features.
Proceedings of the International Conference on Machine Learning and Applications, 2023

MIS-AVoiDD: Modality Invariant and Specific Representation for Audio-Visual Deepfake Detection.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Deep Learning Models for Arrhythmia Classification Using Stacked Time-frequency Scalogram Images from ECG Signals.
Proceedings of the Computing in Cardiology, 2023

PatchBMI-Net: Lightweight Facial Patch-based Ensemble for BMI Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Is Facial Recognition Biased at Near-Infrared Spectrum As Well?
CoRR, 2022

Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Multimodal Combination of Text and Image Tweets for Disaster Response Assessment.
Proceedings of the International Workshop on Data-driven Resilience Research 2022 co-located with Data Week Leipzig 2022 (DATAWEEK 2022), 2022

Multispectral Deep Learning Models for Wildfire Detection.
Proceedings of the International Workshop on Data-driven Resilience Research 2022 co-located with Data Week Leipzig 2022 (DATAWEEK 2022), 2022

An Examination of Bias of Facial Analysis based BMI Prediction Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

On Improving Cross-dataset Generalization of Deepfake Detectors.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Toward On-Device Weight Monitoring from Selfie Face Images Using Smartphones.
Proceedings of the Integrating Artificial Intelligence and IoT for Advanced Health Informatics, 2022

2021
A comparative study on handcrafted features v/s deep features for open-set fingerprint liveness detection.
Pattern Recognit. Lett., 2021

Guest Editorial: WACV 2020 - Presentation attacks on biometric systems.
IET Biom., 2021

Subject independent evaluation of eyebrows as a stand-alone biometric.
IET Biom., 2021

A Survey on Machine and Deep Learning Models for Childhood and Adolescent Obesity.
IEEE Access, 2021

Harnessing Unlabeled Data to Improve Generalization of Biometric Gender and Age Classifiers.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Compact CNN Models for On-device Ocular-based User Recognition in Mobile Devices.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Towards On-Device Face Recognition in Body-worn Cameras.
Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

An Experimental Evaluation on Deepfake Detection using Deep Face Recognition.
Proceedings of the 2021 International Carnahan Conference on Security Technology, 2021

Investigating Fairness of Ocular Biometrics Among Young, Middle-Aged, and Older Adults.
Proceedings of the 2021 International Carnahan Conference on Security Technology, 2021

2020
Generalizable deep features for ocular biometrics.
Image Vis. Comput., 2020

AILearn: An Adaptive Incremental Learning Model for Spoof Fingerprint Detection.
CoRR, 2020

AI-based BMI Inference from Facial Images: An Application to Weight Monitoring.
CoRR, 2020

VISOB 2.0 - The Second International Competition on Mobile Ocular Biometric Recognition.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

A Survey of Biometric and Machine Learning Methods for Tracking Students' Attention and Engagement.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Al-based BMI Inference from Facial Images: An Application to Weight Monitoring.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Understanding Fairness of Gender Classification Algorithms Across Gender-Race Groups.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

BWCFace: Open-set Face Recognition using Body-worn Camera.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Eyebrow Deserves Attention: Upper Periocular Biometrics.
Proceedings of the BIOSIG 2020, 2020

2019
Eyebrows and eyeglasses as soft biometrics using deep learning.
IET Biom., 2019

Why is Multimedia Quality of Experience Assessment a Challenging Problem?
IEEE Access, 2019

Euclidean-Distance Based Fuzzy Commitment Scheme for Biometric Template Security.
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

Robust Subject-invariant Feature Learning for Ocular Biometrics in Visible Spectrum.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Evaluation of Local Texture Descriptors for Eyebrow-Based Continuous Mobile User Authentication.
Proceedings of the Applied Computing to Support Industry: Innovation and Technology, 2019

Introduction to Selfie Biometrics.
Proceedings of the Selfie Biometrics - Advances and Challenges, 2019

Soft-Biometric Attributes from Selfie Images.
Proceedings of the Selfie Biometrics - Advances and Challenges, 2019

Mobile User Re-authentication Using Clothing Information.
Proceedings of the Selfie Biometrics - Advances and Challenges, 2019

2018
Convolutional neural networks for gender prediction from smartphone-based ocular images.
IET Biom., 2018

A Survey Of mobile face biometrics.
Comput. Electr. Eng., 2018

Short-Term User Authentication Using Eyebrows Biometric For Smartphone Devices.
Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018

Comparison of Deep Learning Models for Biometric-based Mobile User Authentication.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

2017
Ocular biometrics in the visible spectrum: A survey.
Image Vis. Comput., 2017

A Face in any Form: New Challenges and Opportunities for Face Recognition Technology.
Computer, 2017

Convolutional neural network for age classification from smart-phone based ocular images.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

On fine-tuning convolutional neural networks for smartphone based ocular recognition.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

2016
ICIP 2016 competition on mobile ocular biometric recognition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Bayesian Belief models for integrating match scores with liveness and quality measures in a fingerprint verification system.
Proceedings of the International Conference on Biometrics, 2016

2015
Open Set Fingerprint Spoof Detection Across Novel Fabrication Materials.
IEEE Trans. Inf. Forensics Secur., 2015

A Preliminary Study on Identifying Fabrication Material From Fake Fingerprint Images.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

2014
Temporal Analysis Of Adaptive Face Recognition.
J. Artif. Intell. Soft Comput. Res., 2014

Minimizing the impact of spoof fabrication material on fingerprint liveness detector.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Automatic adaptation of fingerprint liveness detector to new spoof materials.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Evaluation of Texture Descriptors for Automated Gender Estimation from Fingerprints.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Handling session mismatch by fusion-based co-training: An empirical study using face and speech multimodal biometrics.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014

Efficient adaptive face recognition systems based on capture conditions.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014

2013
Biometric system adaptation by self-update and graph-based techniques.
J. Vis. Lang. Comput., 2013

A multi-modal dataset, protocol and tools for adaptive biometric systems: a benchmarking study.
Int. J. Biom., 2013

A Bayesian approach for modeling sensor influence on quality, liveness and match score values in fingerprint verification.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

Face Recognition under Ageing Effect: A Comparative Analysis.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Biometric system design under zero and non-zero effort attacks.
Proceedings of the International Conference on Biometrics, 2013

2012
Critical analysis of adaptive biometric systems.
IET Biom., 2012

A dual-staged classification-selection approach for automated update of biometric templates.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Analysis of user-specific score characteristics for spoof biometric attacks.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Temporal Analysis of Biometric Template Update Procedures in Uncontrolled Environment.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Self adaptive systems: An experimental analysis of the performance over time.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011

2010
Feature Level Fusion of Face and Fingerprint Biometrics
CoRR, 2010

Group-specific score normalization for biometric systems.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington's Zoo: A Case Study in Face Verification.
Proceedings of the Image Analysis and Processing, 2009

Robust Multi-modal and Multi-unit Feature Level Fusion of Face and Iris Biometrics.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Template Update Methods in Adaptive Biometric Systems: A Critical Review.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

2008
Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification.
Proceedings of the Structural, 2008

Graph application on face for personal authentication and recognition.
Proceedings of the 10th International Conference on Control, 2008

Capturing large intra-class variations of biometric data by template co-updating.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Multimodal Biometric System.
Proceedings of the Encyclopedia of Information Ethics and Security, 2007

Facial Template Synthesis based on SIFT Features.
Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007

Face Identification by SIFT-based Complete Graph Topology.
Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007

2006
Illumination Invariant Elastic Bunch Graph Matching for Efficient Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006


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