Ramachandra Raghavendra

Orcid: 0000-0003-0484-3956

Affiliations:
  • Norwegian University of Science and Technology (NTNU), Norwegian Biometrics Laboratory, Gjøvik, Norway
  • Gjøvik University College, Norwegian Information Security Laboratory, Norway
  • Italian Institute of Technology (IIT), Genovy, Italy
  • University of Mysore, Department of Studies in Computer Science, India


According to our database1, Ramachandra Raghavendra authored at least 288 papers between 2004 and 2024.

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Bibliography

2024
A Conformable Moments-Based Deep Learning System for Forged Handwriting Detection.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

Learning Joint Local-Global Iris Representations via Spatial Calibration for Generalized Presentation Attack Detection.
IEEE Trans. Biom. Behav. Identity Sci., April, 2024

Anomaly detection via gating highway connection for retinal fundus images.
Pattern Recognit., April, 2024

3-D Face Morphing Attacks: Generation, Vulnerability and Detection.
IEEE Trans. Biom. Behav. Identity Sci., January, 2024

A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction.
Pattern Recognit., January, 2024

FH-SSTNet: Forehead Creases based User Verification using Spatio-Spatial Temporal Network.
CoRR, 2024

Multispectral Imaging for Differential Face Morphing Attack Detection: A Preliminary Study.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Fingervein Verification using Convolutional Multi-Head Attention Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Facilitating free travel in the Schengen area - A position paper by the European Association for Biometrics.
IET Biom., March, 2023

Does complimentary information from multispectral imaging improve face presentation attack detection?
CoRR, 2023

ExtSwap: Leveraging Extended Latent Mapper for Generating High Quality Face Swapping.
CoRR, 2023

Deep Features for Contactless Fingerprint Presentation Attack Detection: Can They Be Generalized?
CoRR, 2023

Deep Learning based Fingerprint Presentation Attack Detection: A Comprehensive Survey.
CoRR, 2023

Differential Newborn Face Morphing Attack Detection using Wavelet Scatter Network.
CoRR, 2023

A Latent Fingerprint in the Wild Database.
CoRR, 2023

Deep Composite Face Image Attacks: Generation, Vulnerability and Detection.
IEEE Access, 2023

Finger-NestNet: Interpretable Fingerphoto Verification on Smartphone using Deep Nested Residual Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Vulnerability of Face Morphing Attacks: A Case Study on Lookalike and Identical Twins.
Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Towards the Influence of Eyeglasses on the Cross-spectral Periocular Verification: Does Eyeglass Detection Improve Verification Performance?
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

Gaussian Kernels Based Network for Multiple License Plate Number Detection in Day-Night Images.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Sound-Print: Generalised Face Presentation Attack Detection using Deep Representation of Sound Echoes.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Synthetic Face Generation Through Eyes-to-Face Inpainting.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Robust Face Morphing Attack Detection Using Fusion of Multiple Features and Classification Techniques.
Proceedings of the 26th International Conference on Information Fusion, 2023

Simulating Print/Scan Textures for Morphing Attack Detection.
Proceedings of the 31st European Signal Processing Conference, 2023


NewsNet: A Novel Dataset for Hierarchical Temporal Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Unified Face Image Quality Score Based on ISOIEC Quality Components.
Proceedings of the International Conference of the Biometrics Special Interest Group, 2023

2022
A Knowledge Enforcement Network-Based Approach for Classifying a Photographer's Images.
Int. J. Pattern Recognit. Artif. Intell., December, 2022

Pixel-wise supervision for presentation attack detection on identity document cards.
IET Biom., September, 2022

Compact and progressive network for enhanced single image super-resolution - ComPrESRNet.
Vis. Comput., 2022

Vulnerabilities of Unattended Face Verification Systems to Facial Components-based Presentation Attacks: An Empirical Study.
ACM Trans. Priv. Secur., 2022

A New Deep Wavefront Based Model for Text Localization in 3D Video.
IEEE Trans. Circuits Syst. Video Technol., 2022

An Episodic Learning Network for Text Detection on Human Bodies in Sports Images.
IEEE Trans. Circuits Syst. Video Technol., 2022

A comprehensive scheme for tattoo text detection.
Pattern Recognit. Lett., 2022

Towards generalized morphing attack detection by learning residuals.
Image Vis. Comput., 2022

Cross-sensor periocular biometrics in a global pandemic: Comparative benchmark and novel multialgorithmic approach.
Inf. Fusion, 2022

Towards better and unlinkable protected biometric templates using label-assisted discrete hashing.
IET Biom., 2022

A response to the European Data Protection Supervisor 'Misunderstandings in Biometrics' by the European Association for Biometrics.
IET Biom., 2022

A Uniform Representation Learning Method for OCT-based Fingerprint Presentation Attack Detection and Reconstruction.
CoRR, 2022

How Far Can I Go ? : A Self-Supervised Approach for Deterministic Video Depth Forecasting.
CoRR, 2022

Analyzing Human Observer Ability in Morphing Attack Detection - Where Do We Stand?
CoRR, 2022

3D Face Morphing Attacks: Generation, Vulnerability and Detection.
CoRR, 2022

Multimodality for Reliable Single Image Based Face Morphing Attack Detection.
IEEE Access, 2022

Unsupervised Denoising for Super-Resolution (UDSR) of Real-World Images.
IEEE Access, 2022

Algorithmic Fairness in Face Morphing Attack Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

DLDFD: Recurrence Free 2D Convolution Approach for Deep Fake Detection.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Smartphone based Finger-Photo Verification using Siamese Network.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Reliable Face Morphing Attack Detection in On-The-Fly Border Control Scenario with Variation in Image Resolution and Capture Distance.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Residual Colour Scale-Space Gradients for Reference-based Face Morphing Attack Detection.
Proceedings of the 25th International Conference on Information Fusion, 2022

Fusion of Deep Features for Differential Face Morphing Attack Detection at Automatic Border Control Gates.
Proceedings of the 10th European Workshop on Visual Information Processing, 2022

Effective Presentation Attack Detection Driven by Face Related Task.
Proceedings of the Computer Vision - ECCV 2022, 2022

Depthwise Convolution For Compact Object Detector In nighttime Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Face Presentation Attack Detection Using Remote Photoplethysmography Transformer Model.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

SRTGAN: Triplet Loss Based Generative Adversarial Network for Real-World Super-Resolution.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

Time flies by: Analyzing the Impact of Face Ageing on the Recognition Performance with Synthetic Data.
Proceedings of the 21st International Conference of the Biometrics Special Interest Group, 2022

MASK-MORPH: Does Morphing of Custom 3D Face Masks Threatens the Face Recognition Systems?
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

Adversarial Attacks on Face Recognition Systems.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

2021
A New Foreground-Background based Method for Behavior-Oriented Social Media Image Classification.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Direct Unsupervised Super-Resolution Using Generative Adversarial Network (DUS-GAN) for Real-World Data.
IEEE Trans. Image Process., 2021

Morphing Attack Detection-Database, Evaluation Platform, and Benchmarking.
IEEE Trans. Inf. Forensics Secur., 2021

MIPGAN - Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN.
IEEE Trans. Biom. Behav. Identity Sci., 2021

Low Visual Distortion and Robust Morphing Attacks Based on Partial Face Image Manipulation.
IEEE Trans. Biom. Behav. Identity Sci., 2021

E-ComSupResNet: Enhanced Face Super-Resolution Through Compact Network.
IEEE Trans. Biom. Behav. Identity Sci., 2021

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

Generation of Non-Deterministic Synthetic Face Datasets Guided by Identity Priors.
CoRR, 2021

Face Presentation Attack Detection using Taskonomy Feature.
CoRR, 2021

DFCANet: Dense Feature Calibration-Attention Guided Network for Cross Domain Iris Presentation Attack Detection.
CoRR, 2021

Taming Self-Supervised Learning for Presentation Attack Detection: In-Image De-Folding and Out-of-Image De-Mixing.
CoRR, 2021

Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Adversarial Attacks Against Face Recognition: A Comprehensive Study.
IEEE Access, 2021

Multilingual Audio-Visual Smartphone Dataset and Evaluation.
IEEE Access, 2021

Audio-Visual Biometric Recognition and Presentation Attack Detection: A Comprehensive Survey.
IEEE Access, 2021

Deep Face Age Progression: A Survey.
IEEE Access, 2021

On the Applicability of Synthetic Data for Face Recognition.
Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

Smartphone Audio Replay Attacks Dataset.
Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

Finite Field Elliptic Curve for Key Generation and Biometric Template Protection.
Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

DCINN: Deformable Convolution and Inception Based Neural Network for Tattoo Text Detection Through Skin Region.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Face Morphing of Newborns Can Be Threatening Too : Preliminary Study on Vulnerability and Detection.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021



Channel Split Convolutional Neural Network for Single Image Super-Resolution (CSISR).
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021


Channel Split Convolutional Neural Network (ChaSNet) for Thermal Image Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Graph attention network for detecting license plates in crowded street scenes.
Pattern Recognit. Lett., 2020

Collaborative representation of blur invariant deep sparse features for periocular recognition from smartphones.
Image Vis. Comput., 2020

Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation.
Image Vis. Comput., 2020

Face Morphing Attack Generation & Detection: A Comprehensive Survey.
CoRR, 2020

On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application.
CoRR, 2020

MIPGAN - Generating Robust and High Quality Morph Attacks Using Identity Prior Driven GAN.
CoRR, 2020

Threat of Adversarial Attacks on Face Recognition: A Comprehensive Survey.
CoRR, 2020

Morton Filters for Superior Template Protection for Iris Recognition.
CoRR, 2020

Compact and Mobile Full-Field Optical Coherence Tomography Sensor for Subsurface Fingerprint Imaging.
IEEE Access, 2020

Detecting Morphed Face Attacks Using Residual Noise from Deep Multi-scale Context Aggregation Network.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? - Vulnerability and Detection.
Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020

ComSupResNet: A Compact Super-Resolution Network for Low-Resolution Face Images.
Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020

Periocular Biometrics in Head-Mounted Displays: A Sample Selection Approach for Better Recognition.
Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020

Fusion of Texture and Optical Flow Using Convolutional Neural Networks for Gender Classification in Videos.
Proceedings of the Intelligent Technologies and Applications, 2020

Hierarchical Interpolation of Imagenet Features for Cross-Dataset Presentation Attack Detection.
Proceedings of the Intelligent Technologies and Applications, 2020

A Survey on Unknown Presentation Attack Detection for Fingerprint.
Proceedings of the Intelligent Technologies and Applications, 2020

Unsupervised Single Image Super-Resolution Using Cycle Generative Adversarial Network.
Proceedings of the Intelligent Technologies and Applications, 2020

Multilingual Voice Impersonation Dataset and Evaluation.
Proceedings of the Intelligent Technologies and Applications, 2020

Cross-lingual Speaker Verification: Evaluation on X-Vector Method.
Proceedings of the Intelligent Technologies and Applications, 2020

Handwritten Signature and Text based User Verification using Smartwatch.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Unsupervised Real-World Super-resolution Using Variational Auto-encoder and Generative Adversarial Network.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Local Gradient Difference Features for Classification of 2D-3D Natural Scene Text Images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Automated Cyberbullying Detection in Social Media Using an SVM Activated Stacked Convolution LSTM Network.
Proceedings of the ICCDA 2020: The 4th International Conference on Compute and Data Analysis, 2020

On the Influence of Ageing on Face Morph Attacks: Vulnerability and Detection.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Applications.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Single Image Face Morphing Attack Detection Using Ensemble of Features.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Fusing Iris and Periocular Region for User Verification in Head Mounted Displays.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020


Unsupervised Single Image Super-Resolution Network (USISResNet) for Real-World Data Using Generative Adversarial Network.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

TherISuRNet - A Computationally Efficient Thermal Image Super-Resolution Network.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
A Study of Hand-Crafted and Naturally Learned Features for Fingerprint Presentation Attack Detection.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2019

Smartphone Multi-modal Biometric Authentication: Database and Evaluation.
CoRR, 2019

Robust Morph-Detection at Automated Border Control Gate using Deep Decomposed 3D Shape and Diffuse Reflectance.
CoRR, 2019

Cross-Sensor Periocular Biometrics: A Comparative Benchmark including Smartphone Authentication.
CoRR, 2019

DeepIrisNet2: Learning Deep-IrisCodes from Scratch for Segmentation-Robust Visible Wavelength and Near Infrared Iris Recognition.
CoRR, 2019

A New Multi-spectral Iris Acquisition Sensor for Biometric Verification and Presentation Attack Detection.
Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2019

Visible to Band Gender Classification: An Extensive Experimental Evaluation Based on Multi-spectral Imaging.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Detecting Finger-Vein Presentation Attacks Using 3D Shape & Diffuse Reflectance Decomposition.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Robust Morph-Detection at Automated Border Control Gate Using Deep Decomposed 3D Shape & Diffuse Reflectance.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Subjective Evaluation of Media Consumer Vulnerability to Fake Audiovisual Content.
Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

Robust Algorithm for Multimodal Deception Detection.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Custom silicone Face Masks: Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection.
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

Multi-spectral Imaging To Detect Artificial Ripening Of Banana: A Comprehensive Empirical Study.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Cross-Spectral Periocular Recognition by Cascaded Spectral Image Transformation.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Towards making Morphing Attack Detection robust using hybrid Scale-Space Colour Texture Features.
Proceedings of the 5th IEEE International Conference on Identity, 2019

Towards Reducing the Error Rates in Template Protection for Iris Recognition Using Custom Cuckoo Filters.
Proceedings of the 5th IEEE International Conference on Identity, 2019

Morphed Face Detection Based on Deep Color Residual Noise.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

CRNN Based Jersey-Bib Number/Text Recognition in Sports and Marathon Images.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Empirical Evaluation of Texture-Based Print and Contact Lens Iris Presentation Attack Detection Methods.
Proceedings of the 3rd International Conference on Biometric Engineering and Applications, 2019

Obtaining Stable Iris Codes Exploiting Low-Rank Tensor Space and Spatial Structure Aware Refinement for Better Iris Recognition.
Proceedings of the 2019 International Conference on Biometrics, 2019

Two Stream Convolutional Neural Network for Full Field Optical Coherence Tomography Fingerprint Recognition.
Proceedings of the 22th International Conference on Information Fusion, 2019

Multi-Spectral Imaging for Artificial Ripened Banana Detection.
Proceedings of the 8th European Workshop on Visual Information Processing, 2019

Subsurface and Layer Intertwined Template Protection Using Inherent Properties of Full-Field Optical Coherence Tomography Fingerprint Imaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Video Based Deception Detection Using Deep Recurrent Convolutional Neural Network.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

Face Presentation Attack Detection Using Multi-classifier Fusion of Off-the-Shelf Deep Features.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

Morton Filters for Iris Template Protection - An Incremental and Superior Approach Over Bloom Filters.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Structure Function Based Transform Features for Behavior-Oriented Social Media Image Classification.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

A New U-Net Based License Plate Enhancement Model in Night and Day Images.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

Biometric Template Protection on Smartphones Using the Manifold-Structure Preserving Feature Representation.
Proceedings of the Selfie Biometrics - Advances and Challenges, 2019

2018
Improved ear verification after surgery - An approach based on collaborative representation of locally competitive features.
Pattern Recognit., 2018

Multi-biometric template protection based on bloom filters.
Inf. Fusion, 2018

Presentation Attack Detection for Smartphone Based Fingerphoto Recognition Using Second Order Local Structures.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Detecting Glass in Ocular Region Based on Grassmann Manifold Projection Metric Learning by Exploring Spectral Imaging.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Image Quality and Texture-Based Features for Reliable Textured Contact Lens Detection.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Hessian-based robust ray-tracing of implicit surfaces on GPU.
Proceedings of the SIGGRAPH Asia 2018 Technical Briefs, Tokyo, Japan, December 04-07, 2018, 2018

A Taxonomy of Audiovisual Fake Multimedia Content Creation Technology.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Transgender face recognition with off-the-shelf pre-trained CNNs: A comprehensive study.
Proceedings of the 2018 International Workshop on Biometrics and Forensics, 2018

A low-cost Multi-Fingervein Verification System.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Robust gender classification using extended multi-spectral imaging by exploring the spectral angle mapper.
Proceedings of the IEEE 4th International Conference on Identity, 2018

Disguise Face Recognition Based On Spectral Imaging.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Anchored Kernel Hashing for Cancelable Template Protection for Cross-Spectral Periocular Data.
Proceedings of the Pattern Recognition and Information Forensics, 2018

Detecting Disguise Attacks on Multi-spectral Face Recognition Through Spectral Signatures.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Manifold-Structure Preserving Biometric Templates - A Preliminary Study On Fully Cancelable Smartphone Biometric Templates.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Multi-spectral Imaging for Robust Ocular Biometrics.
Proceedings of the 2018 International Conference on Biometrics, 2018

Verifying the Newborns without Infection Risks Using Contactless Palmprints.
Proceedings of the 2018 International Conference on Biometrics, 2018

Subjective Logic Based Score Level Fusion: Combining Faces and Fingerprints.
Proceedings of the 21st International Conference on Information Fusion, 2018

Towards Protected and Cancelable Multi-Spectral Face Templates Using Feature Fusion and Kernalized Hashing.
Proceedings of the 21st International Conference on Information Fusion, 2018

Fusion of Multi-Scale Local Phase Quantization Features for Face Presentation Attack Detection.
Proceedings of the 21st International Conference on Information Fusion, 2018

Detecting Face Morphing Attacks with Collaborative Representation of Steerable Features.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

Fused Spectral Features in Kernel Weighted Collaborative Representation for Gender Classification Using Ocular Images.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

An Empirical Evaluation of Deep Architectures on Generalization of Smartphone-based Face Image Quality Assessment.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

A Likelihood Ratio Classifier for Histogram Features.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

Recent Advances in Biometric Technology for Mobile Devices.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

Improved Fingerphoto Verification System Using Multi-scale Second Order Local Structures.
Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018

Biometric Transaction Authentication using Smartphones.
Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018

Fake Face Detection Methods: Can They Be Generalized?
Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018

2017
Multi-patch deep sparse histograms for iris recognition in visible spectrum using collaborative subspace for robust verification.
Pattern Recognit. Lett., 2017

A new multi-modal approach to bib number/text detection and recognition in Marathon images.
Pattern Recognit., 2017

Presentation Attack Detection Methods for Face Recognition Systems: A Comprehensive Survey.
ACM Comput. Surv., 2017

ContlensNet: Robust Iris Contact Lens Detection Using Deep Convolutional Neural Networks.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Robust Gender Classification Using Multi-Spectral Imaging.
Proceedings of the 13th International Conference on Signal-Image Technology & Internet-Based Systems, 2017

Extended multi-spectral imaging for gender classification based on image set.
Proceedings of the 10th International Conference on Security of Information and Networks, 2017

Collaborative representation of Grassmann manifold projection metric for robust multi-spectral face recognition.
Proceedings of the 10th International Conference on Security of Information and Networks, 2017

Collaborative Representation of Statistically Independent Filters' Response: An Application to Face Recognition Under Illicit Drug Abuse Alterations.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Assessing face image quality for smartphone based face recognition system.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

Feature level fused templates for multi-biometric system on smartphones.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

On the vulnerability of face recognition systems towards morphed face attacks.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

Transferable deep convolutional neural network features for fingervein presentation attack detection.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

On the vulnerability of extended Multispectral face recognition systems towards presentation attacks.
Proceedings of the IEEE International Conference on Identity, 2017

Cross-eyed 2017: Cross-spectral iris/periocular recognition competition.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Robust face presentation attack detection on smartphones : An approach based on variable focus.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Face morphing versus face averaging: Vulnerability and detection.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Band level fusion using quaternion representation for extended multi-spectral face recognition.
Proceedings of the 20th International Conference on Information Fusion, 2017

Scale-level score fusion of steered pyramid features for cross-spectral periocular verification.
Proceedings of the 20th International Conference on Information Fusion, 2017

Extended multispectral face presentation attack detection: An approach based on fusing information from individual spectral bands.
Proceedings of the 20th International Conference on Information Fusion, 2017

Extended Spectral to Visible Comparison Based on Spectral Band Selection Method for Robust Face Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Biometrie symmetry: Implications on template protection.
Proceedings of the 25th European Signal Processing Conference, 2017

Robust Verification With Subsurface Fingerprint Recognition Using Full Field Optical Coherence Tomography.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Transferable Deep-CNN Features for Detecting Digital and Print-Scanned Morphed Face Images.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Face Presentation Attack Detection by Exploring Spectral Signatures.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Fusing Biometric Scores Using Subjective Logic for Gait Recognition on Smartphone.
Proceedings of the International Conference of the Biometrics Special Interest Group, 2017

Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting.
Proceedings of the International Conference of the Biometrics Special Interest Group, 2017

2016
Exploring the Usefulness of Light Field Cameras for Biometrics: An Empirical Study on Face and Iris Recognition.
IEEE Trans. Inf. Forensics Secur., 2016

Presentation Attack Detection in Face Biometric Systems Using Raw Sensor Data from Smartphones.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Mutual Information Based Multispectral Image Fusion for Improved Face Recognition.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Biometric Authentication Protocols on Smartphones: An Overview.
Proceedings of the 9th International Conference on Security of Information and Networks, 2016

Color Adaptive Quantized Patterns for Presentation Attack Detection in Ocular Biometric Systems.
Proceedings of the 9th International Conference on Security of Information and Networks, 2016

Impact of Drug Abuse on Face Recognition Systems: A Preliminary Study.
Proceedings of the 9th International Conference on Security of Information and Networks, 2016

Ear recognition after ear lobe surgery: A preliminary study.
Proceedings of the IEEE International Conference on Identity, 2016

Robust transgender face recognition: Approach based on appearance and therapy factors.
Proceedings of the IEEE International Conference on Identity, 2016

Multi-biometric template protection - A security analysis of binarized statistical features for bloom filters on smartphones.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Face presentation attack detection across spectrum using time-frequency descriptors of maximal response in Laplacian scale-space.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Extended multi-spectral face recognition across two different age groups: an empirical study.
Proceedings of the Tenth Indian Conference on Computer Vision, 2016

Photometric Normalization Techniques for Extended Multi-spectral Face Recognition: A Comparative Analysis.
Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

Collaborative representation of deep sparse filtered features for robust verification of smartphone periocular images.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Learning deeply coupled autoencoders for smartphone based robust periocular verification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Biometric recognition of surgically altered periocular region: A comprehensive study.
Proceedings of the International Conference on Biometrics, 2016

Influence of cataract surgery on iris recognition: A preliminary study.
Proceedings of the International Conference on Biometrics, 2016

Eye region based multibiometric fusion to mitigate the effects of body weight variations in face recognition.
Proceedings of the 19th International Conference on Information Fusion, 2016

Dynamic scale selected Laplacian decomposed frequency response for cross-smartphone periocular verification in visible spectrum.
Proceedings of the 19th International Conference on Information Fusion, 2016

Weighted comparison score fusion for accurate verification of surgically altered periocular region.
Proceedings of the 19th International Conference on Information Fusion, 2016

On comparison score fusion of deep autoencoders and relaxed collaborative representation for smartphone based accurate periocular verification.
Proceedings of the 19th International Conference on Information Fusion, 2016

Multi-biometric Template Protection on Smartphones: An Approach Based on Binarized Statistical Features and Bloom Filters.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

Detecting morphed face images.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Cross-Eyed - Cross-Spectral Iris/Periocular Recognition Database and Competition.
Proceedings of the 2016 International Conference of the Biometrics Special Interest Group, 2016

2015
Presentation Attack Detection for Face Recognition Using Light Field Camera.
IEEE Trans. Image Process., 2015

Video Presentation Attack Detection in Visible Spectrum Iris Recognition Using Magnified Phase Information.
IEEE Trans. Inf. Forensics Secur., 2015

Robust Scheme for Iris Presentation Attack Detection Using Multiscale Binarized Statistical Image Features.
IEEE Trans. Inf. Forensics Secur., 2015

Smartphone based visible iris recognition using deep sparse filtering.
Pattern Recognit. Lett., 2015

Texture based features for robust palmprint recognition: a comparative study.
EURASIP J. Inf. Secur., 2015

Improving Cross-Smartphone Periocular Verification in Visible Spectrum Using Time-Frequency Features of Laplacian Decomposition.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Presentation Attack Detection Algorithms for Finger Vein Biometrics: A Comprehensive Study.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

A New Multi-modal Technique for Bib Number/Text Detection in Natural Images.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

An efficient finger vein indexing scheme based on unsupervised clustering.
Proceedings of the IEEE International Conference on Identity, 2015

The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks.
Proceedings of the International Conference on Biometrics, 2015

Multi-modal authentication system for smartphones using face, iris and periocular.
Proceedings of the International Conference on Biometrics, 2015

Exploring dorsal finger vein pattern for robust person recognition.
Proceedings of the International Conference on Biometrics, 2015

Fusion of face and periocular information for improved authentication on smartphones.
Proceedings of the 18th International Conference on Information Fusion, 2015

Face image resolution enhancement based on weighted fusion of wavelet decomposition.
Proceedings of the 18th International Conference on Information Fusion, 2015

Finger vein indexing based on binary features.
Proceedings of the Colour and Visual Computing Symposium, 2015

Evaluation of fusion approaches for face recognition using light field cameras.
Proceedings of the Colour and Visual Computing Symposium, 2015

Presentation attack detection using Laplacian decomposed frequency response for visible spectrum and Near-Infra-Red iris systems.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

Iris imaging in visible spectrum using white LED.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

Finger vein liveness detection using motion magnification.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

Improved face recognition by combining information from multiple cameras in Automatic Border Control system.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Novel image fusion scheme based on dependency measure for robust multispectral palmprint recognition.
Pattern Recognit., 2014

An Empirical Study of Smartphone Based Iris Recognition in Visible Spectrum.
Proceedings of the 7th International Conference on Security of Information and Networks, 2014

Binarized statistical features for improved iris and periocular recognition in visible spectrum.
Proceedings of the 2nd International Workshop on Biometrics and Forensics, 2014

Robust palmprint verification using sparse representation of binarized statistical features: a comprehensive study.
Proceedings of the ACM Information Hiding and Multimedia Security Workshop, 2014

Ensemble of Statistically Independent Filters for Robust Contact Lens Detection in Iris Images.
Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Automatic Face Quality Assessment from Video Using Gray Level Co-occurrence Matrix: An Empirical Study on Automatic Border Control System.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Novel presentation attack detection algorithm for face recognition system: Application to 3D face mask attack.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A low-cost multimodal biometric sensor to capture finger vein and fingerprint.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Presentation attack detection on visible spectrum iris recognition by exploring inherent characteristics of Light Field Camera.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Robust 2D/3D face mask presentation attack detection scheme by exploring multiple features and comparison score level fusion.
Proceedings of the 17th International Conference on Information Fusion, 2014

Presentation attack detection algorithm for face and iris biometrics.
Proceedings of the 22nd European Signal Processing Conference, 2014

Smartphone Authentication System Using Periocular Biometrics.
Proceedings of the BIOSIG 2014, 2014

Empirical evaluation of visible spectrum iris versus periocular recognition in unconstrained scenario on smartphones.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

Finger vascular pattern imaging - A comprehensive evaluation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013
Novel mixture model-based approaches for person verification using multimodal biometrics.
Signal Image Video Process., 2013

Human behavior analysis in video surveillance: A Social Signal Processing perspective.
Neurocomputing, 2013

Improved face recognition at a distance using light field camera & super resolution schemes.
Proceedings of the 6th International Conference on Security of Information and Networks, 2013

Multi-face Recognition at a Distance Using Light-Field Camera.
Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013

Robust "On-the-Fly" person identification using Sparse Representation.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Comparative evaluation of super-resolution techniques for multi-face recognition using light-field camera.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

A new perspective - Face recognition with light-field camera.
Proceedings of the International Conference on Biometrics, 2013

A novel image fusion scheme for robust multiple face recognition with light-field camera.
Proceedings of the 16th International Conference on Information Fusion, 2013

Towards e-Passport Duplicate Enrollment Check in the European Union.
Proceedings of the 2013 European Intelligence and Security Informatics Conference, 2013

Robust iris recognition using light-field camera.
Proceedings of the Colour and Visual Computing Symposium, 2013

Scaling-robust fingerprint verification with smartphone camera in real-life scenarios.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Combining Iris and Periocular Recognition Using Light Field Camera.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Anomaly Detection in Crowded Scenes: A Novel Framework Based on Swarm Optimization and Social Force Modeling.
Proceedings of the Modeling, Simulation and Visual Analysis of Crowds, 2013

2012
PSO Based Framework for Weighted Feature Level Fusion of Face and Palmprint.
Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012

Sparse Representation for Accurate Person Recognition Using Hand Vein Biometrics.
Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012

2011
Designing efficient fusion schemes for multimodal biometric systems using face and palmprint.
Pattern Recognit., 2011

Particle swarm optimization based fusion of near infrared and visible images for improved face verification.
Pattern Recognit., 2011

Robust Algorithms for a Multimodal Biometric System Using Palmprint and Speech.
J. Intell. Syst., 2011

Optimizing interaction force for global anomaly detection in crowded scenes.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Abnormal Crowd Behavior Detection by Social Force Optimization.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Feature Level Fusion of Face and Palmprint using Gaussian Mixture Model: Application to Single Sample Analysis.
Proceedings of the BIOSIG 2011, 2011

2010
Multimodal person verification system using face and speech.
Proceedings of the International Conference and Exhibition on Biometrics Technology, 2010

Multimodal Biometric Score Fusion Using Gaussian Mixture Model and Monte Carlo Method.
J. Comput. Sci. Technol., 2010

Multisensor biometric evidence fusion of face and palmprint for person authentication using Particle Swarm Optimisation (PSO).
Int. J. Biom., 2010

Multimodal Biometrics: Analysis of Handvein & Palmprint Combination Used for Person Verification.
Proceedings of the 3rd International Conference on Emerging Trends in Engineering and Technology, 2010

2009
Gaussian Mixture Model Coupled with Independent Component Analysis for Palmprint Verification.
Proceedings of the Workshops of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI-2009), 2009

Qualitative Weight Assignment for Multimodal Biometric Fusion.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

A Novel Approach for Multimodal Biometric Score Fusion Using Gaussian Mixture Model and Monte Carlo Method.
Proceedings of the ARTCom 2009, 2009

Texture Based Approach for Cloud Classification Using SVM.
Proceedings of the ARTCom 2009, 2009

2008
Subjective Performance of Texture Based Algorithm for Face Verification: The Role of Databases.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

2006
On Some Problems of A.K. Agarwal.
Ars Comb., 2006

2004
A new bijective proof of a partition theorem of K. Alladi.
Discret. Math., 2004


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