Sushma Venkatesh

74 papers A 4B 8C 5Journal 32Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
SpectraIrisPAD: Leveraging Vision Foundation Models for Spectrally Conditioned Multispectral Iris Presentation Attack Detection.
IEEE Trans. Biom. Behav. Identity Sci.
Raghavendra Ramachandra, Sushma Venkatesh
2025 C conf
DualStreamNet : Robust Audio-Video Deep Fake Media Detection Using Complimentary Information Fusion.
FUSION
Shreyas Sheeranali, Raghavendra Ramachandra, Sushma Venkatesh
2025 J jnl
Empowering Morphing Attack Detection using Interpretable Image-Text Foundation Model.
CoRR
Sushrut Patwardhan, Raghavendra Ramachandra, Sushma Venkatesh
2025 B conf
Learning the Difference with TimFusNet: A Deep Time-Frequency Encoding Approach for Generalizable Face Morphing Detection.
IJCB
Manasa, Raghavendra Ramachandra, Sushma Venkatesh, Pawan Kumar
2025 J jnl
PCGattnNet: A 3-D Point Cloud Dynamic Graph Attention for Generalizable Face Presentation Attack Detection.
IEEE Trans. Biom. Behav. Identity Sci.
Raghavendra Ramachandra, Narayan Vetrekar, Sushrut Patwardhan, Sushma Venkatesh, Gauresh Naik, Rajendra S. Gad
2025 A conf
PoolAtnRes: Towards Generalisable Differential Morphing Attack Detection.
WACV
Raghavendra Ramachandra, Sushma Venkatesh, Guoqiang Li
2025 J jnl
SpectraIrisPAD: Leveraging Vision Foundation Models for Spectrally Conditioned Multispectral Iris Presentation Attack Detection.
CoRR
Raghavendra Ramachandra, Sushma Venkatesh
2025 B conf
Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models.
FG
Ria Shekhawat, Hailin Li, Raghavendra Ramachandra, Sushma Venkatesh
2025 J jnl
Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models.
CoRR
Ria Shekhawat, Hailin Li, Raghavendra Ramachandra, Sushma Venkatesh
2024 J jnl
Biometrics in Extended Reality: A Review.
CoRR
Ayush Agarwal, Raghavendra Ramachandra, Sushma Venkatesh, S. R. Mahadeva Prasanna
2024 J jnl
Biometrics in extended reality: a review.
Discov. Artif. Intell.
Ayush Agarwal, Raghavendra Ramachandra, Sushma Venkatesh, S. R. Mahadeva Prasanna
2024 — conf
Effectiveness of Residual Noise Based Methods for Single Image Based Morphing Attack Detection: A Comparative Study.
ISVC (1)
Sushrut Patwardhan, Sushma Venkatesh, Raghavendra Ramachandra
2024 A conf
Fingervein Verification using Convolutional Multi-Head Attention Network.
WACV
Raghavendra Ramachandra, Sushma Venkatesh
2024 J jnl
MorCode: Face Morphing Attack Generation using Generative Codebooks.
CoRR
Aravinda Reddy P. N., Raghavendra Ramachandra, Sushma Venkatesh, Krothapalli Sreenivasa Rao, Pabitra Mitra, Rakesh Krishna
2024 A conf
Multispectral Imaging for Differential Face Morphing Attack Detection: A Preliminary Study.
WACV
Raghavendra Ramachandra, Sushma Venkatesh, Naser Damer, Narayan Vetrekar, Rajendra S. Gad
2024 B conf
VoxAtnNet: A 3D Point Clouds Convolutional Neural Network for Generalizable Face Presentation Attack Detection.
FG
Raghavendra Ramachandra, Narayan Vetrekar, Sushma Venkatesh, Savita Nageshker, Jag Mohan Singh, Rajendra S. Gad
2024 J jnl
VoxAtnNet: A 3D Point Clouds Convolutional Neural Network for Generalizable Face Presentation Attack Detection.
CoRR
Raghavendra Ramachandra, Narayan Vetrekar, Sushma Venkatesh, Savita Nageshker, Jag Mohan Singh, Rajendra S. Gad
2023 J jnl
Differential Newborn Face Morphing Attack Detection using Wavelet Scatter Network.
CoRR
Raghavendra Ramachandra, Sushma Venkatesh, Guoqiang Li, Kiran B. Raja
2023 J jnl
Does complimentary information from multispectral imaging improve face presentation attack detection?
CoRR
Narayan Vetrekar, Raghavendra Ramachandra, Sushma Venkatesh, Jyoti D. Pawar, Rajendra S. Gad
2023 J jnl
Fingervein Verification using Convolutional Multi-Head Attention Network.
CoRR
Raghavendra Ramachandra, Sushma Venkatesh
2023 J jnl
Multispectral Imaging for Differential Face Morphing Attack Detection: A Preliminary Study.
CoRR
Raghavendra Ramachandra, Sushma Venkatesh, Naser Damer, Narayan Vetrekar, Rajendra S. Gad
2023 C conf
Robust Face Morphing Attack Detection Using Fusion of Multiple Features and Classification Techniques.
FUSION
Jag Mohan Singh, Sushma Venkatesh, Raghavendra Ramachandra
2023 J jnl
Robust Face Morphing Attack Detection Using Fusion of Multiple Features and Classification Techniques.
CoRR
Jag Mohan Singh, Sushma Venkatesh, Raghavendra Ramachandra
2023 B conf
Sound-Print: Generalised Face Presentation Attack Detection using Deep Representation of Sound Echoes.
IJCB
Raghavendra Ramachandra, Jag Mohan Singh, Sushma Venkatesh
2023 J jnl
Sound-Print: Generalised Face Presentation Attack Detection using Deep Representation of Sound Echoes.
CoRR
Raghavendra Ramachandra, Jag Mohan Singh, Sushma Venkatesh
2023 — conf
Vulnerability of Face Morphing Attacks: A Case Study on Lookalike and Identical Twins.
IWBF
Raghavendra Ramachandra, Sushma Venkatesh, Gaurav Jaswal, Guoqiang Li
2023 J jnl
Vulnerability of Face Morphing Attacks: A Case Study on Lookalike and Identical Twins.
CoRR
Raghavendra Ramachandra, Sushma Venkatesh, Gaurav Jaswal, Guoqiang Li
2022 J jnl
Analyzing Human Observer Ability in Morphing Attack Detection - Where Do We Stand?
CoRR
Sankini Rancha Godage, Frøy Løvåsdal, Sushma Venkatesh, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch
2022 — conf
Multi-spectral Finger based User Verification using Off-the-Shelf Deep Features.
IST
Sushma Venkatesh
2022 J jnl
Towards generalized morphing attack detection by learning residuals.
Image Vis. Comput.
Kiran B. Raja, Gourav Gupta, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch
2021 B conf
Face Morphing of Newborns Can Be Threatening Too : Preliminary Study on Vulnerability and Detection.
IJCB
Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja
2021 J jnl
Low Visual Distortion and Robust Morphing Attacks Based on Partial Face Image Manipulation.
IEEE Trans. Biom. Behav. Identity Sci.
Le Qin, Fei Peng, Sushma Venkatesh, Raghavendra Ramachandra, Min Long, Christoph Busch
2021 J jnl
MIPGAN - Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN.
IEEE Trans. Biom. Behav. Identity Sci.
Haoyu Zhang, Sushma Venkatesh, Raghavendra Ramachandra, Kiran Bylappa Raja, Naser Damer, Christoph Busch
2021 J jnl
Morphing Attack Detection-Database, Evaluation Platform, and Benchmarking.
IEEE Trans. Inf. Forensics Secur.
Kiran B. Raja, Matteo Ferrara, Annalisa Franco, Luuk J. Spreeuwers, Ilias Batskos, Florens de Wit, Marta Gomez-Barrero, Ulrich Scherhag, Daniel Fischer, Sushma Venkatesh, Jag Mohan Singh, Guoqiang Li, Loïc Bergeron, Sergey Isadskiy, Raghavendra Ramachandra, Christian Rathgeb, Dinusha Frings, Uwe Seidel, Fons Knopjes, Raymond N. J. Veldhuis, Davide Maltoni, Christoph Busch
2021 — conf
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation.
ISVC (1)
Naser Damer, Kiran B. Raja, Marius Süßmilch, Sushma Venkatesh, Fadi Boutros, Meiling Fang, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper
2021 J jnl
ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation.
CoRR
Naser Damer, Kiran B. Raja, Marius Süßmilch, Sushma Venkatesh, Fadi Boutros, Meiling Fang, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper
2020 — conf
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? - Vulnerability and Detection.
IWBF
Sushma Venkatesh, Haoyu Zhang, Raghavendra Ramachandra, Kiran B. Raja, Naser Damer, Christoph Busch
2020 J jnl
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? - Vulnerability and Detection.
CoRR
Sushma Venkatesh, Haoyu Zhang, Raghavendra Ramachandra, Kiran B. Raja, Naser Damer, Christoph Busch
2020 A conf
Detecting Morphed Face Attacks Using Residual Noise from Deep Multi-scale Context Aggregation Network.
WACV
Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Luuk J. Spreeuwers, Raymond N. J. Veldhuis, Christoph Busch
2020 J jnl
Face Morphing Attack Generation & Detection: A Comprehensive Survey.
CoRR
Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Christoph Busch
2020 B conf
Handwritten Signature and Text based User Verification using Smartwatch.
ICPR
Raghavendra Ramachandra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch
2020 J jnl
MIPGAN - Generating Robust and High Quality Morph Attacks Using Identity Prior Driven GAN.
CoRR
Haoyu Zhang, Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Naser Damer, Christoph Busch
2020 J jnl
Morphing Attack Detection - Database, Evaluation Platform and Benchmarking.
CoRR
Kiran B. Raja, Matteo Ferrara, Annalisa Franco, Luuk J. Spreeuwers, Ilias Batskos, Florens de Wit, Marta Gomez-Barrero, Ulrich Scherhag, Daniel Fischer, Sushma Venkatesh, Jag Mohan Singh, Guoqiang Li, Loïc Bergeron, Sergey Isadskiy, Raghavendra Ramachandra, Christian Rathgeb, Dinusha Frings, Uwe Seidel, Fons Knopjes, Raymond N. J. Veldhuis, Davide Maltoni, Christoph Busch
2020 J jnl
Morton Filters for Superior Template Protection for Iris Recognition.
CoRR
Kiran B. Raja, Ramachandra Raghavendra, Sushma Venkatesh, Christoph Busch
2020 B conf
On the Influence of Ageing on Face Morph Attacks: Vulnerability and Detection.
IJCB
Sushma Venkatesh, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch
2020 J jnl
On the Influence of Ageing on Face Morph Attacks: Vulnerability and Detection.
CoRR
Sushma Venkatesh, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch
2020 C conf
Single Image Face Morphing Attack Detection Using Ensemble of Features.
FUSION
Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Christoph Busch
2019 — conf
A New Multi-spectral Iris Acquisition Sensor for Biometric Verification and Presentation Attack Detection.
WACV Workshops
Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Christoph Busch
2019 — ch.
A Study of Hand-Crafted and Naturally Learned Features for Fingerprint Presentation Attack Detection.
Handbook of Biometric Anti-Spoofing, 2nd Ed.
Kiran B. Raja, Ramachandra Raghavendra, Sushma Venkatesh, Marta Gomez-Barrero, Christian Rathgeb, Christoph Busch
2019 — conf
Custom silicone Face Masks: Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection.
IWBF
Raghavendra Ramachandra, Sushma Venkatesh, Kiran B. Raja, Sushil Bhattacharjee, Pankaj Wasnik, Sébastien Marcel, Christoph Busch
2019 — conf
Detecting Finger-Vein Presentation Attacks Using 3D Shape & Diffuse Reflectance Decomposition.
SITIS
Jag Mohan Singh, Sushma Venkatesh, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch
2019 J jnl
Detecting Finger-Vein Presentation Attacks Using 3D Shape & Diffuse Reflectance Decomposition.
CoRR
Jag Mohan Singh, Sushma Venkatesh, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch
2019 — conf
Face Presentation Attack Detection Using Multi-classifier Fusion of Off-the-Shelf Deep Features.
CVIP (2)
Raghavendra Ramachandra, Jag Mohan Singh, Sushma Venkatesh, Kiran B. Raja, Christoph Busch
2019 — conf
Morphed Face Detection Based on Deep Color Residual Noise.
IPTA
Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Luuk J. Spreeuwers, Raymond N. J. Veldhuis, Christoph Busch
2019 — conf
Robust Algorithm for Multimodal Deception Detection.
MIPR
Sushma Venkatesh, Ramachandra Raghavendra, Patrick Bours
2019 J jnl
Smartphone Multi-modal Biometric Authentication: Database and Evaluation.
CoRR
Raghavendra Ramachandra, Martin Stokkenes, Amir Mohammadi, Sushma Venkatesh, Kiran B. Raja, Pankaj Wasnik, Eric Poiret, Sébastien Marcel, Christoph Busch
2019 — conf
Towards making Morphing Attack Detection robust using hybrid Scale-Space Colour Texture Features.
ISBA
Raghavendra Ramachandra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch
2019 — conf
Video Based Deception Detection Using Deep Recurrent Convolutional Neural Network.
CVIP (2)
Sushma Venkatesh, Raghavendra Ramachandra, Patrick Bours
2019 — conf
Visible to Band Gender Classification: An Extensive Experimental Evaluation Based on Multi-spectral Imaging.
SITIS
Narayan Vetrekar, Raghavendra Ramachandra, Kiran B. Raja, Sushma Venkatesh, Rajendra S. Gad, Christoph Busch
2018 — conf
A low-cost Multi-Fingervein Verification System.
IST
Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch
2018 — conf
Detecting Face Morphing Attacks with Collaborative Representation of Steerable Features.
CVIP (1)
Raghavendra Ramachandra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch
2018 C conf
Fusion of Multi-Scale Local Phase Quantization Features for Face Presentation Attack Detection.
FUSION
Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Pankaj Shivdayal Wasnik, Martin Stokkenes, Christoph Busch
2018 J jnl
Improved ear verification after surgery - An approach based on collaborative representation of locally competitive features.
Pattern Recognit.
Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch
2018 — conf
Transgender face recognition with off-the-shelf pre-trained CNNs: A comprehensive study.
IWBF
Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch
2018 — conf
Verifying the Newborns without Infection Risks Using Contactless Palmprints.
ICB
Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Sneha Hegde, Shreedhar D. Dandappanavar, Christoph Busch
2017 — conf
Collaborative Representation of Statistically Independent Filters' Response: An Application to Face Recognition Under Illicit Drug Abuse Alterations.
SCIA (2)
Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch
2017 C conf
Extended multispectral face presentation attack detection: An approach based on fusing information from individual spectral bands.
FUSION
Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch
2017 — conf
Face Presentation Attack Detection by Exploring Spectral Signatures.
CVPR Workshops
Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch
2017 B conf
Face morphing versus face averaging: Vulnerability and detection.
IJCB
Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch
2017 J jnl
Multi-patch deep sparse histograms for iris recognition in visible spectrum using collaborative subspace for robust verification.
Pattern Recognit. Lett.
Kiran B. Raja, Ramachandra Raghavendra, Sushma Venkatesh, Christoph Busch
2017 — conf
On the vulnerability of extended Multispectral face recognition systems towards presentation attacks.
ISBA
Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Faouzi Alaya Cheikh, Christoph Busch
2017 — conf
Transferable Deep-CNN Features for Detecting Digital and Print-Scanned Morphed Face Images.
CVPR Workshops
Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch
2017 — conf
Transferable deep convolutional neural network features for fingervein presentation attack detection.
IWBF
Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch
2016 — conf
Mutual Information Based Multispectral Image Fusion for Improved Face Recognition.
SITIS
Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Faouzi Alaya Cheikh, Christoph Busch