Sushma Venkatesh

According to our database, Sushma Venkatesh authored at least 52 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Biometrics in extended reality: a review.

Ayush Agarwal, Raghavendra Ramachandra, Sushma Venkatesh, S. R. Mahadeva Prasanna

Discov. Artif. Intell., 2024

MorCode: Face Morphing Attack Generation using Generative Codebooks.

Aravinda Reddy P. N, Raghavendra Ramachandra, Sushma Venkatesh, Krothapalli Sreenivasa Rao, Pabitra Mitra, Rakesh Krishna

CoRR, 2024

Multispectral Imaging for Differential Face Morphing Attack Detection: A Preliminary Study.

Raghavendra Ramachandra, Sushma Venkatesh, Naser Damer, Narayan Vetrekar, Rajendra S. Gad

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Fingervein Verification using Convolutional Multi-Head Attention Network.

Raghavendra Ramachandra, Sushma Venkatesh

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

VoxAtnNet: A 3D Point Clouds Convolutional Neural Network for Generalizable Face Presentation Attack Detection.

Raghavendra Ramachandra, Narayan Vetrekar, Sushma Venkatesh, Savita Nageshker, Jag Mohan Singh, Rajendra S. Gad

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

2023

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

Narayan Vetrekar, Raghavendra Ramachandra, Sushma Venkatesh, Jyoti D. Pawar, Rajendra S. Gad

CoRR, 2023

Differential Newborn Face Morphing Attack Detection using Wavelet Scatter Network.

Raghavendra Ramachandra, Sushma Venkatesh, Guoqiang Li, Kiran B. Raja

CoRR, 2023

Vulnerability of Face Morphing Attacks: A Case Study on Lookalike and Identical Twins.

Raghavendra Ramachandra, Sushma Venkatesh, Gaurav Jaswal, Guoqiang Li

Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Sound-Print: Generalised Face Presentation Attack Detection using Deep Representation of Sound Echoes.

Raghavendra Ramachandra, Jag Mohan Singh, Sushma Venkatesh

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Robust Face Morphing Attack Detection Using Fusion of Multiple Features and Classification Techniques.

Jag Mohan Singh, Sushma Venkatesh, Raghavendra Ramachandra

Proceedings of the 26th International Conference on Information Fusion, 2023

2022

Towards generalized morphing attack detection by learning residuals.

Kiran B. Raja, Gourav Gupta, Sushma Venkatesh, Raghavendra Ramachandra, Christoph Busch

Image Vis. Comput., 2022

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

Sankini Rancha Godage, Frøy Løvåsdal, Sushma Venkatesh, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch

CoRR, 2022

Multi-spectral Finger based User Verification using Off-the-Shelf Deep Features.

Sushma Venkatesh

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

2021

Morphing Attack Detection-Database, Evaluation Platform, and Benchmarking.

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

IEEE Trans. Inf. Forensics Secur., 2021

MIPGAN - Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN.

Haoyu Zhang, Sushma Venkatesh, Raghavendra Ramachandra, Kiran Bylappa Raja, Naser Damer, Christoph Busch

IEEE Trans. Biom. Behav. Identity Sci., 2021

Low Visual Distortion and Robust Morphing Attacks Based on Partial Face Image Manipulation.

Le Qin, Fei Peng, Sushma Venkatesh, Raghavendra Ramachandra, Min Long, Christoph Busch

IEEE Trans. Biom. Behav. Identity Sci., 2021

ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation.

Naser Damer, Kiran B. Raja, Marius Süßmilch, Sushma Venkatesh, Fadi Boutros, Meiling Fang, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Face Morphing of Newborns Can Be Threatening Too : Preliminary Study on Vulnerability and Detection.

Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

2020

Face Morphing Attack Generation & Detection: A Comprehensive Survey.

Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Christoph Busch

CoRR, 2020

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

Haoyu Zhang, Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Naser Damer, Christoph Busch

CoRR, 2020

Morton Filters for Superior Template Protection for Iris Recognition.

Kiran B. Raja, Ramachandra Raghavendra, Sushma Venkatesh, Christoph Busch

CoRR, 2020

Detecting Morphed Face Attacks Using Residual Noise from Deep Multi-scale Context Aggregation Network.

Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Luuk J. Spreeuwers, Raymond N. J. Veldhuis, Christoph Busch

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.

Sushma Venkatesh, Haoyu Zhang, Raghavendra Ramachandra, Kiran B. Raja, Naser Damer, Christoph Busch

Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020

Handwritten Signature and Text based User Verification using Smartwatch.

Raghavendra Ramachandra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch

Proceedings of the 25th International Conference on Pattern Recognition, 2020

On the Influence of Ageing on Face Morph Attacks: Vulnerability and Detection.

Sushma Venkatesh, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Single Image Face Morphing Attack Detection Using Ensemble of Features.

Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Christoph Busch

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019

A Study of Hand-Crafted and Naturally Learned Features for Fingerprint Presentation Attack Detection.

Kiran B. Raja, Ramachandra Raghavendra, Sushma Venkatesh, Marta Gomez-Barrero, Christian Rathgeb, Christoph Busch

Proceedings of the Handbook of Biometric Anti-Spoofing, 2019

Smartphone Multi-modal Biometric Authentication: Database and Evaluation.

Raghavendra Ramachandra, Martin Stokkenes, Amir Mohammadi, Sushma Venkatesh, Kiran B. Raja, Pankaj Wasnik, Eric Poiret, Sébastien Marcel, Christoph Busch

CoRR, 2019

A New Multi-spectral Iris Acquisition Sensor for Biometric Verification and Presentation Attack Detection.

Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Christoph Busch

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.

Narayan Vetrekar, Raghavendra Ramachandra, Kiran B. Raja, Sushma Venkatesh, Rajendra S. Gad, Christoph Busch

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.

Jag Mohan Singh, Sushma Venkatesh, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch

Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Robust Algorithm for Multimodal Deception Detection.

Sushma Venkatesh, Ramachandra Raghavendra, Patrick Bours

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.

Raghavendra Ramachandra, Sushma Venkatesh, Kiran B. Raja, Sushil Bhattacharjee, Pankaj Wasnik, Sébastien Marcel, Christoph Busch

Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

Towards making Morphing Attack Detection robust using hybrid Scale-Space Colour Texture Features.

Raghavendra Ramachandra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch

Proceedings of the 5th IEEE International Conference on Identity, 2019

Morphed Face Detection Based on Deep Color Residual Noise.

Sushma Venkatesh, Raghavendra Ramachandra, Kiran B. Raja, Luuk J. Spreeuwers, Raymond N. J. Veldhuis, Christoph Busch

Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Video Based Deception Detection Using Deep Recurrent Convolutional Neural Network.

Sushma Venkatesh, Raghavendra Ramachandra, Patrick Bours

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.

Raghavendra Ramachandra, Jag Mohan Singh, Sushma Venkatesh, Kiran B. Raja, Christoph Busch

Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

2018

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

Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch

Pattern Recognit., 2018

Transgender face recognition with off-the-shelf pre-trained CNNs: A comprehensive study.

Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch

Proceedings of the 2018 International Workshop on Biometrics and Forensics, 2018

A low-cost Multi-Fingervein Verification System.

Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch

Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Verifying the Newborns without Infection Risks Using Contactless Palmprints.

Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Sneha Hegde, Shreedhar D. Dandappanavar, Christoph Busch

Proceedings of the 2018 International Conference on Biometrics, 2018

Fusion of Multi-Scale Local Phase Quantization Features for Face Presentation Attack Detection.

Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Pankaj Shivdayal Wasnik, Martin Stokkenes, Christoph Busch

Proceedings of the 21st International Conference on Information Fusion, 2018

Detecting Face Morphing Attacks with Collaborative Representation of Steerable Features.

Raghavendra Ramachandra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch

Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

2017

Multi-patch deep sparse histograms for iris recognition in visible spectrum using collaborative subspace for robust verification.

Kiran B. Raja, Ramachandra Raghavendra, Sushma Venkatesh, Christoph Busch

Pattern Recognit. Lett., 2017

Collaborative Representation of Statistically Independent Filters' Response: An Application to Face Recognition Under Illicit Drug Abuse Alterations.

Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Transferable deep convolutional neural network features for fingervein presentation attack detection.

Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Christoph Busch

Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017

On the vulnerability of extended Multispectral face recognition systems towards presentation attacks.

Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Faouzi Alaya Cheikh, Christoph Busch

Proceedings of the IEEE International Conference on Identity, 2017

Face morphing versus face averaging: Vulnerability and detection.

Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch

Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Extended multispectral face presentation attack detection: An approach based on fusing information from individual spectral bands.

Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch

Proceedings of the 20th International Conference on Information Fusion, 2017

Transferable Deep-CNN Features for Detecting Digital and Print-Scanned Morphed Face Images.

Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Face Presentation Attack Detection by Exploring Spectral Signatures.

Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Mutual Information Based Multispectral Image Fusion for Improved Face Recognition.

Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Faouzi Alaya Cheikh, Christoph Busch

Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016