Keywords:
- 3D Masks
- Biometrics
- CNN
- CNN Embeddings
- Convolutional neural network
- cross-dataset evaluation
- Custom 3D Silicon masks
- Custom Silicone Masks
- deep learning
- deep-networks
- dnn
- domain adaptation
- domain generalization
- Face Presentation Attack Detection
- Face presentation attack detection (PAD)
- face presentation-attacks
- Face Recognition
- Feature Fusion
- feature selection
- Finger vein
- finger vein recognition
- LWIR
- LWIR.
- mobile biometrics
- MOBIO database
- MSU-MFSD
- Multi-channel face-PAD
- multispectral
- near-infrared
- NIR
- photometric stereo
- presentation attack
- Presentation Attack Detection
- pruning
- Replay-Attack
- Replay-Mobile
- RGB/depth cameras
- score fusion
- thermal cameras
- VGG-Face
- vulnerability
- XCSMAD
Publications of Sushil Bhattacharjee
2022
| Domain-Specific Adaptation of CNN for Detecting Face Presentation Attacks in NIR, , , , , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2022 |
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2020
| DOMAIN ADAPTATION FOR GENERALIZATION OF FACE PRESENTATION ATTACK DETECTION IN MOBILE SETTINGS WITH MINIMAL INFORMATION, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, IEEE, 2020 |
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| IMPROVING CROSS-DATASET PERFORMANCE OF FACE PRESENTATION ATTACK DETECTION SYSTEMS USING FACE RECOGNITION DATASETS, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, IEEE, 2020 |
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2019
| Custom Silicone Face Masks - Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection, , , , , , and , in: Proceedings of 7th IAPR/IEEE International Workshop on Biometrics and Forensics, 2019 |
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| Multispectral Deep Embeddings As a Countermeasure To Custom Silicone Mask Presentation Attacks, , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2019 |
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| Recent Advances in Face Presentation Attack Detection, , , and , in: Handbook of Biometric Anti-Spoofing, Springer, 2019 |
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2018
| Enhancing Trust in eAssessment - the TeSLA System Solution, , , , and , in: Technology Enhanced Assessment Conference., 2018 |
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| Spoofing Deep Face Recognition With Custom Silicone Masks, , and , in: Proceedings of BTAS2018, 2018 |
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2017
| A Competition on Generalized Software-based Face Presentation Attack Detection in Mobile Scenarios, , , , , , , , , and , in: Proceedings of the International Joint Conference on Biometrics, 2017, 2017 |
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| Deeply Vulnerable -- a study of the robustness of face recognition to presentation attacks, , and , in: IET (The Institution of Engineering and Technology) -- Biometrics:1--13, 2017 |
[DOI] |
| What you can't see can help you -- extended-range imaging for 3D-mask presentation attack detection, and , in: Proceedings of the 16th International Conference on Biometrics Special Interest Group., Darmstadt (Germany), Gesellschaft fuer Informatik e.V. (GI), 2017 |
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2016
| The REPLAY-MOBILE Face Presentation-Attack Database, , , and , in: Proceedings of the International Conference on Biometrics Special Interests Group, 2016 |
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