Keywords:
- AIM
- autoencoders
- bias mitigation
- Biometrics
- CNN
- CNN Embeddings
- Convolutional neural network
- Custom Silicone Masks
- deep learning
- Demographic
- Demographic bias
- domain adaptation
- Face Presentation Attack Detection
- Face presentation attack detection (PAD)
- Face Recognition
- Fairness
- Fairness Evaluation.
- Feature Fusion
- Finger vein
- finger vein recognition
- Image classification
- Iris Recognition
- Latent Enhancement
- Low resource language
- Machine Translation
- Makeup Attack Detection
- Makeup Attacks
- Multi-channel face-PAD
- Multimodal machine translation
- multispectral
- near-infrared
- NIR
- Occlusion Handling
- Old-Age Makeups
- Out-of-distribution
- Periocular PAD
- Periocular Recognition
- Presentation Attack Detection
- regularization
- residual CNN
- score fusion
- semantic segmentation
- Shape descriptor
- Texture Descriptor
- vein enhancement
- Virtual Reality Dataset
- XCSMAD
Publications of Ketan Kotwal
2024
| Assessing the Reliability of Biometric Authentication on Virtual Reality Devices, , and , Idiap-RR-04-2024 |
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| Assessing the Reliability of Biometric Authentication on Virtual Reality Devices, , and , in: Proceedings of IEEE International Joint Conference on Biometrics, 2024 |
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| Demographic Fairness Transformer for Bias Mitigation in Face Recognition, and , in: Proceedings of IEEE International Joint Conference on Biometrics (IJCB2024), 2024 |
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| EdgeFace : Efficient Face Recognition Model for Edge Devices, , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024 |
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| EdgeFace: Efficient Face Recognition Model for Edge Devices, , , , and , Idiap-RR-01-2024 |
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| Latent Enhancing AutoEncoder for Occluded Image Classification, , in: Proceedings of International Conference on Image Processing, 2024 |
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| Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration, and , in: IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, IEEE/CVF, 2024 |
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| SWEET - An Open Source Modular Platform for Contactless Hand Vascular Biometric Experiments, , , , and , in: arXiv, 2024 |
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| Vascular Biometrics Experiments on Candy -- A New Contactless Finger-Vein Dataset, , , , and , in: Proceedings of the International Conference on Pattern Recognition (ICPR), Calcutta (India), 2024 |
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| VRBiom: A New Periocular Dataset for Biometric Applications of HMD, , and , Idiap-RR-03-2024 |
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2023
| EFaR 2023: Efficient Face Recognition Competition, , , , and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023 |
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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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| Fairness Index Measures to Evaluate Bias in Biometric Recognition, and , in: International Conference on Pattern Recognition Workshops, 2022 |
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| Residual Feature Pyramid Network for Enhancement of Vascular Patterns, and , in: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022 |
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2021
| Multimodal Neural Machine Translation System for English to Bengali, , , , , , and , Idiap-RR-13-2021 |
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| Multimodal Neural Machine Translation System for English to Bengali, , , , , , and , in: Proceedings of the First Workshop on Multimodal Machine Translation for Low Resource Languages (MMTLRL 2021), Online (Virtual Mode), pages 31--39, INCOMA Ltd., 2021 |
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| NLPHut's Participation at WAT2021, , , , , , , and , in: Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 146--154, Association for Computational Linguistics, 2021 |
[URL] |
| NLPHut’s Participation at WAT2021, , , , , , , and , Idiap-RR-10-2021 |
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| Vein Enhancement with Deep Auto-Encoders to improve Finger Vein Recognition, , and , in: Biometrics Special Interest Group (BIOSIG 2021), 2021 |
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2020
| CNN Patch Pooling for Detecting 3D Mask Presentation Attacks in NIR, and , Idiap-RR-10-2020 |
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| CNN Patch Pooling for Detecting 3D Mask Presentation Attacks in NIR, and , in: IEEE International Conference on Image Processing, 2020 |
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2019
| Detection of Age-Induced Makeup Attacks on Face Recognition Systems Using Multi-Layer Deep Features, , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science:11, 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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