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Avantika Singh
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 17
Top Topics
Light Field
Hashing Methods
Biometric Template
Case Study
Top Venues
CoRR
ISBA
J. Bank. Financial Technol.
IJCB
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Publications
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Sanskar Singh
,
Ravil Patel
,
Vandit Tyagi
,
Avantika Singh
Teacher-Student Synergetic Knowledge Distillation for Detecting Alcohol Consumption in NIR Iris Images.
CAIP (2)
(2023)
Avantika Singh
,
Chirag Vashist
,
Pratyush Gaurav
,
Aditya Nigam
A generic framework for deep incremental cancelable template generation.
Neurocomputing
467 (2022)
Geetika Arora
,
Avantika Singh
,
Aditya Nigam
,
Hari Mohan Pandey
,
Kamlesh Tiwari
FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification.
Knowl. Based Syst.
239 (2022)
Avantika Singh
,
Shaifu Gupta
Learning to hash: a comprehensive survey of deep learning-based hashing methods.
Knowl. Inf. Syst.
64 (10) (2022)
Avantika Singh
,
Aditya Nigam
Effect of identity mapping, transfer learning and domain knowledge on the robustness and generalization ability of a network: a biometric based case study.
J. Ambient Intell. Humaniz. Comput.
11 (5) (2020)
Avantika Singh
,
Pratyush Gaurav
,
Chirag Vashist
,
Aditya Nigam
,
Rameshwar Pratap
IHashNet: Iris Hashing Network based on efficient multi-index hashing.
IJCB
(2020)
Avantika Singh
,
Ashish Arora
,
Gaurav Jaswal
,
Aditya Nigam
Comprehensive survey on cancelable biometrics with novel case study on finger dorsal template protection.
J. Bank. Financial Technol.
4 (1) (2020)
Avantika Singh
,
Chirag Vashist
,
Pratyush Gaurav
,
Aditya Nigam
,
Rameshwar Pratap
IHashNet: Iris Hashing Network based on efficient multi-index hashing.
CoRR
(2020)
Avantika Singh
,
Ashish Arora
,
Aditya Nigam
Cancelable Iris template generation by aggregating patch level ordinal relations with its holistically extended performance and security analysis.
Image Vis. Comput.
104 (2020)
Avantika Singh
,
Gaurav Jaswal
,
Aditya Nigam
FDSNet: Finger dorsal image spoof detection network using light field camera.
ISBA
(2019)
Avantika Singh
,
Ashish Arora
,
Shreya Hasmukh Patel
,
Gaurav Jaswal
,
Aditya Nigam
FDFNet: A Secure Cancelable Deep Finger Dorsal Template Generation Network Secured via. Bio-Hashing.
ISBA
(2019)
Avantika Singh
,
Shreya Hasmukh Patel
,
Aditya Nigam
Cancelable Knuckle Template Generation Based on LBP-CNN.
ECCV Workshops (4)
(2018)
Avantika Singh
,
Ashish Arora
,
Shreya Hasmukh Patel
,
Gaurav Jaswal
,
Aditya Nigam
FDFNet : A Secure Cancelable Deep Finger Dorsal Template Generation Network Secured via. Bio-Hashing.
CoRR
(2018)
Avantika Singh
,
Aditya Nigam
Encapsulating the Impact of Transfer Learning, Domain Knowledge and Training Strategies in Deep-Learning Based Architecture: A Biometric Based Case Study.
CVPR Workshops
(2018)
Avantika Singh
,
Gaurav Jaswal
,
Aditya Nigam
FDSNet: Finger dorsal image spoof detection network using light field camera.
CoRR
(2018)
Avantika Singh
,
Vishesh Mistry
,
Dhananjay Yadav
,
Aditya Nigam
GHCLNet: A generalized hierarchically tuned contact lens detection network.
ISBA
(2018)
Avantika Singh
,
Vishesh Mistry
,
Dhananjay Yadav
,
Aditya Nigam
GHCLNet: A Generalized Hierarchically tuned Contact Lens detection Network.
CoRR
(2017)