Avantika Singh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Hashing Methods

Biometric Template

Top Venues

Int. J. Intell. Transp. Syst. Res.

J. Bank. Financial Technol.

Publications

Avantika Singh, Vipulesh Tiwari, Srinivasa KG
Driver Profiling and Identification Based on Time Series Analysis. Int. J. Intell. Transp. Syst. Res. 22 (2) (2024)
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)