Avantika Singh

According to our database, Avantika Singh authored at least 13 papers between 2018 and 2023.

Collaborative distances:

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

2023

Teacher-Student Synergetic Knowledge Distillation for Detecting Alcohol Consumption in NIR Iris Images.

Sanskar Singh, Ravil Patel, Vandit Tyagi, Avantika Singh

Proceedings of the Computer Analysis of Images and Patterns, 2023

2022

FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification.

Geetika Arora, Avantika Singh, Aditya Nigam, Hari Mohan Pandey, Kamlesh Tiwari

Knowl. Based Syst., 2022

Learning to hash: a comprehensive survey of deep learning-based hashing methods.

Avantika Singh, Shaifu Gupta

Knowl. Inf. Syst., 2022

A generic framework for deep incremental cancelable template generation.

Avantika Singh, Chirag Vashist, Pratyush Gaurav, Aditya Nigam

Neurocomputing, 2022

2020

Comprehensive survey on cancelable biometrics with novel case study on finger dorsal template protection.

Avantika Singh, Ashish Arora, Gaurav Jaswal, Aditya Nigam

J. Bank. Financial Technol., 2020

Effect of identity mapping, transfer learning and domain knowledge on the robustness and generalization ability of a network: a biometric based case study.

Avantika Singh, Aditya Nigam

J. Ambient Intell. Humaniz. Comput., 2020

Cancelable Iris template generation by aggregating patch level ordinal relations with its holistically extended performance and security analysis.

Avantika Singh, Ashish Arora, Aditya Nigam

Image Vis. Comput., 2020

IHashNet: Iris Hashing Network based on efficient multi-index hashing.

Avantika Singh, Pratyush Gaurav, Chirag Vashist, Aditya Nigam, Rameshwar Pratap

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

2019

FDSNet: Finger dorsal image spoof detection network using light field camera.

Avantika Singh, Gaurav Jaswal, Aditya Nigam

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

FDFNet: A Secure Cancelable Deep Finger Dorsal Template Generation Network Secured via. Bio-Hashing.

Avantika Singh, Ashish Arora, Shreya Hasmukh Patel, Gaurav Jaswal, Aditya Nigam

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

2018

GHCLNet: A generalized hierarchically tuned contact lens detection network.

Avantika Singh, Vishesh Mistry, Dhananjay Yadav, Aditya Nigam

Proceedings of the IEEE 4th International Conference on Identity, 2018

Cancelable Knuckle Template Generation Based on LBP-CNN.

Avantika Singh, Shreya Hasmukh Patel, Aditya Nigam

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Encapsulating the Impact of Transfer Learning, Domain Knowledge and Training Strategies in Deep-Learning Based Architecture: A Biometric Based Case Study.

Avantika Singh, Aditya Nigam

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018