Search Results for author: Gourav Siddhad

Found 3 papers, 2 papers with code

Max-min threshold-based cancelable biometric templates for low-end devices

1 code implementation Journal of Electronic Imaging 2022 Gourav Siddhad, Pritee Khanna

Biometrics are widely used in security systems, but it has drawbacks such as its nonreusability, being susceptible to getting stolen, and being prone to unauthorized access.

Efficacy of Transformer Networks for Classification of Raw EEG Data

no code implementations8 Feb 2022 Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy

Despite having achieved automated feature extraction in several other domains, deep learning has not yet been accomplished for EEG.

Age Classification Age Estimation +8

Cancelable Biometric Template Generation using Convolutional Autoencoder

1 code implementation Computer Vision and Image Processing 2021 Gourav Siddhad, Pritee Khanna, Aparajita Ojha

Convolutional autoencoders are a great tool for extracting features from images and compressing them to a lower dimension called latent space.

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