Gourav Siddhad

According to our database, Gourav Siddhad authored at least 11 papers between 2020 and 2024.

Collaborative distances:

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

2024

Efficacy of transformer networks for classification of EEG data.

Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy

Biomed. Signal Process. Control., January, 2024

Enhancing EEG Signal-Based Emotion Recognition with Synthetic Data: Diffusion Model Approach.

Gourav Siddhad, Masakazu Iwamura, Partha Pratim Roy

CoRR, 2024

Neural Networks Meet Neural Activity: Utilizing EEG for Mental Workload Estimation.

Gourav Siddhad, Partha Pratim Roy, Byung-Gyu Kim

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Awake at the Wheel: Enhancing Automotive Safety Through EEG-Based Fatigue Detection.

Gourav Siddhad, Sayantan Dey, Partha Pratim Roy, Masakazu Iwamura

Proceedings of the Pattern Recognition - 27th International Conference, 2024

DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection.

Gourav Siddhad, Sayantan Dey, Partha Pratim Roy

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2022

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

Gourav Siddhad, Pritee Khanna

J. Electronic Imaging, 2022

DSB-GAN: Generation of deep learning based synthetic biometric data.

Pankaj Bamoriya, Gourav Siddhad, Harkeerat Kaur, Pritee Khanna, Aparajita Ojha

Displays, 2022

Efficacy of Transformer Networks for Classification of Raw EEG Data.

Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy

CoRR, 2022

2021

Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning.

Anmol Gupta, Gourav Siddhad, Vishal Pandey, Partha Pratim Roy, Byung-Gyu Kim

Sensors, 2021

Cancelable Template Generation Using Convolutional Autoencoder and RandNet.

Pankaj Bamoriya, Gourav Siddhad, Pritee Khanna, Aparajita Ojha

Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

2020

Cancelable Biometric Template Generation Using Convolutional Autoencoder.

Gourav Siddhad, Pritee Khanna, Aparajita Ojha

Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020