Hybrid CNN-LSTM model with efficient hyperparameter tuning for prediction of Parkinson's disease

UK Lilhore, S Dalal, N Faujdar, M Margala… - Scientific Reports, 2023 - nature.com
The patients' vocal Parkinson's disease (PD) changes could be identified early on, allowing
for management before physically incapacitating symptoms appear. In this work, static as …

Iris liveness detection for biometric authentication: A systematic literature review and future directions

S Khade, S Ahirrao, S Phansalkar, K Kotecha, S Gite… - Inventions, 2021 - mdpi.com
Biometrics is progressively becoming vital due to vulnerabilities of traditional security
systems leading to frequent security breaches. Biometrics is an automated device that …

[HTML][HTML] Low-altitude aerial video surveillance via one-class SVM anomaly detection from textural features in UAV images

D Avola, L Cinque, A Di Mambro, A Diko, A Fagioli… - Information, 2021 - mdpi.com
In recent years, small-scale Unmanned Aerial Vehicles (UAVs) have been used in many
video surveillance applications, such as vehicle tracking, border control, dangerous object …

A contemporary survey of multimodal presentation attack detection techniques: challenges and opportunities

Kavita, GS Walia, R Rohilla - SN Computer Science, 2021 - Springer
Biometric recognition is a broad and dynamic field of research but the main problem of this
field is spoofing attack or presentation attack “use of fake biometric in place of the real …

Detection of iris presentation attacks using hybridization of discrete cosine transform and haar transform with machine learning classifiers and ensembles

S Khade, S Gite, SD Thepade, B Pradhan… - Ieee …, 2021 - ieeexplore.ieee.org
Iris biometric identification allows for contactless authentication, which helps to avoid the
transmission of diseases like COVID-19. Biometric systems become unstable and …

Replication-Based Query Management for Resource Allocation Using Hadoop and MapReduce over Big Data

A Kumar, N Varshney, S Bhatiya… - Big Data Mining and …, 2023 - ieeexplore.ieee.org
We live in an age where everything around us is being created. Data generation rates are so
scary, creating pressure to implement costly and straightforward data storage and recovery …

Detection of iris presentation attacks using feature fusion of thepade's sorted block truncation coding with gray-level co-occurrence matrix features

S Khade, S Gite, SD Thepade, B Pradhan, A Alamri - Sensors, 2021 - mdpi.com
Iris biometric detection provides contactless authentication, preventing the spread of COVID-
19-like contagious diseases. However, these systems are prone to spoofing attacks …

Iris print attack detection using eye movement signals

MH Raju, DJ Lohr, O Komogortsev - 2022 Symposium on Eye Tracking …, 2022 - dl.acm.org
Iris-based biometric authentication is a wide-spread biometric modality due to its accuracy,
among other benefits. Improving the resistance of iris biometrics to spoofing attacks is an …

Iris liveness detection using fragmental energy of HAAR transformed iris images using ensemble of machine learning classifiers

S Khade, S Gite, SD Thepade… - … in Engineering and …, 2023 - opus.lib.uts.edu.au
Contactless verification is possible with iris biometric identification, which helps prevent
infections like COVID-19 from spreading. Biometric systems have grown unsteady and …

Bibliometric survey on biometric iris liveness detection

S Khade, S Ahirrao, S Thepade - Library Philosophy and …, 2020 - search.proquest.com
Authentication is an essential step for giving access to resources to authorized individuals
and prevent leakage of confidential information. The traditional authentication systems like a …