[HTML][HTML] Noninvasive hemoglobin level prediction in a mobile phone environment: State of the art review and recommendations

MK Hasan, MH Aziz, MII Zarif, M Hasan… - JMIR mHealth and …, 2021 - mhealth.jmir.org
Background There is worldwide demand for an affordable hemoglobin measurement
solution, which is a particularly urgent need in developing countries. The smartphone, which …

Attribute-based deep periocular recognition: Leveraging soft biometrics to improve periocular recognition

V Talreja, NM Nasrabadi… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
In recent years, periocular recognition has been developed as a valuable biometric
identification approach, especially in wild environments (for example, masked faces due to …

Cancelable biometrics using deep learning as a cloud service

T Sudhakar, M Gavrilova - IEEE Access, 2020 - ieeexplore.ieee.org
Cloud computing is a technology that has gained rapid popularity in recent years. It has
enabled use of immense computational power in a scalable and cost-efficient manner …

Privacy preservation and security challenges: a new frontier multimodal machine learning research

S Kumar, MK Chaube, SN Nenavath… - … Journal of Sensor …, 2022 - inderscienceonline.com
Multimodal machine learning is a vibrant multi-disciplinary field and achieved much
attention due to its wide range of applications. A research problem is multimodal, for the …

Pf-cpgan: Profile to frontal coupled gan for face recognition in the wild

F Taherkhani, V Talreja, J Dawson… - … Joint Conference on …, 2020 - ieeexplore.ieee.org
In recent years, due to the emergence of deep learning, face recognition has achieved
exceptional success. However, many of these deep face recognition models perform …

Attribute-guided coupled gan for cross-resolution face recognition

V Talreja, F Taherkhani, MC Valenti… - 2019 IEEE 10th …, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel attribute-guided cross-resolution (low-resolution to high-
resolution) face recognition framework that leverages a coupled generative adversarial …

Zero-shot deep hashing and neural network based error correction for face template protection

V Talreja, MC Valenti… - 2019 IEEE 10th …, 2019 - ieeexplore.ieee.org
In this paper, we present a novel architecture that integrates a deep hashing framework with
a neural network decoder (NND) for application to face template protection. It improves upon …

Blind quality assessment of iris images acquired in visible light for biometric recognition

M Jenadeleh, M Pedersen, D Saupe - Sensors, 2020 - mdpi.com
Image quality is a key issue affecting the performance of biometric systems. Ensuring the
quality of iris images acquired in unconstrained imaging conditions in visible light poses …

Biofeedback method for human–computer interaction to improve elder caring: Eye-gaze tracking

B Madhusanka, S Ramadass, P Rajagopal… - Predictive Modeling in …, 2022 - Elsevier
Interaction with biofeedback provides exciting opportunities for elderly care because it
allows elderly physiological information to be used in novel interaction techniques …

Deep sparse band selection for hyperspectral face recognition

F Taherkhani, J Dawson, NM Nasrabadi - Hyperspectral Image Analysis …, 2020 - Springer
Hyperspectral imaging systems collect and process information from specific wavelengths
across the electromagnetic spectrum. The fusion of multi-spectral bands in the visible …