119 citations · 354 across the 34 of their papers we have counts for
66 papers
Human Age Estimation from Gene Expression Data using Artificial Neural Networks
Salman Mohamadi, Gianfranco. Doretto, Nasser M. Nasrabadi +1
The study of signatures of aging in terms of genomic biomarkers can be uniquely helpful in understanding the mechanisms of aging and developing models to accurately predict the age…
Adversarially Perturbed Wavelet-based Morphed Face Generation
Kelsey O'Haire, Sobhan Soleymani, Baaria Chaudhary +3
Morphing is the process of combining two or more subjects in an image in order to create a new identity which contains features of both individuals. Morphed images can fool Facial…
Attribute-Based Deep Periocular Recognition: Leveraging Soft Biometrics to Improve Periocular Recognition
Veeru Talreja, Nasser M. Nasrabadi, Matthew C. Valenti
In recent years, periocular recognition has been developed as a valuable biometric identification approach, especially in wild environments (for example, masked faces due to COVID-…
Quality Map Fusion for Adversarial Learning
Uche Osahor, Nasser M. Nasrabadi
Generative adversarial models that capture salient low-level features which convey visual information in correlation with the human visual system (HVS) still suffer from perceptibl…
Ortho-Shot: Low Displacement Rank Regularization with Data Augmentation for Few-Shot Learning
Uche Osahor, Nasser M. Nasrabadi
In few-shot classification, the primary goal is to learn representations from a few samples that generalize well for novel classes. In this paper, we propose an efficient low displ…
Deep adversarial attack on target detection systems
Uche M. Osahor, Nasser M. Nasrabadi
Target detection systems identify targets by localizing their coordinates on the input image of interest. This is ideally achieved by labeling each pixel in an image as a backgroun…