9 citations · 12 across the 12 of their papers we have counts for
28 papers
Landmark Enforcement and Style Manipulation for Generative Morphing
Samuel Price, Sobhan Soleymani, Nasser M. Nasrabadi
Morph images threaten Facial Recognition Systems (FRS) by presenting as multiple individuals, allowing an adversary to swap identities with another subject. Morph generation using…
Robust Ensemble Morph Detection with Domain Generalization
Hossein Kashiani, Shoaib Meraj Sami, Sobhan Soleymani +1
Although a substantial amount of studies is dedicated to morph detection, most of them fail to generalize for morph faces outside of their training paradigm. Moreover, recent morph…
Information Maximization for Extreme Pose Face Recognition
Mohammad Saeed Ebrahimi Saadabadi, Sahar Rahimi Malakshan, Sobhan Soleymani +2
In this paper, we seek to draw connections between the frontal and profile face images in an abstract embedding space. We exploit this connection using a coupled-encoder network to…
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…
Tasks Structure Regularization in Multi-Task Learning for Improving Facial Attribute Prediction
Fariborz Taherkhani, Ali Dabouei, Sobhan Soleymani +2
The great success of Convolutional Neural Networks (CNN) for facial attribute prediction relies on a large amount of labeled images. Facial image datasets are usually annotated by…
Attribute Guided Sparse Tensor-Based Model for Person Re-Identification
Fariborz Taherkhani, Ali Dabouei, Sobhan Soleymani +2
Visual perception of a person is easily influenced by many factors such as camera parameters, pose and viewpoint variations. These variations make person Re-Identification (ReID) a…