Concepedia

Pouya Samangouei

PS

9

Publications

1.2K

Citations

9

H-Index

2015

Active since

Affiliations

University of Maryland, College Park(Current)

Pouya Samangouei is an author at University of Maryland, College Park specializing in engineering, image analysis, and computer vision.

Top concepts

EngineeringImage AnalysisComputer VisionComputer SciencePattern RecognitionMachine LearningDeep LearningMachine VisionBiometricsData Science

Publications per year

2015–2024

9

Publications

9

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using\n Generative Models

Pouya Samangouei, Maya Kabkab, Rama Chellappa · arXiv (Cornell University) · 2018 · 593 citations · Full text

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models

Pouya Samangouei, Maya Kabkab, Rama Chellappa · arXiv (Cornell University) · 2018 · 284 citations · Full text

Deep Neural Networks, Computer Vision, Machine Learning +15

SSH: Single Stage Headless Face Detector

Mahyar Najibi, Pouya Samangouei, Rama Chellappa et al. · 2017 · 69 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Facial attributes for active authentication on mobile devices

Pouya Samangouei, Vishal M. Patel, Rama Chellappa · Image and Vision Computing · 2016 · 66 citations

Facial Attributes, Facial Recognition System, Image Analysis +10

Task-Aware Compressed Sensing With Generative Adversarial Networks

Maya Kabkab, Pouya Samangouei, Rama Chellappa · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 54 citations · Full text

Generative System, Machine Vision, Machine Learning +15

Rows per page

1–5 of 9