67 citations · 93 across the 10 of their papers we have counts for
4 papers · 2 filters
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger +4
Generative Adversarial Networks (GANs) have been extremely successful in various application domains such as computer vision, medicine, and natural language processing. Moreover, t…
Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks
Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou +2
Road extraction in remote sensing images is of great importance for a wide range of applications. Because of the complex background, and high density, most of the existing methods…
Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis
Masoumeh Zareapoor, Pourya Shamsolmoali, Jie Yang
The collected data from industrial machines are often imbalanced, which poses a negative effect on learning algorithms. However, this problem becomes more challenging for a mixed t…
AMIL: Adversarial Multi Instance Learning for Human Pose Estimation
Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou +1
Human pose estimation has an important impact on a wide range of applications from human-computer interface to surveillance and content-based video retrieval. For human pose estima…