375 citations · 375 across the 1 of their papers we have counts for
4 papers
Quality analysis of DCGAN-generated mammography lesions
Basel Alyafi, Oliver Diaz, Joan C Vilanova +2
Medical image synthesis has gained a great focus recently, especially after the introduction of Generative Adversarial Networks (GANs). GANs have been used widely to provide anatom…
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography
Basel Alyafi, Oliver Diaz, Robert Marti
Early detection of breast cancer has a major contribution to curability, and using mammographic images, this can be achieved non-invasively. Supervised deep learning, the dominant…
6D Pose Estimation using an Improved Method based on Point Pair Features
Joel Vidal, Chyi-Yeu Lin, Robert Martí
The Point Pair Feature (Drost et al. 2010) has been one of the most successful 6D pose estimation method among model-based approaches as an efficient, integrated and compromise alt…
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review
Jose Bernal, Kaisar Kushibar, Daniel S. Asfaw +4
In recent years, deep convolutional neural networks (CNNs) have shown record-shattering performance in a variety of computer vision problems, such as visual object recognition, det…