Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art
Generative adversarial networks (GANs) have rapidly emerged as powerful tools for
generating realistic and diverse data across various domains, including computer vision and …
generating realistic and diverse data across various domains, including computer vision and …
Comparative analysis of edge information and polarization on sar-to-optical translation based on conditional generative adversarial networks
To accurately describe dynamic vegetation changes, high temporal and spectral resolution
data are urgently required. Optical images contain rich spectral information but are limited by …
data are urgently required. Optical images contain rich spectral information but are limited by …
CR-GAN: Automatic craniofacial reconstruction for personal identification
Craniofacial reconstruction is applied to identify human remains in the absence of
determination data (eg, fingerprinting, dental records, radiological materials, or DNA), by …
determination data (eg, fingerprinting, dental records, radiological materials, or DNA), by …
SoloGAN: multi-domain multimodal unpaired image-to-image translation via a single generative adversarial network
Despite significant advances in image-to-image (I2I) translation with generative adversarial
networks (GANs), it remains challenging to effectively translate an image to a set of diverse …
networks (GANs), it remains challenging to effectively translate an image to a set of diverse …
Combination of certainty and uncertainty: Using FusionGAN to create abstract paintings
In the study of generative art, it is relatively easy at present to achieve a high degree of
certainty or uncertainty. However, the combination of certainty and uncertainty has always …
certainty or uncertainty. However, the combination of certainty and uncertainty has always …
Shunting at Arbitrary Feature Levels via Spatial Disentanglement: Toward Selective Image Translation
The past few years have witnessed considerable efforts devoted to translating images from
one domain to another, mainly aiming at editing global style. Here, we focus on a more …
one domain to another, mainly aiming at editing global style. Here, we focus on a more …
Multi-view Adaptive Bone Activation from Chest X-Ray with Conditional Adversarial Nets
Activating bone from a chest X-ray (CXR) is significant for disease diagnosis and health
equity for under-developed areas, while the complex overlap of anatomical structures in …
equity for under-developed areas, while the complex overlap of anatomical structures in …