Ultrasound (US) imaging is a widely employed diagnostic tool used for real-time imaging of various organs and tissues using ...

Here, we present an automatic learning-based 2D-3D image conversion approach, based on the key hypothesis that color images with similar structure likely present a similar depth structure. The ...

In the field of computational imaging (CI), supervised training methods have long been the dominant approach for neural networks in optics. These methods heavily rely on large amounts of labeled data ...