Deep metric learning (DML) is a rapidly evolving area in computer vision that seeks to learn similarity measures by mapping images into a continuous, low-dimensional embedding space. In this space, ...

Image-sentence retrieval task aims to search images for given sentences and retrieve sentences from image queries. The current retrieval methods are all supervised methods that require a large number ...

Researchers have leveraged deep learning techniques to enhance the image quality of a metalens camera. The new approach uses artificial intelligence to turn low-quality images into high-quality ones, ...