Roberto Amoroso

Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation

Open-vocabulary semantic segmentation aims at segmenting arbitrary categories expressed in textual form. Previous works have trained over large amounts of image-caption pairs to enforce pixel-level multimodal alignments. However captions provide global information about the semantics of a given imag…