My Vision, Computer Vision

Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary SegmentationOpen-Vocabulary Segmentation (OVS) aims at segmenting images from free-form textual concepts without predefined training classes. While existing vision-language models such as CLIP can generate segmentation masks by leveraging coarse spatial information frarxiv.orgAuthor : Barsellotti, Luca, ..

LAVT: Language-Aware Vision Transformer for Referring Image SegmentationReferring image segmentation is a fundamental vision-language task that aims to segment out an object referred to by a natural language expression from an image. One of the key challenges behind this task is leveraging the referring expression for highligharxiv.orgAuthor : Yang, Zhao, et alJournal : CVPR 2022Keyword : PWAM, ..