Improved segmentation of objects and regions in images without object proposals
Improved segmentation of objects and regions in images without object proposals
Hierarchical Lovász Embeddings for Proposal-free Panoptic Segmentation
arXiv paper abstract https://arxiv.org/abs/2106.04555v1
arXiv PDF paper https://arxiv.org/pdf/2106.04555v1.pdf
Panoptic Segmentation https://arxiv.org/pdf/1801.00868.pdf
Panoptic segmentation brings together two separate tasks: instance and semantic segmentation.
... Hence, state-of-the-art panoptic segmentation methods use complex models with a distinct stream for each task.
... we propose ... simultaneously encode instance- and category-level discriminative information.
... a unified semantic and instance hierarchy without requiring separate network branches or object proposals.
... simple model achieves state-of-the-art ... on Cityscapes, COCO, and Mapillary Vistas.
... demonstrates temporal stability between video frames.
Please like and share this post if you enjoyed it using the buttons at the bottom!
Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact
Web site with my other posts by category https://morrislee1234.wixsite.com/website
Comments