2 papers
cs.CV2025
A Simple and Generalist Approach for Panoptic Segmentation
Nedyalko Prisadnikov, Wouter Van Gansbeke, Danda Pani Paudel +1
Panoptic segmentation is an important computer vision task, where the current state-of-the-art solutions require specialized components to perform well. We propose a simple general…
cs.CV2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting
Wouter Van Gansbeke, Bert De Brabandere
Panoptic and instance segmentation networks are often trained with specialized object detection modules, complex loss functions, and ad-hoc post-processing steps to manage the perm…