Panagiotis Meletis

2 accepted papers

2021

Part-Aware Panoptic Segmentation

Daan de Geus, Panagiotis Meletis, Chenyang Lu, Xiaoxiao Wen, Gijs Dubbelman

CVPR 2021poster

In this work, we introduce the new scene understanding task of Part-aware Panoptic Segmentation (PPS), which aims to understand a scene at multiple levels of abstraction, and unifies the tasks of scene parsing and part parsing. For this novel task, we provide consistent annotations on two commonly u…

Cited by 77 PDF ↗code ↗Scholar ↗

2020

Fast Panoptic Segmentation Network

Daan de Geus, Panagiotis Meletis, Gijs Dubbelman

RA-L 2020

In this work, we present an end-to-end network for fast panoptic segmentation. This network, called Fast Panoptic Segmentation Network (FPSNet), does not require computationally costly instance mask predictions or rule-based merging operations. This is achieved by casting the panoptic task into a cu

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