Search Results for author: Ian Nunes

Found 2 papers, 2 papers with code

FuSS: Fusing Superpixels for Improved Segmentation Consistency

1 code implementation6 Jun 2022 Ian Nunes, Matheus B. Pereira, Hugo Oliveira, Jefersson A. dos Santos, Marcus Poggi

In this work, we propose two different approaches to improve the semantic consistency of Open Set Semantic Segmentation.

Semantic Segmentation Superpixels

Conditional Reconstruction for Open-set Semantic Segmentation

1 code implementation2 Mar 2022 Ian Nunes, Matheus B. Pereira, Hugo Oliveira, Jefersson A. dos Santos, Marcus Poggi

Open set segmentation is a relatively new and unexploredtask, with just a handful of methods proposed to model suchtasks. We propose a novel method called CoReSeg thattackles the issue using class conditional reconstruction ofthe input images according to their pixelwise mask.

Semantic Segmentation

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