Boundary losses

Assessing the Role of Boundary-Level Objectives in Indoor Semantic Segmentation
[ CAIP 2021 | Oral ] We test and devise variants of both the Boundary and Active Boundary losses, two recent proposals which deal with the prediction of semantic boundaries.
Roberto Amoroso, Lorenzo Baraldi, Rita Cucchiara
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Assessing the Role of Boundary-Level Objectives in Indoor Semantic Segmentation
Improving Indoor Semantic Segmentation with Boundary-Level Objectives
[ IWANN 2021 | Oral ] We propose two loss functions that improve the semantic segmentation accuracy at the boundary level.
Roberto Amoroso, Lorenzo Baraldi, Rita Cucchiara
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Improving Indoor Semantic Segmentation with Boundary-Level Objectives