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A CNN architecture for efficient semantic segmentation of street scenes

Authors :
Moeller, R
Ciabattoni, L
Mazzini, D
Buzzelli, M
Pau, D
Schettini, R
Mazzini, Davide
Buzzelli, Marco
Pau, Danilo Pietro
Schettini, Raimondo
Moeller, R
Ciabattoni, L
Mazzini, D
Buzzelli, M
Pau, D
Schettini, R
Mazzini, Davide
Buzzelli, Marco
Pau, Danilo Pietro
Schettini, Raimondo
Publication Year :
2018

Abstract

We propose a novel modular CNN architecture that provides semantic segmentation and understanding of outdoor street environment images. Our solution processes a 512x1024 resolution image on a single Titan Xp GPU at 37.4 FPS attaining 70.4% IoU on the Cityscapes test dataset.

Details

Database :
OAIster
Notes :
English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1311395201
Document Type :
Electronic Resource