Deep Dual-Resolution Networks for Real-Time and Accurate Semantic Segmentation of Traffic Scenes

Using light-weight architectures or reasoning on low-resolution images, recent methods realize very fast scene parsing, even running at more than 100 FPS on a single GPU. However, there is still a significant gap in performance between these real-time methods and the models based on dilation backbon...

Full description

Saved in:
Bibliographic Details
Published in:IEEE transactions on intelligent transportation systems 2023-03, Vol.24 (3), p.1-13
Main Authors: Pan, Huihui, Hong, Yuanduo, Sun, Weichao, Jia, Yisong
Format: Article
Language:English
Subjects:
Acceleration
autonomous driving
Computer architecture
Data mining
deep convolutional neural networks
Feature extraction
Feature maps
Image resolution
Image segmentation
Real time
Real-time systems
Semantic segmentation
Semantics
Task analysis
Test sets
Weight reduction
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!