Two-Stage Category-Guided Frequency Modulation for Few-Shot Semantic Segmentation

Semantic segmentation of novel object categories with limited labeled data remains a challenging problem in computer vision. Few-shot segmentation methods aim to address this problem by recognizing objects from specific targe... | Find, read and cite all the research you need on Tech Science Press

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Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2025-01-01
DOI
https://doi.org/10.32604/cmc.2025.062412
Primary Topic
Geophysical Methods and Applications
Type
article
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article

Two-Stage Category-Guided Frequency Modulation for Few-Shot Semantic Segmentation

Yanqiu Chen, Yiming Tang
1 links
Computers, materials & continua/Computers, materials & continua (Print)
Geophysical Methods and Applications
article

Two-Stage Category-Guided Frequency Modulation for Few-Shot Semantic Segmentation

Yanqiu Chen, Yiming Tang
article en

Abstract

Semantic segmentation of novel object categories with limited labeled data remains a challenging problem in computer vision. Few-shot segmentation methods aim to address this problem by recognizing objects from specific targe... | Find, read and cite all the research you need on Tech Science Press

Computers, materials & continua/Computers, materials & continua (Print)Vol. 83(2)
Reduced inequalities
Openalex Percentile: Top 92%
Geophysical Methods and Applications
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Two-Stage Category-Guided Frequency Modulation for Few-Shot Semantic Segmentation — Yanqiu Chen, Yiming Tang · Computers, materials & continua/Computers, materials & continua (Print) (2025) | TGRS Research Map | TGRS