Toward High-Resolution UAV Imagery Open-Vocabulary Semantic Segmentation

Toward High-Resolution UAV Imagery Open-Vocabulary Semantic Segmentation

Unmanned Aerial Vehicle (UAV) image semantic segmentation faces challenges in recognizing novel categories due to closed-set training paradigms and the high cost of annotation. While open-vocabulary semantic segmentation (OVSS) leverages vision-language models like CLIP to enable flexible class reco...

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Bibliographic Details
Main Authors: Zimo Chen, Yuxiang Xie, Yingmei Wei
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Drones
Subjects:
semantic segmentation
open-vocabulary
visual perception
deep learning
Online Access:https://www.mdpi.com/2504-446X/9/7/470
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