Cross-attention swin-transformer for detailed segmentation of ancient architectural color patterns

IntroductionSegmentation tasks in computer vision play a crucial role in various applications, ranging from object detection to medical imaging and cultural heritage preservation. Traditional approaches, including convolutional neural networks (CNNs) and standard transformer-based models, have achie...

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Bibliographic Details
Main Authors: Lv Yongyin, Yu Caixia
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Neurorobotics
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Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2024.1513488/full
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