Shuffle window transformer DeepLabV3+: a lightweight convolutional neural network and transformer based hybrid semantic segmentation network

Semantic segmentation is a critical task in computer vision. Constructing complex semantic segmentation models with high accuracy, low spatial occupancy, and low computational complexity remains a challenge. To address this, this paper proposes a semantic segmentation network based on a hybrid archi...

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Hlavní autoři:	Yane Li, Zhichao Chen, Hongxia Qi, Ming Fan, Lihua Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IOP Publishing 2025-01-01
Edice:	Machine Learning: Science and Technology
Témata:	semantic segmentation shuffle window transformer convolutional neural network DeepLabV3+
On-line přístup:	https://doi.org/10.1088/2632-2153/add853
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