Silkworm segmentation based on encoder-decoder structure

•A redesigned encoder-decoder structure incorporating ICAM Block and KAN Block to enhance morphological feature extraction.•A MFF block that leverages low level silkworm features while modeling long range dependency.•Integration of depthwise separable convolutions and structural re-parameterization...

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Bibliographic Details

Published in:	Smart agricultural technology Vol. 12; p. 101274
Main Authors:	Zhuang, Huimin, Liu, Zicheng, Dong, Jianping, Guo, Dequan, Yuan, Guoquan, Liu, Bo, Liu, Yu
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2025 Elsevier
Subjects:	Deep Learning Intelligent Silkworm Breeding Segmentation;U-Net Intelligent Silkworm Breeding Deep Learning Segmentation;U-Net
ISSN:	2772-3755, 2772-3755
Online Access:	Get full text
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