Semantic Segmentation of Sika Deer Antler Image by U-Net Based on Two-Dimensional Discrete Wavelet Transform Fusion and Multi-Attention Mechanism

Semantic Segmentation of Sika Deer Antler Image by U-Net Based on Two-Dimensional Discrete Wavelet Transform Fusion and Multi-Attention Mechanism

At present, the monitoring technology of the growth status of sika deer antlers faces many challenges in a complex breeding environment (such as light change, object occlusion, etc.). More importantly, an effective method for the segmentation of sika deer antlers is still lacking, which hinders the...

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Bibliographic Details
Main Authors: Haotian Gong, Jinfan Wei, Yu Sun, Zhipeng Li, He Gong, Juanjuan Fan
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Animals
Subjects:
sika deer antler
semantic segmentation
U-Net
2D-DWT
EMCA
Online Access:https://www.mdpi.com/2076-2615/15/10/1388
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