Small Scale Multi-Object Segmentation in Mid-Infrared Image Using the Image Timing Features–Gaussian Mixture Model and Convolutional-UNet

Small Scale Multi-Object Segmentation in Mid-Infrared Image Using the Image Timing Features–Gaussian Mixture Model and Convolutional-UNet

The application of intelligent video monitoring for natural resource protection and management has become increasingly common in recent years. To enhance safety monitoring during the grazing prohibition and rest period of grassland, this paper proposes a multi-object segmentation algorithm based on...

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Bibliographic Details
Main Authors: Meng Lv, Haoting Liu, Mengmeng Wang, Dongyang Wang, Haiguang Li, Xiaofei Lu, Zhenhui Guo, Qing Li
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Sensors
Subjects:
mid-infrared image
image segmentation
Gaussian Mixture Model (GMM)
UNet
grassland monitoring
Online Access:https://www.mdpi.com/1424-8220/25/11/3440
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