MobileSAM-Track: Lightweight One-Shot Tracking and Segmentation of Small Objects on Edge Devices

MobileSAM-Track: Lightweight One-Shot Tracking and Segmentation of Small Objects on Edge Devices

Tracking and segmenting small targets in remote sensing videos on edge devices carries significant engineering implications. However, many semi-supervised video object segmentation (S-VOS) methods heavily rely on extensive video random-access memory (VRAM) resources, making deployment on edge device...

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Bibliographic Details
Main Authors: Yehui Liu, Yuliang Zhao, Xinyue Zhang, Xiaoai Wang, Chao Lian, Jian Li, Peng Shan, Changzeng Fu, Xiaoyong Lyu, Lianjiang Li, Qiang Fu, Wen Jung Li
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Remote Sensing
Subjects:
semi-supervised video object segmentation (S-VOS)
remote sensing
correlation filters (CFs)
Segment Anything Model (SAM)
edge devices
Online Access:https://www.mdpi.com/2072-4292/15/24/5665

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https://www.mdpi.com/2072-4292/15/24/5665

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