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

Published in:	Remote Sensing
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
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