A Dual-Channel and Frequency-Aware Approach for Lightweight Video Instance Segmentation

Video instance segmentation, a key technology for intelligent sensing in visual perception, plays a key role in automated surveillance, robotics, and smart cities. These scenarios rely on real-time and efficient target-tracking capabilities for accurate perception and intelligent analysis of dynamic...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Mingzhu Liu, Wei Zhang, Haoran Wei
Format:	Article
Language:	English
Published:	MDPI AG 2025-01-01
Subjects:	video understanding video transformer visual perception intelligent sensing video instance segmentation lightweight
Online Access:	https://www.mdpi.com/1424-8220/25/2/459