MambaOVD: a Mamba-based open-vocabulary object detection method

Abstract Open-vocabulary object detection (OVD) is a critical research area in computer vision, particularly for applications in autonomous driving and robotics. Many existing OVD methods adopt transformer architectures for image-text fusion, utilizing self-attention mechanisms to model complex depe...

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Bibliografske podrobnosti

Principais autores:	Kunhua Liu, Longyan Ma, Tao Lu
Format:	Artigo
Jezik:	Inglês
Izdano:	Nature Portfolio 2025-09-01
Serija:	Scientific Reports
Teme:	Open-vocabulary object detection Mamba architecture MambaOVD Mamba-based image-text fusion module
Online dostop:	https://doi.org/10.1038/s41598-025-18769-2
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