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Multi-layer features template update object tracking algorithm based on SiamFC++

Multi-layer features template update object tracking algorithm based on SiamFC++

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e71bd2f121be46e5a79c0b98f6fe22af

Multi-layer features template update object tracking algorithm based on SiamFC++

About this item

Full title

Multi-layer features template update object tracking algorithm based on SiamFC++

Publisher

Cham: Springer International Publishing

Journal title

EURASIP journal on image and video processing, 2024-12, Vol.2024 (1), p.1-17, Article 1

Language

English

Formats

Publication information

Publisher

Cham: Springer International Publishing

More information

Scope and Contents

Contents

SiamFC++ only extracts the object feature of the first frame as a tracking template, and only uses the highest level feature maps in both the classification branch and the regression branch, so that the respective characteristics of the two branches are not fully utilized. In view of this, the present paper proposes an object tracking algorithm bas...

Alternative Titles

Full title

Multi-layer features template update object tracking algorithm based on SiamFC++

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_e71bd2f121be46e5a79c0b98f6fe22af

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e71bd2f121be46e5a79c0b98f6fe22af

Other Identifiers

ISSN

1687-5281,1687-5176

E-ISSN

1687-5281

DOI

10.1186/s13640-023-00616-x

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