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Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking

Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2015677428

Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking

About this item

Full title

Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking

Publisher

New York: Springer US

Journal title

International journal of computer vision, 2018-08, Vol.126 (8), p.771-796

Language

English

Formats

Publication information

Publisher

New York: Springer US

More information

Scope and Contents

Contents

Object tracking is challenging as target objects often undergo drastic appearance changes over time. Recently, adaptive correlation filters have been successfully applied to object tracking. However, tracking algorithms relying on highly adaptive correlation filters are prone to drift due to noisy updates. Moreover, as these algorithms do not maint...

Alternative Titles

Full title

Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2015677428

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2015677428

Other Identifiers

ISSN

0920-5691

E-ISSN

1573-1405

DOI

10.1007/s11263-018-1076-4

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