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CE-FPN: enhancing channel information for object detection

CE-FPN: enhancing channel information for object detection

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2703198521

CE-FPN: enhancing channel information for object detection

About this item

Full title

CE-FPN: enhancing channel information for object detection

Publisher

New York: Springer US

Journal title

Multimedia tools and applications, 2022-09, Vol.81 (21), p.30685-30704

Language

English

Formats

Publication information

Publisher

New York: Springer US

More information

Scope and Contents

Contents

Feature pyramid network (FPN) has been an efficient framework to extract multi-scale features in object detection. However, current FPN-based methods mostly suffer from the intrinsic flaw of channel reduction, which brings about the loss of semantical information. And the miscellaneous feature maps may cause serious aliasing effects. In this paper,...

Alternative Titles

Full title

CE-FPN: enhancing channel information for object detection

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2703198521

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2703198521

Other Identifiers

ISSN

1380-7501

E-ISSN

1573-7721

DOI

10.1007/s11042-022-11940-1

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