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A Military Object Detection Model of UAV Reconnaissance Image and Feature Visualization

A Military Object Detection Model of UAV Reconnaissance Image and Feature Visualization

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_17d099581cfe4f279e25b2bc9ce6a15b

A Military Object Detection Model of UAV Reconnaissance Image and Feature Visualization

About this item

Full title

A Military Object Detection Model of UAV Reconnaissance Image and Feature Visualization

Publisher

Basel: MDPI AG

Journal title

Applied sciences, 2022-12, Vol.12 (23), p.12236

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

Military object detection from Unmanned Aerial Vehicle (UAV) reconnaissance images faces challenges, including lack of image data, images with poor quality, and small objects. In this work, we simulate UAV low-altitude reconnaissance and construct the UAV reconnaissance image tank database UAVT-3. Then, we improve YOLOv5 and propose UAVT-YOLOv5 for...

Alternative Titles

Full title

A Military Object Detection Model of UAV Reconnaissance Image and Feature Visualization

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_17d099581cfe4f279e25b2bc9ce6a15b

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_17d099581cfe4f279e25b2bc9ce6a15b

Other Identifiers

ISSN

2076-3417

E-ISSN

2076-3417

DOI

10.3390/app122312236

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