Multi-Oriented Object Detection in Aerial Images With Double Horizontal Rectangles

Most existing methods adopt the quadrilateral or rotated rectangle representation to detect multi-oriented objects. Yet, the same oriented object may correspond to several different representations, due to different vertex ordering, or angular periodicity and edge exchangeability. To ensure the uniq...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2023-04, Vol.45 (4), p.4932-4944
Hauptverfasser:	Nie, Guangtao, Huang, Hua
Format:	Artikel
Sprache:	eng
Schlagworte:	aerial image Apexes Decoding Detectors Discontinuity Encoding Feature extraction Image edge detection multi-oriented object Object detection Object recognition Performance degradation Quadrilaterals Rectangles Representations Training Uniqueness
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