Designing effective power law-based loss function for faster and better bounding box regression

Effective bounding box regression is essential for running any real-time object detection algorithm with acceptable accuracy. The currently available loss functions have issues like high computations, and sometimes they suffer from a subtle problem of plateau for non-overlapping bounding boxes, as t...

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Veröffentlicht in:	Machine vision and applications 2021-07, Vol.32 (4), Article 87
Hauptverfasser:	Aswal, Diksha, Shukla, Priya, Nandi, G. C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Automation Boxes Communications Engineering Computer Science Computing time Image Processing and Computer Vision Localization Networks Object recognition Original Paper Pattern Recognition Power law Vision systems
Online-Zugang:	Volltext
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