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Hot Anchors: A Heuristic Anchors Sampling Method in RCNN-Based Object Detection

In the image object detection task, a huge number of candidate boxes are generated to match with a relatively very small amount of ground-truth boxes, and through this method the learning samples can be created. But in fact the vast majority of the candidate boxes do not contain valid object instanc...

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Detalles Bibliográficos
Autores principales: Zhang, Jinpeng, Zhang, Jinming, Yu, Shan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210007/
https://www.ncbi.nlm.nih.gov/pubmed/30314385
http://dx.doi.org/10.3390/s18103415