Object detection in high resolution images based on multiscale and block processing

In the paper the algorithm for object detection in high resolution images is proposed. The approach uses multiscale image representation followed by block processing with the overlapping value. For each block the object detection with convolutional neural network was performed. Number of pyramid lay...

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Bibliographic Details
Main Authors: R. P. Bohush, I. Yu. Zakharava, S. V. Ablameyko
Format: Article
Language:Russian
Published: The United Institute of Informatics Problems of the National Academy of Sciences of Belarus 2020-06-01
Series:Informatika
Subjects:
Online Access:https://inf.grid.by/jour/article/view/1056