Place and Object Recognition by CNN-Based COSFIRE Filters

Place and Object Recognition by CNN-Based COSFIRE Filters

COSFIRE filters are an effective means for detecting and localizing visual patterns. In contrast to a convolutional neural network (CNN), such a filter can be configured by presenting a single training example and it can be applied on images of any size. The main limitation of COSFIRE filters so far...

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Bibliographic Details
Main Authors: Manuel Lopez-Antequera, Maria Leyva Vallina, Nicola Strisciuglio, Nicolai Petkov
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
COSFIRE filter
CNN
object recognition
place recognition
Online Access:https://ieeexplore.ieee.org/document/8719902/

Internet

https://ieeexplore.ieee.org/document/8719902/

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