MRCNNAM: Mask Region Convolutional Neural Network Model Based On Attention Mechanism And Gabor Feature For Pedestrian Detection

MRCNNAM: Mask Region Convolutional Neural Network Model Based On Attention Mechanism And Gabor Feature For Pedestrian Detection

A pedestrian detection algorithm based on the improved Mask RCNN framework and Gabor feature is proposed to solve the problem of poor pedestrian detection effect in complex scenes. Firstly, k-means algorithm is adopted to cluster the target box of pedestrian data set to obtain an appropriate aspect...

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Bibliographic Details
Main Author: Ye Wang
Format: Article
Language:English
Published: Tamkang University Press 2023-04-01
Series:Journal of Applied Science and Engineering
Subjects:
pedestrian detection
mask rcnn
attention mechanism
gabor feature
Online Access:http://jase.tku.edu.tw/articles/jase-202311-26-11-0005

Internet

http://jase.tku.edu.tw/articles/jase-202311-26-11-0005

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