Title
Multiple attentional pyramid networks for Chinese herbal recognition
Abstract
•A new Chinese-Herbs dataset is constructed, supporting the research of Chinese herbal recognition and machine learning.•A new Attentional Pyramid Networks is proposed, where competitive attention and spatial collaborative attention are proposed.•The proposed CA selectively emphasizes the features of different level whereas SCA quantifies the importance of each region.•A framework with APN for Chinese herbal recognition is proposed. Experiment results verify the effectiveness of our methods.
Year
DOI
Venue
2021
10.1016/j.patcog.2020.107558
Pattern Recognition
Keywords
DocType
Volume
Pyramid networks,Attention mechanism,Multi-scale features,Chinese herbal recognition,Chinese herbs image datasets
Journal
110
Issue
ISSN
Citations 
1
0031-3203
0
PageRank 
References 
Authors
0.34
0
7
Name
Order
Citations
PageRank
Xu Yingxue100.34
Guihua Wen2168.69
Yang Hu33817.61
Luo Mingnan400.34
Dai Dan500.34
Zhuang Yishan600.34
Hall Wendy700.68