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Feature Map Augmentation to Improve Scale Invariance in Convolutional Neural Networks Cover

Feature Map Augmentation to Improve Scale Invariance in Convolutional Neural Networks

Journal of Artificial Intelligence and Soft Computing Research
Volume 13 (2023): Issue 1 (January 2023)
By: Dinesh Kumar and  Dharmendra Sharma  
Open Access
|Nov 2022

Authors

Dinesh Kumar

dinesh.i.kumar@usp.ac.fj

School of Technology, Engineering, Mathematics and Physics, University of the South Pacific, Suva, Fiji

Dharmendra Sharma

Faculty of Science and Technology, University of Canberra, Canberra, Australia
DOI: https://doi.org/10.2478/jaiscr-2023-0004
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Language: English
Page range: 51 - 74
Submitted on: Feb 21, 2022
Accepted on: Oct 19, 2022
Published on: Nov 28, 2022
Published by: SAN University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Convolutional Neural Network,
Feature Map Augmentation,
Global Features,
Scale-Invariant,
Vision System
Related subjects:
Computer sciences,
Databases and data mining,
Artificial intelligence

© 2022 Dinesh Kumar, Dharmendra Sharma, published by SAN University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

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