A novel deep learning‐based single shot multibox detector model for object detection in optical remote sensing images

Author:

Wang Liguo1,Shoulin Yin2,Alyami Hashem3,Laghari Asif Ali4ORCID,Rashid Mamoon5,Almotiri Jasem3,Alyamani Hasan J.6,Alturise Fahad7

Affiliation:

1. College of Information and Communications Engineering Dalian Minzu University Dalian China

2. College of Information and Communication Engineering Harbin Engineering University Harbin China

3. Department of Computer Science, College of Computers and Information Technology Taif University Taif Saudi Arabia

4. Department of Computer Science Sindh Madressatul Islam University Karachi Pakistan

5. Department of Computer Engineering, Faculty of Science and Technology Vishwakarma University Pune India

6. Department of Information Systems, Faculty of Computing and Information Technology in Rabigh King Abdulaziz University Jeddah Saudi Arabia

7. Department of Computer Science, College of Science and Arts in Ar Rass Qassim University Buraidah Saudi Arabia

Funder

Taif University

National Natural Science Foundation of China

Publisher

Wiley

Subject

General Earth and Planetary Sciences

Reference43 articles.

1. Feature‐fused SSD: fast detection for small objects;Cao G.;Ninth International Conference on Graphic and Image Processing (ICGIP 2017),2018

2. Dual path networks;Chen Y.;Advances in neural information processing systems,2017

3. End-to-End Airplane Detection Using Transfer Learning in Remote Sensing Images

4. Object Detection in High Resolution Remote Sensing Imagery Based on Convolutional Neural Networks With Suitable Object Scale Features

5. Deep Learning in Image Classification using Residual Network (ResNet) Variants for Detection of Colorectal Cancer

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