End-to-End Ship Detection in SAR Images for Complex Scenes Based on Deep CNNs

End-to-End Ship Detection in SAR Images for Complex Scenes Based on Deep CNNs

Ship detection on synthetic aperture radar (SAR) imagery has many valuable applications for both civil and military fields and has received extraordinary attention in recent years. The traditional detection methods are insensitive to multiscale ships and usually time-consuming, results in low detect...

Full description

Bibliographic Details
Main Authors:	Yao Chen, Tao Duan, Changyuan Wang, Yuanyuan Zhang, Mo Huang
Format:	Article
Language:	English
Published:	Hindawi Limited 2021-01-01
Series:	Journal of Sensors
Online Access:	http://dx.doi.org/10.1155/2021/8893182

Similar Items

Object detectors emerge in Deep Scene CNNs
by: Zhou, Bolei, et al.
Published: (2015)

A Hybrid End-to-End Approach Integrating Conditional Random Fields into CNNs for Prostate Cancer Detection on MRI
by: Paulo Lapa, et al.
Published: (2020-01-01)

License Plate Detection with Shallow and Deep CNNs in Complex Environments
by: Li Zou, et al.
Published: (2018-01-01)

Moving Object Detection With Deep CNNs
by: Haidi Zhu, et al.
Published: (2020-01-01)

A Densely Connected End-to-End Neural Network for Multiscale and Multiscene SAR Ship Detection
by: Jiao Jiao, et al.
Published: (2018-01-01)

FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition
by: Hongje Seong, et al.
Published: (2020-01-01)

Ensemble Framework of Deep CNNs for Diabetic Retinopathy Detection
by: Gao Jinfeng, et al.
Published: (2020-01-01)

Chinese Medical Question Answer Matching Using End-to-End Character-Level Multi-Scale CNNs
by: Sheng Zhang, et al.
Published: (2017-07-01)

A SAR Dataset of Ship Detection for Deep Learning under Complex Backgrounds
by: Yuanyuan Wang, et al.
Published: (2019-03-01)

An End-to-end Transient Recognition Method for VSC-HVDC Based on Deep Belief Network
by: Guomin Luo, et al.
Published: (2020-01-01)

End-to-End Optimization of Scene Layout
by: Luo, Andrew, et al.
Published: (2021)

Detecting web attacks with end-to-end deep learning
by: Yao Pan, et al.
Published: (2019-08-01)

Crack Detection in Images of Masonry Using CNNs
by: Mitchell J. Hallee, et al.
Published: (2021-07-01)

Image orientation detection by ensembles of Stochastic CNNs
by: Alessandra Lumini, et al.
Published: (2021-12-01)

Label Relation Based Scene Classification Using CNNs and LSTM
by: Po-Jen Chen, et al.
Published: (2016)

Deep CNNs with Robust LBP Guiding Pooling for Face Recognition
by: Zhongjian Ma, et al.
Published: (2018-11-01)

End-To-End Text Detection Using Deep Learning
by: Ibrahim, Ahmed Sobhy Elnady
Published: (2017)

SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy
by: Emanuele Dalsasso, et al.
Published: (2020-08-01)

Deep CNNs With Self-Attention for Speaker Identification
by: Nguyen Nang An, et al.
Published: (2019-01-01)

End-to-End Image Steganography Using Deep Convolutional Autoencoders
by: Nandhini Subramanian, et al.
Published: (2021-01-01)

Ensemble Learners of Multiple Deep CNNs for Pulmonary Nodules Classification Using CT Images
by: Baihua Zhang, et al.
Published: (2019-01-01)

Transferring Pre-Trained Deep CNNs for Remote Scene Classification with General Features Learned from Linear PCA Network
by: Jie Wang, et al.
Published: (2017-03-01)

End-to-End Sentence-Level Multi-View Lipreading Architecture with Spatial Attention Module Integrated Multiple CNNs and Cascaded Local Self-Attention-CTC
by: Jeon, S., et al.
Published: (2022)

Acceleration of Ship Detection for SAR Image By Deep Learning Based on Distributed Computing
by: MA,YU-FENG, et al.
Published: (2019)

High spatial resolution imagery scene classification based on semi-supervised CNNs
by: YANG Qiulian, et al.
Published: (2021-07-01)

Cursive-Text: A Comprehensive Dataset for End-to-End Urdu Text Recognition in Natural Scene Images
by: Asghar Ali Chandio, et al.
Published: (2020-08-01)

Ship Classification in High-Resolution SAR Images Using Deep Learning of Small Datasets
by: Yuanyuan Wang, et al.
Published: (2018-09-01)

End-to-End Road Lane Detection and Estimation using Deep Learning
by: Vigren, Malcolm, et al.
Published: (2019)

Ship Detection Based on Deep Learning for SAR Imagery
by: Chih Yu Hsiao, et al.
Published: (2018)

End-to-End Deep Image Reconstruction From Human Brain Activity
by: Guohua Shen, et al.
Published: (2019-04-01)

Single Image Dehazing Using End-to-End Deep-Dehaze Network
by: Masud An-Nur Islam Fahim, et al.
Published: (2021-03-01)

Detecting and Ranking Causal Anomalies in End-to-End Complex System
by: Chang, Ching, et al.
Published: (2018)

Application of End-to-End Speech Recognition and Object Detection Based on Deep Learning in Dual Arms Robot
by: Ssu-Yao Huang, et al.
Published: (2019)

Automatic Target Recognition for Low Resolution Foliage Penetrating SAR Images Using CNNs and GANs
by: David Vint, et al.
Published: (2021-02-01)

Self-Matching CAM: A Novel Accurate Visual Explanation of CNNs for SAR Image Interpretation
by: Zhenpeng Feng, et al.
Published: (2021-05-01)

End-To-End Deep Learning Framework for Coronavirus (COVID-19) Detection and Monitoring
by: Nora El-Rashidy, et al.
Published: (2020-09-01)

MPNET: An End-to-End Deep Neural Network for Object Detection in Surveillance Video
by: Hanyu Wang, et al.
Published: (2018-01-01)

Enhanced Feature Extraction for Ship Detection from Multi-Resolution and Multi-Scene Synthetic Aperture Radar (SAR) Images
by: Fei Gao, et al.
Published: (2019-11-01)

Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks
by: Hui Fan, et al.
Published: (2019-03-01)

An End-to-End Deep Learning Image Compression Framework Based on Semantic Analysis
by: Cheng Wang, et al.
Published: (2019-09-01)