4.7 Article

Multi-Scale Fused SAR Image Registration Based on Deep Forest

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Video SAR Imaging Based on Low-Rank Tensor Recovery

Wei Pu et al.

Summary: In this article, the authors study the low-rank tensor recovery problem of video synthetic aperture radar (SAR) imaging, which reduces the data amount by exploiting the redundancy property of multi-frame video SAR data, achieving similar or better imaging performance. The proposed method compares favorably with several state-of-the-art video SAR imaging algorithms in terms of data sample requirements and imaging quality.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2021)

Article Environmental Sciences

Uncertainty Estimation for Deep Learning-Based Segmentation of Roads in Synthetic Aperture Radar Imagery

Jarrod Haas et al.

Summary: This study examines the application of DL models in the SAR field, compares the effectiveness of different uncertainty estimation methods, and demonstrates the effectiveness of certain methods under specific circumstances through experiments. The approach of including predictions with lower softmax scores in the road prediction set to improve prediction quality is proposed, providing guidance for the development of deep learning systems in remote sensing.

REMOTE SENSING (2021)

Article Automation & Control Systems

End-to-End Ensemble Learning by Exploiting the Correlation Between Individuals and Weights

Shasha Mao et al.

Summary: In this paper, a new ensemble method that achieves a tradeoff between diversity and accuracy by exploiting the correlation between individual classifiers and their weights is introduced. The proposed method outperforms existing ensemble methods in terms of classification performance.

IEEE TRANSACTIONS ON CYBERNETICS (2021)

Article Computer Science, Artificial Intelligence

Deep SAR Imaging and Motion Compensation

Wei Pu

Summary: In this study, a deep SAR imaging algorithm is proposed to optimize the redundancy of backscattering coefficient using an auto-encoder structure, while a deep SAR motion compensation algorithm is introduced to eliminate the effect of motion errors on imaging results. The effectiveness of the proposed algorithms is verified on both simulated and real SAR data.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2021)

Review Computer Science, Information Systems

A survey on ensemble learning

Xibin Dong et al.

FRONTIERS OF COMPUTER SCIENCE (2020)

Article Geochemistry & Geophysics

A Modified Cartesian Factorized Back-Projection Algorithm for Highly Squint Spotlight Synthetic Aperture Radar Imaging

Yin Luo et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2019)

Article Environmental Sciences

Deep Transfer Learning for Few-Shot SAR Image Classification

Mohammad Rostami et al.

REMOTE SENSING (2019)

Article Environmental Sciences

Oil Spill Identification from Satellite Images Using Deep Neural Networks

Marios Krestenitis et al.

REMOTE SENSING (2019)

Article Computer Science, Artificial Intelligence

Maximizing diversity by transformed ensemble learning

Shasha Mao et al.

APPLIED SOFT COMPUTING (2019)

Article Engineering, Electrical & Electronic

Registration of Multimodal Remote Sensing Image Based on Deep Fully Convolutional Neural Network

Han Zhang et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

Guided Locality Preserving Feature Matching for Remote Sensing Image Registration

Jiayi Ma et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geography, Physical

A deep learning framework for remote sensing image registration

Shuang Wang et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Computer Science, Artificial Intelligence

Modular representation of layered neural networks

Chihiro Watanabe et al.

NEURAL NETWORKS (2018)

Article Computer Science, Information Systems

Multi-Temporal Remote Sensing Image Registration Using Deep Convolutional Features

Zhuoqian Yang et al.

IEEE ACCESS (2018)

Article Geochemistry & Geophysics

Remote Sensing Image Registration With Modified SIFT and Enhanced Feature Matching

Wenping Ma et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2017)

Article Geochemistry & Geophysics

A 2-D Space-Variant Motion Estimation and Compensation Method for Ultrahigh-Resolution Airborne Stepped-Frequency SAR With Long Integration Time

Jianlai Chen et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Environmental Sciences

Remote Sensing Image Registration Using Multiple Image Features

Kun Yang et al.

REMOTE SENSING (2017)

Article Geochemistry & Geophysics

A Modified CFAR Algorithm Based on Object Proposals for Ship Target Detection in SAR Images

Hui Dai et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2016)

Article Geochemistry & Geophysics

Unsupervised SAR Image Change Detection Based on SIFT Keypoints and Region Information

Yan Wang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2016)

Article Geochemistry & Geophysics

Fast and Accurate Target Detection Based on Multiscale Saliency and Active Contour Model for High-Resolution SAR Images

Song Tu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)

Article Geochemistry & Geophysics

Medium-Earth-Orbit SAR Focusing Using Range Doppler Algorithm With Integrated Two-Step Azimuth Perturbation

Lijia Huang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2015)

Article Geochemistry & Geophysics

SAR-SIFT: A SIFT-Like Algorithm for SAR Images

Flora Dellinger et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Engineering, Electrical & Electronic

An Area-Based Image Fusion Scheme for the Integration of SAR and Optical Satellite Imagery

Younggi Byun et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2013)

Review Geography, Physical

A review of EO image information mining

Marco Quartulli et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2013)

Article Engineering, Electrical & Electronic

A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images

Lorenzo Bruzzone et al.

PROCEEDINGS OF THE IEEE (2013)

Article Geochemistry & Geophysics

A Fast Offset Estimation Approach for InSAR Image Subpixel Registration

Dong Li et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2012)

Article Geochemistry & Geophysics

BFSIFT: A Novel Method to Find Feature Matches for SAR Image Registration

Shanhu Wang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2012)

Article Environmental Sciences

Random Forest classification of Mediterranean land cover using multi-seasonal imagery and multi-seasonal texture

V. F. Rodriguez-Galiano et al.

REMOTE SENSING OF ENVIRONMENT (2012)

Article Geochemistry & Geophysics

High-Resolution Optical and SAR Image Fusion for Building Database Updating

Vincent Poulain et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2011)

Article Remote Sensing

Applicability of the SIFT operator to geometric SAR image registration

P. Schwind et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2010)

Article Geochemistry & Geophysics

Measures for an Objective Evaluation of the Geometric Correction Process Quality

Hernani Goncalves et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2009)

Article Geochemistry & Geophysics

Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion

Gabriele Moser et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2009)

Article Geochemistry & Geophysics

Performance of mutual information similarity measure for registration of multitemporal remote sensing images

HM Chen et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)