Remote Sensing Image Processing
A section of Remote Sensing (ISSN 2072-4292).
Section Information
Recent developments in Earth observation technology have significantly diversified remote sensing images. Large-scale remote sensing images, characterized by their extensive volume and coverage of geographic areas, are increasingly accessible. Therefore, how to automatically, accurately, and efficiently process remote sensing images has been a primary research focus in the remote sensing community.
For decades, this field has attracted considerable attention and witnessed remarkable advancements. However, various challenges still remain, spurring continuous efforts and contributions to enhance, analyze, and understand remote sensing images via advanced image processing techniques.
Submissions addressing theories and applications of remote sensing image processing are welcome in this section. Manuscripts not focused on remote sensing imagery will not be accepted for review. Potential topics include but are not limited to:
- Image enhancement and restoration;
- Remote sensing image classification and segmentation;
- Optical/Hyperspectral/Multispectral/Infrared/Radar/Sonar image analysis;
- Remote sensing object-based image understanding;
- Object/change/anomaly detection;
- Geospatial image fusion;
- Multi-modal/multi-sensor/multi-temporal data fusion;
- Machine learning for remote sensing image processing;
- Image augmentation techniques;
- Image registration, stitching and georeferencing;
- Remote sensing image compression.
Editorial Board
Topical Advisory Panel
Special Issues
Following special issues within this section are currently open for submissions:
- Advanced Artificial Intelligence Algorithm for the Analysis of Remote Sensing Images (Third Edition) (Deadline: 20 September 2024)
- Semantic Segmentation of High-Resolution Remote Sensing Images with Advanced Deep Learning Techniques (Deadline: 30 September 2024)
- Antarctic Remote Sensing Applications (Second Edition) (Deadline: 30 September 2024)
- Advanced Techniques for Water-Related Remote Sensing (Deadline: 30 September 2024)
- Computational Imaging Approaches, Challenges and Opportunities in Earth Observation (Deadline: 30 September 2024)
- Image Enhancement and Fusion Techniques in Remote Sensing (Deadline: 30 September 2024)
- Image Processing from Aerial and Satellite Imagery (Deadline: 30 September 2024)
- Deep Learning for Multimodal Remote Sensing Image Registration (Deadline: 30 September 2024)
- Advances and Innovative Applications in Multi-temporal InSAR Technology (Deadline: 15 October 2024)
- Target Recognition and Change Detection for High-Resolution Remote Sensing Images (Deadline: 15 October 2024)
- Applications and New Trends in Metrology for Radar/LiDAR-Based Systems II (Deadline: 15 October 2024)
- Advances in Radar Systems for Target Detection and Tracking (Second Edition) (Deadline: 15 October 2024)
- Building Extraction from Remote Sensing Images (Deadline: 15 October 2024)
- New Approaches in High-Resolution SAR Imaging (Deadline: 15 October 2024)
- Deep Learning for Remote Sensing Image Enhancement (Deadline: 31 October 2024)
- 3D Information Recovery and 2D Image Processing for Remotely Sensed Optical Images II (Deadline: 31 October 2024)
- Target Recognition and Detection Based on High Resolution Radar Images (Deadline: 31 October 2024)
- Advanced HRWS Spaceborne SAR: System Design and Signal Processing (Deadline: 31 October 2024)
- Copernicus Sentinels Missions Calibration, Validation, FRM and Innovation Approaches in Satellite-Data Quality Assessment (Deadline: 31 October 2024)
- SAR in Big Data Era III (Deadline: 31 October 2024)
- Advanced Pattern Recognition and Image Processing Technology for Agricultural Engineering (Deadline: 31 October 2024)
- Deep Learning for the Analysis of Multi-/Hyperspectral Images II (Deadline: 31 October 2024)
- Intelligent Processing and Analysis of Multi-modal Remote Sensing Data (Deadline: 31 October 2024)
- Objective Mapping of Terrestrial and Planetary Surface Features: Remote Sensing in Geosciences (Deadline: 15 November 2024)
- Data Fusion Methods and AI Technologies for Resilient PNT in Challenging Observation Areas (Deadline: 25 November 2024)
- Pattern Recognition and Image Processing for Remote Sensing (3rd Edition) (Deadline: 28 November 2024)
- Advances in Synthetic Aperture Radar (SAR) Signal and Image Processing (Deadline: 29 November 2024)
- Advances in Methods and Techniques for Satellite Image Processing and Analysis (Deadline: 30 November 2024)
- Artificial Intelligence (AI)-Assisted Synthetic Aperture Radar (SAR) Data Processing and Application (Deadline: 30 November 2024)
- Hyperspectral Imaging and LiDAR Scanning Technology Development and Applications (Deadline: 30 November 2024)
- Imagery Classification and Feature Extraction Based on Hyperspectral Remote Sensing (Deadline: 30 November 2024)
- New Image Processing Theories and Methods in Hyperspectral Remote Sensing (Deadline: 30 November 2024)
- SAR Images Processing and Analysis (2nd Edition) (Deadline: 30 November 2024)
- Deep Transfer Learning for Remote Sensing II (Deadline: 30 November 2024)
- Remote Sensing of the Dead Sea Region (Deadline: 1 December 2024)
- Machine Learning at the Edge and Optical Image Analysis and Classification in Remote Sensing (Deadline: 15 December 2024)
- Advanced Spaceborne SAR Processing Techniques for Target Detection (Deadline: 15 December 2024)
- Application of Remote Sensing in Coastline Monitoring (Deadline: 16 December 2024)
- Novel Applications of UAV Imagery for Forest Science (Deadline: 16 December 2024)
- Electromagnetic Scattering and SAR Imaging from Target and Complex Marine/Ground Environment: Method and Applications (Deadline: 20 December 2024)
- Land Use Change Assessment Using Remote Sensing Technology (Deadline: 20 December 2024)
- Advances in Remote Sensing, Radar Techniques, and Their Applications (Deadline: 20 December 2024)
- Spaceborne High-Resolution SAR Imaging (Second Edition) (Deadline: 30 December 2024)
- Advances in Remote Sensing Video Data Processing: Theories, Technologies and Applications (Deadline: 30 December 2024)
- Image Processing and Analysis: Trends in Registration, Data Fusion, 3D Reconstruction, and Change Detection (Third Edition) (Deadline: 30 December 2024)
- Advances in Detection-Oriented Multi-sensor Fusion beyond the Visible Spectrum (Deadline: 31 December 2024)
- Hyperspectral Image Processing: Anomaly Detection and Classification (Deadline: 31 December 2024)
- New Advances in Hyperspectral–Multispectral Image Classification and Fusion Applications (Second Edition) (Deadline: 31 December 2024)
- Advances in Synthetic Aperture Radar (SAR) Data Processing and Applications (Deadline: 31 December 2024)
- Multi-Modal and Multi-Task Learning in Photogrammetry and Remote Sensing (Deadline: 31 December 2024)
- Object Detection and Information Extraction Based on Remote Sensing Imagery (Second Edition) (Deadline: 31 December 2024)
- Synthetic Aperture Radar Interferometry Symposium 2024 (Deadline: 31 December 2024)
- Advanced Techniques in Remote Sensing for Object Detection: From Few-Shot Learning to Open Vocabulary Applications (Deadline: 31 December 2024)
- New Perspectives on 3D Point Cloud (Third Edition) (Deadline: 31 December 2024)
- Remote Sensing Image Classification and Semantic Segmentation (Second Edition) (Deadline: 31 December 2024)
- Machine Vision and Advanced Image Processing in Remote Sensing (Third Edition) (Deadline: 31 December 2024)
- Land Use/Cover Mapping and Trend Analysis Using Google Earth Engine (Deadline: 31 December 2024)
- Sub-pixel Mapping, Spatio-Temporal Fusion of Multi-spectral and Hyperspectral Remote Sensing Data (Deadline: 31 December 2024)
- Pattern Recognition in Remote Sensing II (Deadline: 15 January 2025)
- Advancements in AI-Based Remote Sensing Object Detection (Deadline: 15 January 2025)
- Advanced Artificial Intelligence and Deep Learning for Remote Sensing II (Deadline: 15 January 2025)
- Automatic Segmentation, Reconstruction, and Modelling from Laser Scanning Data (Deadline: 15 January 2025)
- Uncertainty in Remote Sensing Image Analysis (Second Edition) (Deadline: 15 January 2025)
- Combination of LiDAR and UAS Data for Geological and Environmental Applications (Deadline: 15 January 2025)
- Deep Neural Networks for Hyperspectral Remote Sensing Image Processing (Deadline: 15 January 2025)
- Hyperspectral Sensors for Soil Parameters and Crop Parameters Retrieval (Deadline: 15 January 2025)
- Advances in Deep Learning Approaches in Remote Sensing (Deadline: 20 January 2025)
- Change Detection and Classification with Hyperspectral Imaging (Deadline: 30 January 2025)
- Recent Progress in Remote Sensing of Land Cover Change (Deadline: 30 January 2025)
- Synthetic Aperture Radar (SAR) Remote Sensing for Civil and Environmental Applications (Deadline: 31 January 2025)
- Image Fusion and Object Detection Using Multi-modal Remote Sensing Data (Deadline: 31 January 2025)
- Advances and Challenges on Multisource Remote Sensing Image Fusion: Datasets, New Technologies, and Applications (Second Edition) (Deadline: 31 January 2025)
- Advances in Deep Fusion of Multi-Source Remote Sensing Images (Deadline: 15 February 2025)
- Remote Sensing Cross-Modal Research: Algorithms and Practices (Deadline: 15 February 2025)
- Application of Remote Sensing Images for Monitoring Crops (Deadline: 17 February 2025)
- Trends and Prospects in Hyperspectral Remote Sensing Images Processing and Analysis (Deadline: 26 February 2025)
- Recent Advances in Multispectral and Hyperspectral Image Analysis and Classification (Deadline: 28 February 2025)
- Remote Sensing Image Thorough Analysis by Advanced Machine Learning (Deadline: 28 February 2025)
- Recent Advances in Infrared Target Detection (Deadline: 15 March 2025)
- Target Detection with Fully-Polarized Radar (Deadline: 15 March 2025)
- Recent Advantages in Monitoring Inland Water Using Various Sources of Remote Sensing Imagery from Space (Deadline: 30 April 2025)
- Recent Advances in Deep Learning-Based High-Resolution Image Processing and Analysis (Deadline: 30 April 2025)
- Emerging Technologies in Hyperspectral Image 3A - Acquisition, Analysis and Application (Deadline: 30 June 2025)
- Advances in Hyperspectral Remote Sensing Image Processing: 2nd Edition (Deadline: 31 August 2025)
