Original Research
Accepted on 13 Nov 2025
Efficient Remote Sensing Image Super-Resolution with Residual-Enhanced Wavelet and Key-Value Adaptation
in Image Analysis and Classification
Frontiers in Remote Sensing
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62 articles
Original Research
Published on 11 Nov 2025
Coffee extraction from remote sensing imagery based on multiple features: a case study of Pu’er City, China
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1696570
- 846 views
Original Research
Accepted on 07 Nov 2025
3D Colored Point Cloud Classification of a Deep-Sea Cold-Water Coral and Sponge Habitat Using Geometric Features and Machine Learning Algorithms
in Image Analysis and Classification
Frontiers in Remote Sensing
- 149 views
Original Research
Accepted on 06 Nov 2025
Enhancing Land Cover Classification in Heterogeneous Landscape by Integrating Auxiliary Data with Sentinel-2 Imagery Using Random Forest Algorithm
in Image Analysis and Classification
Frontiers in Remote Sensing
- 148 views
Original Research
Accepted on 28 Oct 2025
Detection potential of floating matter in high-resolution X-band SAR data: initial results with visual interpretations Floating matter detectability in high-resolution X-band SAR imagery: Initial results with visual interpretations
in Image Analysis and Classification
Frontiers in Remote Sensing
- 305 views
Original Research
Accepted on 20 Oct 2025
A Privacy Preserving Onboard Satellite Image Classification Technique Incorporating Homomorphic Encryption and Transfer Learning
in Image Analysis and Classification
Frontiers in Remote Sensing
- 384 views
Original Research
Accepted on 08 Oct 2025
ResFormer: An Efficient Transformer Framework for Scalable Semantic Segmentation of Remote Sensing Images
in Image Analysis and Classification
Frontiers in Remote Sensing
- 236 views
Original Research
Published on 03 Oct 2025
Operationalizing remote sensing methods for smallholder dry season irrigation detection in sub-Saharan Africa
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1661528
- 916 views
Original Research
Published on 02 Oct 2025
AU-super: superpixel scale optimization and training data augmentation strategy for hyperspectral image classification
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1685140
- 917 views
Original Research
Published on 02 Oct 2025
Multi‐Scale graph wavelet convolutional network for hyperspectral image classification
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1637820
- 957 views
Original Research
Published on 26 Sep 2025
Sentinel-2 forest typology mapping in Central Africa: assessing deep learning and image preprocessing effects
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1682132
- 1,067 views
Original Research
Published on 26 Sep 2025
HPLNet: a hierarchical perception lightweight network for road extraction
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1668978
- 874 views
Original Research
Published on 17 Sep 2025
CARP: cloud-adaptive robust prompting of vision-language models for ship classification under cloud occlusion
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1662024
- 1,157 views
Original Research
Published on 10 Sep 2025
A deep-learning framework to detect green tide from MODIS images
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1578841
- 989 views
Methods
Published on 01 Sep 2025
Combination of neural network models for estimating Chlorophyll-a over turbid and clear waters (CONNECT)
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1570827
- 1,468 views
Original Research
Published on 22 Jul 2025
Efficient vision transformers with edge enhancement for robust small target detection in drone-based remote sensing
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1599099
- 1,803 views