Original Research
Accepted on 30 Jan 2026
NL-YOLOv5: A model with a larger receptive field and the ability to globally acquire features
in Image Analysis and Classification
Frontiers in Remote Sensing
- 148 views
Type at least 3 characters
64 articles
articles
Original Research
Published on 30 Jan 2026
Research on automatic mosaicking and synthesis processing technology for multi-source remote sensing images
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1731775
- 619 views
Original Research
Published on 14 Jan 2026
Geological mapping of copper deposits in the democratic republic of Congo through remote sensing data and machine learning
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1678991
- 1,485 views
Original Research
Published on 13 Jan 2026
Efficient remote sensing image super-resolution with residual-enhanced wavelet and key-value adaptation
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1718058
- 1,053 views
Original Research
Published on 09 Jan 2026
Enhancing land cover classification in the heterogeneous landscape by integrating auxiliary data with Sentinel-2 imagery using the random forest algorithm
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1697897
- 1,487 views
- 1 citation
Original Research
Published on 16 Dec 2025
Detection potential of floating matter in high-resolution X-band SAR data: initial results with visual interpretations
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1693286
- 1,693 views
Original Research
Published on 10 Dec 2025
A privacy-preserving, on-board satellite image classification technique incorporating homomorphic encryption and transfer learning
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1678882
- 1,231 views
Original Research
Published on 01 Dec 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
doi 10.3389/frsen.2025.1680353
- 1,226 views
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
- 1,786 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
- 1,371 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
- 1,703 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
- 1,810 views
- 2 citations
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
- 1,830 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
- 1,389 views
- 1 citation
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
- 1,754 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
- 1,419 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
- 2,262 views
- 3 citations
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
- 2,854 views
- 1 citation
Original Research
Published on 02 Jul 2025
Comparing supervised classification algorithm–feature combinations for Spartina alterniflora extraction: a case study in Zhanjiang, China
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1606549
- 1,844 views
- 2 citations
Original Research
Published on 25 Jun 2025
RCTNet: Residual conv-attention transformer network for corn hyperspectral image classification
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1583560
- 1,440 views
Original Research
Published on 06 Jun 2025
Resiliency of land change monitoring efforts to input data resampling
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1570580
- 2,173 views
Original Research
Published on 29 May 2025
Multiscale topology of the spectroscopic mixing space: crystalline substrates
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1551139
- 1,150 views
- 1 citation
Original Research
Published on 26 May 2025
Deep learning outperforms existing algorithms in glacier surface velocity estimation with high-resolution data – the example of Austerdalsbreen, Norway
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1586933
- 4,896 views
- 2 citations
Original Research
Published on 16 May 2025
Effectiveness evaluation of combining SAR and multiple optical data on land cover mapping of a fragmented landscape in a cloud computing platform
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2025.1535418
- 3,472 views