DATA AUGMENTATION APPROACHES FOR SATELLITE IMAGE SUPER-RESOLUTION

14 citations as recorded by crossref.

1. Features of neural network application in recognizing anthropogenic objects with variable contours A. Saidov & D. Zhukov https://doi.org/10.30533/GiA-2025-030
2. A Comparative Study of Deep Learning Frameworks Applied to Coffee Plant Detection from Close-Range UAS-RGB Imagery in Costa Rica S. Arriola-Valverde et al. https://doi.org/10.3390/rs16244617
3. Deep learning for single-image super-resolution in remote sensing: a review S. Yang et al. https://doi.org/10.1080/01431161.2025.2600100
4. MBAHIL: Design of a Multimodal Hybrid Bioinspired Model for Augmentation of Hyperspectral Imagery via Iterative Learning for Continuous Efficiency Enhancements D. Saini et al. https://doi.org/10.1109/ACCESS.2023.3273529
5. Spatial Super Resolution of Real-World Aerial Images for Image-Based Plant Phenotyping M. Aslahishahri et al. https://doi.org/10.3390/rs13122308
6. Application of a generative adversarial network for multi-featured fermentation data synthesis and artificial neural network (ANN) modeling of bitter gourd–grape beverage production S. Gbashi et al. https://doi.org/10.1038/s41598-023-38322-3
7. PlanetScope Radiometric Normalization and Sentinel-2 Super-Resolution (2.5 m): A Straightforward Spectral-Spatial Fusion of Multi-Satellite Multi-Sensor Images Using Residual Convolutional Neural Networks N. Latte & P. Lejeune https://doi.org/10.3390/rs12152366
8. Application and development of infrared technology in gas detection X. Wang et al. https://doi.org/10.1063/5.0255190
9. Super-Resolution of Sentinel-2 Images Using a Spectral Attention Mechanism M. Zabalza & A. Bernardini https://doi.org/10.3390/rs14122890
10. People Detection Using Artificial Intelligence with Panchromatic Satellite Images P. Golej et al. https://doi.org/10.3390/app14188555
11. Nighttime Ground Radar-Like Rainfall Estimation Using Virtual Visible and Near-Infrared and Real Infrared Bands of Advanced Meteorological Imager Y. Kim et al. https://doi.org/10.1109/TGRS.2025.3559686
12. A review on remote sensing imagery augmentation using deep learning V. Lalitha & B. Latha https://doi.org/10.1016/j.matpr.2022.03.341
13. A Deep Learning Model for Wafer Defect Map Classification: Perspective on Classification Performance and Computational Volume M. Kim et al. https://doi.org/10.1002/pssb.202300113
14. PatchMask: A Data Augmentation Strategy with Gaussian Noise in Hyperspectral Images H. Dou et al. https://doi.org/10.3390/rs14246308