专题：Remote-Sensing Image Classification

This cluster of papers focuses on the advances in hyperspectral image analysis, remote sensing, and classification. It covers topics such as deep learning, change detection, spectral unmixing, feature extraction, and object-based analysis for remote sensing applications.
最新文献
CD-Lamba: Boosting Remote Sensing Change Detection via a Cross-Temporal Locally Adaptive State Space Model

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An empirical analysis of deep learning methods for small object detection from satellite imagery

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Remote sensing image change detection method based on difference-guided attention and edge-aware mechanism

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SCAFNet: A Semantic Compensated Adaptive Fusion Network for Remote Sensing Images Change Detection

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CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation

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Non-destructive prediction and visualisation of multiple loquat quality indicators using hyperspectral imaging and machine learning

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Reducing semantic ambiguity in open-vocabulary remote sensing image segmentation via knowledge graph-enhanced class representations

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SDWS-YOLO: A Lightweight Small Object Detection Model for Aerial Remote Sensing Images

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Infrared and Visible Image Fusion with Language-Driven Loss in CLIP Embedding Space

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Precision agricultural techniques for coconut disease segmentation using enhanced remote sensing images

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近5年高被引文献
Advanced Modelling of Soil Organic Carbon Content in Coal Mining Areas Using Integrated Spectral Analysis: A Dengcao Coal Mine Case Study

article Full Text OpenAlex 958 FWCI611.31107151

Infrared and Visible Image Fusion via Decoupling Network

article Full Text OpenAlex 953 FWCI130.90243081

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery

article Full Text OpenAlex 944 FWCI114.63120787

Dynamic World, Near real-time global 10 m land use land cover mapping

article Full Text OpenAlex 832 FWCI175.1412246

Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection

article Full Text OpenAlex 789 FWCI215.45309259

CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion

article Full Text OpenAlex 613 FWCI133.08735924

SpectralGPT: Spectral Remote Sensing Foundation Model

article Full Text OpenAlex 600 FWCI368.96100084

Large Selective Kernel Network for Remote Sensing Object Detection

article Full Text OpenAlex 600 FWCI130.26495194

Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification

article Full Text OpenAlex 567 FWCI78.5973997

BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection

article Full Text OpenAlex 541 FWCI117.455565