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Earth Observation

Earth Observation (EO) refers to the use of remote sensing technologies to monitor land, marine (seas, rivers, lakes) and atmosphere. Satellite-based EO relies on the use of satellite-mounted payloads to gather imaging data about the Earth’s characteristics. The images are then processed and analyzed in order to extract different types of information that can serve a very wide range of applications and industries.

Papers

Showing 6170 of 518 papers

TitleStatusHype
Lossy Neural Compression for Geospatial Analytics: A Review0
SSL4EO-S12 v1.1: A Multimodal, Multiseasonal Dataset for Pretraining, UpdatedCode1
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications0
Regression in EO: Are VLMs Up to the Challenge?0
CARE: Confidence-Aware Regression Estimation of building density fine-tuning EO Foundation Models0
Building Age Estimation: A New Multi-Modal Benchmark Dataset and Community ChallengeCode0
JL1-CD: A New Benchmark for Remote Sensing Change Detection and a Robust Multi-Teacher Knowledge Distillation FrameworkCode2
SARChat-Bench-2M: A Multi-Task Vision-Language Benchmark for SAR Image InterpretationCode2
Enhancing Ground-to-Aerial Image Matching for Visual Misinformation Detection Using Semantic SegmentationCode0
Leveraging band diversity for feature selection in EO data0
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