الباحثون

Gengchen Mai

المنشورات 2

نسخة أولية وصول مفتوح

PolyTopoBench: A Benchmark for Complex Vector Polygon Generation from Remote Sensing Imagery

Zeping Liu, Ni Lao, Weiwei Sun وآخرون · 2026

Vector polygon generation converts visual inputs, e.g., remote sensing (RS) images, into vectorized polygonal geometries, supporting applications such as autonomous driving, vector map construction, and remote sensing. Early pipelines predict raster masks and post-process them into polygons, which prevents end-to-end o …

نسخة أولية وصول مفتوح

MIND the Gap: A Geographic Implicit Neural Representation with Adjustable Spatial Scale

Isaac Corley, Arjun Rao, Esther Rolf وآخرون · 2026

Geographic measurements are often sparse, leaving large areas without labels for the quantities we want to map. Geographic implicit neural representations (INRs) provide coordinate-based embeddings that can be combined with sparse labels to predict at unsampled locations without satellite imagery at inference. Yet exis …

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