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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Chunxia Zhang

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2 papers indexed here

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Open access 2026

AnyRoad: A Frequency-Aware Adapter Framework for Road Segmentation With Segment Anything Model

Automated road extraction from high-resolution satellite imagery is critical for geospatial applications. However, accurate segmentation requires balancing global topological continuity with local boundary precision. Existing methods often struggle with this tradeoff, while directly adapting large-scale foundation mode...

Li-Lun Deng, Jiang-She Zhang, Hao-Wen Bai et al. · 0 citations
Open access Jul 2026

MC-DBRG: 3D Point Cloud Instance Segmentation for Automatic Seismic Fault Interpretation via Multi-Scale Contour Constraints Delaunay-Based Region Growing

Automatic fault interpretation is essential for seismic geological modeling; however, fault intersections, noise interference, and topological complexity frequently lead to over-segmentation or under-segmentation. To address these challenges, we propose multi-scale contour constraints Delaunay-based region growing (MC-...

Lu Huang, Chunxia Zhang, Jiang-She Zhang et al. · 0 citations

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