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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

Yang Li

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Open access Oct 2026

BTSR-Net: Boundary–topology guided structural refinement for high-resolution remote sensing image segmentation

Semantic segmentation of high-resolution remote sensing imagery in complex urban scenes often suffers from insufficient modeling of boundary neighborhoods, causing ambiguity near class interfaces and weakening the continuity of elongated structures. To address this issue, we propose a Boundary-Topology-Guided Structura...

Zi-Heng Wang, Wu Wang, Zhe-Yi Hu et al. · 0 citations
Open access Aug 2026

STSFusion: segmentation task-driven spatial-frequency collaborative fusion for infrared and visible images

STSFusion is proposed, a segmentation task-driven spatial-frequency collaborative fusion method for infrared and visible images that achieves superior fusion performance over state-of-the-art methods and shows favorable task adaptability in downstream semantic segmentation and object detection.

Yutong Chen, Zhe Hu, Yang Li et al. · 0 citations
Open access Jul 2026

ESGS: A 3D Reconstruction Method for the Martian Surface Based on Optical Remote Sensing Images

Mars exploration is an advanced field of global deep space exploration. Accurate three-dimensional reconstruction of the Martian surface topography is very important for autonomous navigation, scientific target recognition, and operation planning. In order to meet the analysis requirements of the Martian surface scene,...

Qinghe Guan, Y. Liu, Lei Chen et al. · 0 citations

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