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Harbin Engineering University
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PSMP-CLIP is proposed, integrating patch-prompt SAM2 segmentation (PPSS) and multi-semantic guided prompt regularization (MSGPR), integrating patch-prompt SAM2 segmentation (PPSS) and multi-semantic guided prompt regularization (MSGPR).
LLMs struggle with GIS tasks due to parameter misalignment and runtime anomalies, but a "Plan-and-React" architecture that mimics expert cognitive workflows significantly improves performance.
