Adapting SAM with dynamic similarity graphs for few-shot parameter-efficient small dense object detection: A case study of chickpea pods in field conditions

Xintong Jiang, Yixue Liu, Mohamed Debbagh, Yu Tian, Valerio Hoyos-Villegas, Viacheslav I. Adamchuk, Shangpeng Sun. Adapting SAM with dynamic similarity graphs for few-shot parameter-efficient small dense object detection: A case study of chickpea pods in field conditions. Computers and Electronics in Agriculture, 251:111968, 2026. [doi]

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