4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.CV2025
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 +4
Parameter-Efficient Fine-Tuning (PEFT) of foundation models for agricultural computer vision tasks remains challenging due to limited training data and complex field conditions. Th…
cs.CV2022★ 4 cited
Eff-3DPSeg: 3D organ-level plant shoot segmentation using annotation-efficient point clouds
Liyi Luo, Xintong Jiang, Yu Yang +4
Reliable and automated 3D plant shoot segmentation is a core prerequisite for the extraction of plant phenotypic traits at the organ level. Combining deep learning and point clouds…