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自动化学报 2008
Flow Direction Scalar Field and Fast Scanning Method Based Image Segmentation
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Abstract:
A fast automatic image segmentation method is presented through the combination of gradient vector flow (GVF) field and seeded region growing (SRG).First,a flow di- rection scalar (FDS) field is derived from GVF.Then,a new SRG method called fast scanning method (FSM) is proposed. Finally,region adjacency graph (RAG) based region merging is used to get the final result.This method is very efficient that it is possible to fit real-time applications if a fast GVF computation method is adopted.Experiments demonstrate its effectiveness and robustness.