Fig. 1
From: BoxCell: Leveraging SAM for Cell Segmentation with Box Supervision

Inference pipeline for BoxCell, which produces masks \(M_{D}\) and \(M_{S}\) using a ITD and ITS. These masks are split into a \(K\) \(\times\) \(K\) grid, and GMMs are trained to estimate probability map (P). ILP solver refines P based on intensity and spatial constraints. This figure was created using draw.io.