Table 1 The list of operations in the segmentation and feature computation stages and the sources of the CPU and GPU versions
Segmentation Computations | ||
|---|---|---|
Operation | CPU Implementation | GPU Implementation |
Red Blood Cell Detection (RBC Detection) | Vincent [92] and OpenCV | Implemented |
Morphological Open (Morph. Open) | OpenCV | OpenCV |
Reconstruct to Nucleus (ReconToNuclei) | Vincent [92] | Implemented |
Area Threshold | Implemented | Implemented |
Fill Holes | Vincent [92] | Implemented |
Pre-Watershed | Vincent [92], and OpenCV for distance transformation | Implemented |
Watershed | OpenCV | Körbes [93] |
Black and White Label (BWLabel) | Implemented | Implemented |