Research Article

A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images

Table 5

Summary of processing times achieved by the different methods studied in the paper. FCN results are the same for all four classes considered as segmentation of the four classes is done at the same time.

MethodPolypLumenSpecular highlightsBackground

FCN88 ms88 ms88 ms88 ms
State-of-the-art10000 ms8000 ms5000 ms23000 ms