A temporal prior from inter-frame motion flow is injected as initialization into an attention pyramid network to guide coarse-to-fine instrument segmentation in MIS videos, exceeding prior results on the EndoVis dataset across three tasks.
IEEE TMI 36(7), 1542–1549 (2017)
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Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video
A temporal prior from inter-frame motion flow is injected as initialization into an attention pyramid network to guide coarse-to-fine instrument segmentation in MIS videos, exceeding prior results on the EndoVis dataset across three tasks.