Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation

no code implementations • 15 Mar 2024 • Marcos Fernández-Rodríguez, Bruno Silva, Sandro Queirós, Helena R. Torres, Bruno Oliveira, Pedro Morais, Lukas R. Buschle, Jorge Correia-Pinto, Estevão Lima, João L. Vilaça

This work seeks to employ OF maps as an additional input to the nnU-Net architecture to improve its performance in the surgical instrument segmentation task, taking advantage of the fact that instruments are the main moving objects in the surgical field.

Optical Flow Estimation Segmentation +1