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Surgical-DeSAM: Real-Time Instrument Segmentation by Wen Wei is a document available to read on EtoBox.

What is Surgical-DeSAM: Real-Time Instrument Segmentation about?

Therecent segment anything model (SAM) has demonstrated impressive performance with point, text or bounding boxprompts, in various applications. However, in safety-critical surgical tasks, prompting is not possible due to (1) the lack of per-frame prompts for supervised learning, (2) it is unrealistic to prompt frame-by-frame in a real-time tracking application, and (3) it is expensive to annotate prompts for offline applications.

Author

Wen Wei

Language

EN