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Lightweight Frame Compensation for Real-Time Polyp Segmentation under Frame Skipping

Gao, Weihao
arXiv (All) · Papers
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computer-vision-and-pattern-recognitioni-2-10i-5-4
Real-time polyp segmentation in computer-assisted colonoscopy is hampered by the difficulty of deploying high-accuracy models under strict latency budgets. Frame skipping, which performs inference every K frames and reuses or interpolates the rest, improves throughput but introduces motion blur and
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