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May, 2024
ViTALS: 外科肾切除术中行动定位的视觉变换器
ViTALS: Vision Transformer for Action Localization in Surgical Nephrectomy
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Soumyadeep Chandra, Sayeed Shafayet Chowdhury, Courtney Yong, Chandru P. Sundaram, Kaushik Roy
TL;DR
通过引入名为ViTALS的新模型，结合层次式扩张时间卷积层和层间残差连接，来定位手术肾切除视频中的行动位置，实现了89.8%和66.1%的准确率，验证了其有效性。
Abstract
surgical action localization
is a challenging computer vision problem. While it has promising applications including automated training of surgery procedures, surgical workflow optimization, etc., appropriate
model desi
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