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Titlebook: Advances in Visual Computing; 17th International S George Bebis,Bo Li,Remco Chang Conference proceedings 2022 The Editor(s) (if applicable)

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Multi-class Detection and Tracking of Intracorporeal Suturing Instruments in an FLS Laparoscopic Boxn requires a significant amount of the supervisory surgeons’ time, and it can be a very subjective decision. This study uses an object detection algorithm, Scaled-YOLOv4, in conjunction with a centroid tracking algorithm to evaluate the surgeon’s skills during advanced intracorporeal suturing. We pr
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Alexey V. Yablokov,Sergey A. Ostroumovep Neural Network (BMDNN) combines salient features extracted from a deep neural network with highly-discriminating handcrafted features. The proposed architecture outperforms state-of-the-art methods in all emotional classes on the Edinburgh Locomotion MoCap Dataset.
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Gait Emotion Recognition Using a Bi-modal Deep Neural Networkep Neural Network (BMDNN) combines salient features extracted from a deep neural network with highly-discriminating handcrafted features. The proposed architecture outperforms state-of-the-art methods in all emotional classes on the Edinburgh Locomotion MoCap Dataset.
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