Search Results for author: Jinglu Zhang

Found 2 papers, 2 papers with code

Surgical Instruction Generation with Transformers

1 code implementation14 Jul 2021 Jinglu Zhang, Yinyu Nie, Jian Chang, Jian Jun Zhang

Automatic surgical instruction generation is a prerequisite towards intra-operative context-aware surgical assistance.

Machine Translation reinforcement-learning +1

Symmetric Dilated Convolution for Surgical Gesture Recognition

1 code implementation13 Jul 2020 Jinglu Zhang, Yinyu Nie, Yao Lyu, Hailin Li, Jian Chang, Xiaosong Yang, Jian Jun Zhang

The experiment results demonstrate the ability of our method on capturing long-term frame dependencies, which largely outperform the state-of-the-art methods on the frame-wise accuracy up to ~6 points and the F1@50 score ~6 points.

Gesture Recognition Surgical Gesture Recognition

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