3 papers
eess.IV2023
Self-Knowledge Distillation for Surgical Phase Recognition
Jinglu Zhang, Santiago Barbarisi, Abdolrahim Kadkhodamohammadi +2
Purpose: Advances in surgical phase recognition are generally led by training deeper networks. Rather than going further with a more complex solution, we believe that current model…
cs.CV2021
Surgical Instruction Generation with Transformers
Jinglu Zhang, Yinyu Nie, Jian Chang +1
Automatic surgical instruction generation is a prerequisite towards intra-operative context-aware surgical assistance. However, generating instructions from surgical scenes is chal…
eess.IV2020
Symmetric Dilated Convolution for Surgical Gesture Recognition
Jinglu Zhang, Yinyu Nie, Yao Lyu +4
Automatic surgical gesture recognition is a prerequisite of intra-operative computer assistance and objective surgical skill assessment. Prior works either require additional senso…