Takafumi Hiranaka

According to our database, Takafumi Hiranaka authored at least 5 papers between 2018 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

Hand Frame Extraction in Surgical Video Images Using Convolutional Neural Network.

Shadman Sakib, Belayat Hossain, Takafumi Hiranaka, Syoji Kobashi

Proceedings of the Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, 2020

A deep learning approach for surgical instruments detection in orthopaedic surgery using transfer learning.

Md Belayat Hossain, Shoichi Nishio, Takafumi Hiranaka, Syoji Kobashi

Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Surgical Phase Recognition Method with a Sequential Consistency for CAOS-AI Navigation System.

Soichi Nishio, Md Belayat Hossain, Naomi Yagi, Manabu Nii, Takafumi Hiranaka, Syoji Kobashi

Proceedings of the 2nd IEEE Global Conference on Life Sciences and Technologies, 2020

2018

Real-time Surgical Tools Recognition in Total Knee Arthroplasty Using Deep Neural Networks.

Moazzem Hossain, Soichi Nishio, Takafumi Hiranaka, Syoji Kobashi

CoRR, 2018

Real-Time Orthopedic Surgery Procedure Recognition Method with Video Images from Smart Glasses Using Convolutional Neural Network.

Soichi Nishio, Moazzem Hossain, Md Belayat Hossain, Manabu Nii, Takafumi Hiranaka, Syoji Kobashi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018