ST-MTL: Spatio-Temporal multitask learning model to predict scanpath while tracking instruments in robotic surgery

Author:

Islam Mobarakol,VS Vibashan,Lim Chwee MingORCID,Ren Hongliang

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference59 articles.

1. Abdulla, W., 2017. Mask R-CNN for object detection and instance segmentation on keras and tensorflow. https://www.github.com/matterport/Mask_RCNN.

2. Surgical tool detection in cataract surgery videos through multi-image fusion inside a convolutional neural network;Al Hajj,2017

3. 2017 Robotic instrument segmentation challenge;Allan;arXiv preprint arXiv:1902.06426,2019

4. Multi-task feature learning;Argyriou,2007

5. Pathgan: visual scanpath prediction with generative adversarial networks;Assens,2018

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