Automatic Gauze Tracking in Laparoscopic Surgery using Image Texture Analysis

Published: 5 January 2020| Version 5 | DOI: 10.17632/yh2yxwbc9m.5
Contributor:
Eusebio de la Fuente

Description

This dataset contain the code, images and video results of the analysed algorithms: LBP|VAR, CLBP and the convolutional neural network ResNet50.

Files

Steps to reproduce

LBP|VAR contains the code of the LBP |Variance algorithm for gauze detection. This code makes a final morphologycal postprocessing to improve the results. CLBP contains the code for Completed LBP gauze detection. This code makes a final morphologycal postprocessing to improve the results. To compile and run please mantain always the same relative position in the folders. CNN contains the results and code for training and test the neural network. code/red_gasas.pt contains the neural network

Institutions

Universidad de Valladolid

Categories

Classification of Bioinformatical Subject

Licence