Automatic Gauze Tracking in Laparoscopic Surgery using Image Texture Analysis
Published: 15 December 2019| Version 4 | DOI: 10.17632/yh2yxwbc9m.4
Contributor:
Eusebio de la FuenteDescription
This dataset contain the code, images and video tests and the results of the analysed algorithms: LBP|VAR, CLBP and the convolutional neuronal 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
Archivo General de Castilla y Leon, Ayuntamiento de Valladolid
Categories
Classification of Bioinformatical Subject