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 FuenteDescription
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