TY  - JOUR
AU  - Jorge Bernal
AU  - Aymeric Histace
AU  - Marc Masana
AU  - Quentin Angermann
AU  - Cristina Sanchez Montes
AU  - Cristina Rodriguez de Miguel
AU  - Maroua Hammami
AU  - Ana Garcia Rodriguez
AU  - Henry Cordova
AU  - Olivier Romain
AU  - Gloria Fernandez Esparrach
AU  - Xavier Dray
AU  - F. Javier Sanchez
PY  - 2019//
TI  - GTCreator: a flexible annotation tool for image-based datasets
T2  - IJCAR
JO  - International Journal of Computer Assisted Radiology and Surgery
SP  - 191–201
VL  - 14
IS  - 2
KW  - Annotation tool
KW  - Validation Framework
KW  - Benchmark
KW  - Colonoscopy
KW  - Evaluation
N2  - Abstract Purpose: Methodology evaluation for decision support systems for health is a time consuming-task. To assess performance of polyp detectionmethods in colonoscopy videos, clinicians have to deal with the annotationof thousands of images. Current existing tools could be improved in terms ofexibility and ease of use. Methods:We introduce GTCreator, a exible annotation tool for providing image and text annotations to image-based datasets.It keeps the main basic functionalities of other similar tools while extendingother capabilities such as allowing multiple annotators to work simultaneouslyon the same task or enhanced dataset browsing and easy annotation transfer aiming to speed up annotation processes in large datasets. Results: Thecomparison with other similar tools shows that GTCreator allows to obtainfast and precise annotation of image datasets, being the only one which offersfull annotation editing and browsing capabilites. Conclusions: Our proposedannotation tool has been proven to be efficient for large image dataset annota-tion, as well as showing potential of use in other stages of method evaluationsuch as experimental setup or results analysis.
L1  - http://158.109.8.37/files/BHM2018b.pdf
UR  - http://dx.doi.org/10.1007/s11548-018-1864-x
N1  - MV; 600.096; 600.109; 600.119; 601.305
ID  - Jorge Bernal2019
ER  -