Detection of wrinkle frames in endoluminal videos using betweenness centrality measures for images.
Intestinal contractions are one of the most important events to diagnose motility pathologies of the small intestine. When visualized by wireless capsule endoscopy (WCE), the sequence of frames that represents a contraction is characterized by a clear wrinkle structure in the central frames that corresponds to the folding of the intestinal wall. In this paper, we present a new method to robustly detect wrinkle frames in full WCE videos by using a new mid-level image descriptor that is based on a centrality measure proposed for graphs. We present an extended validation, carried out in a very large database, that shows that the proposed method achieves state-of-the-art performance for this task.
Santi
S
Seguí
Michal
M
Drozdzal
Ekaterina
E
Zaytseva
Carolina
C
Malagelada
Fernando
F
Azpiroz
Petia
P
Radeva
Jordi
J
Vitrià
D000465:Algorithms; D053704:Capsule Endoscopy / Q000379:methods*; D005769:Gastrointestinal Motility / Q000502:physiology*; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D007410:Intestinal Diseases / Q000503:physiopathology*; D015203:Reproducibility of Results