Non-negative Matrix Factorization for Endoscopic Video Summarization
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Computers in Biology and Medicine
Computers in Biology and Medicine
Texture analysis for ulcer detection in capsule endoscopy images
Image and Vision Computing
A Meta Registration Framework for Lesion Matching
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
In situ analysis of capsule endoscopy images and preliminary results
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Using ensemble classifier for small bowel ulcer detection in wireless capsule endoscopy images
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Local polynomial approximation for unsupervised segmentation of endoscopic images
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
Automatic segmentation and inpainting of specular highlights for endoscopic imaging
Journal on Image and Video Processing - Special issue on emerging methods for color image and video quality enhancement
Interactive labeling of WCE images
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
An intelligent automated recognition system of abnormal structures in WCE images
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
A linear-time approximation of the earth mover's distance
Proceedings of the 20th ACM international conference on Information and knowledge management
Automatic polyp detection for wireless capsule endoscopy images
Expert Systems with Applications: An International Journal
Capsule endoscopy image analysis using texture information from various colour models
Computer Methods and Programs in Biomedicine
Towards automatic polyp detection with a polyp appearance model
Pattern Recognition
Visual image search: feature signatures or/and global descriptors
SISAP'12 Proceedings of the 5th international conference on Similarity Search and Applications
Texture and color based image segmentation and pathology detection in capsule endoscopy videos
Computer Methods and Programs in Biomedicine
| Hi-index | 0.00 |
Recent advances in miniaturization led to the development of what is now called the endoscopic capsule. This small device is swallowed by a patient and films the whole gastrointestinal tract, allowing the detection of abnormalities. Currently, a doctor typically needs up to two hours to analyze a full exam, so automation is desirable. This paper presents a methodology for measuring the potential of selected visual MPEG-7 descriptors for the task of specific medical event detection such as blood, ulcers. Experiments show that the best results are obtained by the Scalable Color and Homogenous Texture descriptors, especially if only relevant coefficients are used.