Parsing and browsing tools for colonoscopy videos
Proceedings of the 12th annual ACM international conference on Multimedia
FPGA architecture for fast parallel computation of co-occurrence matrices
Microprocessors & Microsystems
Wavelet transform and adaptive neuro-fuzzy inference system for color texture classification
Expert Systems with Applications: An International Journal
Improving the quality of color colonoscopy videos
Journal on Image and Video Processing - Color in Image and Video Processing
Colorectal Polyps Detection Using Texture Features and Support Vector Machine
MDA '08 Proceedings of the 3rd international conference on Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry
FPGA-based System for Real-Time Video Texture Analysis
Journal of Signal Processing Systems
Computers in Biology and Medicine
Texture analysis for ulcer detection in capsule endoscopy images
Image and Vision Computing
Tissue Recognition Approach to Pressure Ulcer Area Estimation with Neural Networks
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
A pattern similarity scheme for medical image retrieval
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Journal of Signal Processing Systems
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Eigenmotion-based detection of intestinal contractions
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Diagnostic system for intestinal motility disfunctions using video capsule endoscopy
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Intestinal polyp recognition in capsule endoscopy images using color and shape features
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Computer-aided classification of zoom-endoscopical images using Fourier filters
IEEE Transactions on Information Technology in Biomedicine
A system for colorectal tumor classification in magnifying endoscopic NBI images
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume 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
Computer-aided small bowel tumor detection for capsule endoscopy
Artificial Intelligence in Medicine
Automated Marsh-like classification of celiac disease in children using local texture operators
Computers in Biology and Medicine
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Identification of intestinal motility events of capsule endoscopy video analysis
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Anisotropic feature extraction from endoluminal images for detection of intestinal contractions
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
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
Integration of valley orientation distribution for polyp region identification in colonoscopy
MICCAI'11 Proceedings of the Third international conference on Abdominal Imaging: computational and Clinical Applications
Towards automatic polyp detection with a polyp appearance model
Pattern Recognition
Computer Methods and Programs in Biomedicine
An Expert Support System for Breast Cancer Diagnosis using Color Wavelet Features
Journal of Medical Systems
Computer-aided diagnosis in wound images with neural networks
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Hi-index | 0.00 |
We present an approach to the detection of tumors in colonoscopic video. It is based on a new color feature extraction scheme to represent the different regions in the frame sequence. This scheme is built on the wavelet decomposition. The features named as color wavelet covariance (CWC) are based on the covariances of second-order textural measures and an optimum subset of them is proposed after the application of a selection algorithm. The proposed approach is supported by a linear discriminant analysis (LDA) procedure for the characterization of the image regions along the video frames. The whole methodology has been applied on real data sets of color colonoscopic videos. The performance in the detection of abnormal colonic regions corresponding to adenomatous polyps has been estimated high, reaching 97% specificity and 90% sensitivity.