Automatic detection of informative frames from wireless capsule endoscopy images

Medical Image Analysis

Volumn 14, Issue 3, 2010, Pages 449-470

  Bashar, M K ^a   Kitasaka, T ^a,c   Suenaga, Y ^a,c   Mekada, Y ^a,b   Mori, K ^a,b  

^a NAGOYA UNIVERSITY   (Japan)

^b CHUKYO UNIVERSITY   (Japan)

^c AICHI INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

Classification; Color moments; Informative frames; Laguerre Gauss circular harmonic functions; Multiresolution texture analysis; Segmentation

Indexed keywords

AUTOMATIC DETECTION; AUTOMATIC METHOD; AUTOMATIC PROCEDURES; BUBBLE STRUCTURES; CIRCULAR HARMONICS; CLINICAL TECHNOLOGY; COLOR AND TEXTURE FEATURES; COLOR FEATURES; COLOR HISTOGRAM; COLOR IMAGES; COLOR MOMENTS; COMPUTATION COSTS; CONTRAST MAP; DETECTION ACCURACY; DETECTION SCHEME; DIGESTIVE TRACT; DISCRETE WAVELETS; GAUSS-LAGUERRE TRANSFORM; GRAY SCALE; INPUT VIDEOS; LAGUERRE; LOCAL COLOR; MULTI-RESOLUTIONS; MULTIRESOLUTION TEXTURES; SEGMENTED REGIONS; SELECTION ERROR; SMALL BOWEL; SUPERVISED CLASSIFICATION; TESTING CASE; TEXTURE FEATURES; TEXTURE PATTERNS; TRAINING SETS; TWO-COLOR; VIDEO TRAINING; WIRELESS CAPSULE ENDOSCOPY; WIRELESS CAPSULE ENDOSCOPY IMAGE;

COST REDUCTION; DIGESTIVE SYSTEM; ENDOSCOPY; FEATURE EXTRACTION; FOURIER SERIES; HARMONIC ANALYSIS; HARMONIC FUNCTIONS; IMAGE PROCESSING; IMAGE RETRIEVAL; TEXTURES; VECTOR SPACES; VISUALIZATION;

COLOR;

ACCURACY; ANALYTICAL ERROR; ARTICLE; AUTOMATION; CAPSULE ENDOSCOPY; CLASSIFIER; CONTROLLED STUDY; HUMAN; IMAGE PROCESSING; NORMAL HUMAN; PRIORITY JOURNAL; SUPPORT VECTOR MACHINE;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CAPSULE ENDOSCOPY; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 77951647893     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.media.2009.12.001     Document Type: Article

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