Classification of texture patterns in CT lung imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7963, Issue , 2011, Pages

  Nuzhnaya, Tatyana ^a   Megalooikonomou, Vasileios ^a   Ling, Haibin ^a,b   Kohn, Mark ^c   Steiner, Robert ^c  

^a Temple University   (United States)

^b TEMPLE UNIVERSITY   (United States)

^c TEMPLE UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Pattern analysis; Quantitative computed tomography (CT); Texture descriptors; Tissue classification; Vector quantization

Indexed keywords

AUTOMATED TEXTURE CLASSIFICATION; CLASSIFICATION ACCURACY; CODEBOOKS; CODEWORD; COMPUTED TOMOGRAPHY; DISCRIMINATIVE FEATURES; DOMAIN EXPERTS; GENERALIZED LLOYD ALGORITHM; HISTOGRAM INTERSECTION; IMAGE COMPRESSION TECHNIQUES; K-NEAREST NEIGHBORS; LOCAL DESCRIPTORS; LUNG DISEASE; LUNG IMAGING; LUNG TISSUE; MEDICAL IMAGES; NEURAL NETWORK CLASSIFICATION; PATTERN ANALYSIS; QUANTITATIVE COMPUTED TOMOGRAPHY (CT); REGIONS OF INTEREST; SIMILARITY MEASURE; TEXTURE DESCRIPTORS; TEXTURE FEATURES; TEXTURE PATTERNS; TISSUE CLASSIFICATION;

BIOLOGICAL ORGANS; COMPUTER AIDED DIAGNOSIS; COMPUTERIZED TOMOGRAPHY; DATA COMPRESSION; IMAGE PROCESSING; IMAGE RETRIEVAL; MAMMOGRAPHY; NEURAL NETWORKS; TEXTURES; TISSUE; TOMOGRAPHY; VECTOR QUANTIZATION; VECTORS;

MEDICAL IMAGING;

EID: 79955751595     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.877889     Document Type: Conference Paper

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