Open Access. Powered by Scholars. Published by Universities.®
Electrical and Computer Engineering
Computational intelligence<br />Genetic algorithms<br />Image processing -- Analysis -- Technique<br />Machine learning<br />Multisensor data fusion<br />Swarm intelligence
Articles 1 - 1 of 1
Full-Text Articles in Engineering
Data Fusion By Using Machine Learning And Computational Intelligence Techniques For Medical Image Analysis And Classification, Beibei Cheng
Data Fusion By Using Machine Learning And Computational Intelligence Techniques For Medical Image Analysis And Classification, Beibei Cheng
Doctoral Dissertations
"Data fusion is the process of integrating information from multiple sources to produce specific, comprehensive, unified data about an entity. Data fusion is categorized as low level, feature level and decision level. This research is focused on both investigating and developing feature- and decision-level data fusion for automated image analysis and classification. The common procedure for solving these problems can be described as: 1) process image for region of interest' detection, 2) extract features from the region of interest and 3) create learning model based on the feature data. Image processing techniques were performed using edge detection, a histogram threshold …