| 期刊全稱 | Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images | | 影響因子2023 | Valentina Zharkova,Lakhmi C. Jain | | 視頻video | http://file.papertrans.cn/163/162518/162518.mp4 | | 發(fā)行地址 | Presents innovative techniques in Recognition and Classification of Astrophysical and Medical Images.Includes supplementary material: | | 學(xué)科分類 | Studies in Computational Intelligence | | 圖書封面 |  | | 影響因子 | During the past decade digital imaging has significantly progressed in all imaging areas ranging from medicine, pharmacy, chemistry, biology to astrophysics, meteorology and geophysics. The avalanche of digitized images produced a need for special techniques of processing and knowledge extraction from many digital images with minimal or even without human interaction. This has resulted in a new area in the digital processing called pattern recognition that becomes increasingly necessary owing to a growing number of images to be processed. The first applications of pattern recognition techniques were for the analysis of medical X rays and MMR images that enabled the extraction of quantified information in terms of texture, intensity and shape and allowed to significantly improve a di agnosis of human organs. These techniques were significantly developed over the la st few years and combined feature detection and classification by using re gion based and artificial intelligence methods. By using growing databases of medical images processed with pattern recognition and classification t echniques, one can produce fast and consistent diagnosis of diseases based on the accumulated knowl | | Pindex | Book 2007 |
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