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Titlebook: Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images; Valentina Zharkova,Lakhmi C. Jain Book 2007

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期刊全稱Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images
影響因子2023Valentina Zharkova,Lakhmi C. Jain
視頻videohttp://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Titlebook: Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images;  Valentina Zharkova,Lakhmi C. Jain Book 2007
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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Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images978-3-540-47518-7Series ISSN 1860-949X Series E-ISSN 1860-9503
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https://doi.org/10.1007/978-3-540-47518-7Feature Recognition; Feature Recognition in Solar Images; Image Enhancement; Solar Feature Detection; St
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Introduction to Pattern Recognition and Classification in Medical and Astrophysical Images,
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