Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images
Valentina Zharkova
kwi 2007 · Studies in Computational Intelligence Część 46 · Springer
E-book
374
Strony
reportOceny i opinie nie są weryfikowane. Więcej informacji
Informacje o e-booku
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 knowledge obtained from many other similar cases from the stored databases. The use of CCD cameras for astroph ysical instruments on the ground and space produce digitized images in va rious fields of astrophysics. In the past decade, many space and ground based instruments provide large numbers of digitized images of the ni ght skies and of the Sun, our closest star.
Oceń tego e-booka
Podziel się z nami swoją opinią.
Informacje o czytaniu
Smartfony i tablety
Zainstaluj aplikację Książki Google Play na Androida i iPada/iPhone'a. Synchronizuje się ona automatycznie z kontem i pozwala na czytanie w dowolnym miejscu, w trybie online i offline.
Laptopy i komputery
Audiobooków kupionych w Google Play możesz słuchać w przeglądarce internetowej na komputerze.
Czytniki e-booków i inne urządzenia
Aby czytać na e-papierze, na czytnikach takich jak Kobo, musisz pobrać plik i przesłać go na swoje urządzenie. Aby przesłać pliki na obsługiwany czytnik, postępuj zgodnie ze szczegółowymi instrukcjami z Centrum pomocy.
