Color medical image analysis:
<p>Since the early 20th century, medical imaging has been dominated by monochrome imaging modalities such as x-ray, computed tomography, ultrasound, and magnetic resonance imaging. As a result, color information has been overlooked in medical image analysis applications. Recently, various medi...
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| Weitere Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Dordrecht [u.a.]
Springer
2013
|
| Schriftenreihe: | Lecture notes in computational vision and biomechanics
6 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Abstract |
| Zusammenfassung: | <p>Since the early 20th century, medical imaging has been dominated by monochrome imaging modalities such as x-ray, computed tomography, ultrasound, and magnetic resonance imaging. As a result, color information has been overlooked in medical image analysis applications. Recently, various medical imaging modalities that involve color information have been introduced. These include cervicography, dermoscopy, fundus photography, gastrointestinal endoscopy, microscopy, and wound photography. However, in comparison to monochrome images, the analysis of color images is a relatively unexplored area. The multivariate nature of color image data presents new challenges for researchers and practitioners as the numerous methods developed for monochrome images are often not directly applicable to multichannel images.</p><p>The goal of this volume is to summarize the state-of-the-art in the utilization of color information in medical image analysis.</p> |
| Beschreibung: | 1 Online-Ressource (X, 204 p. 69 illus., 63 illus. in color) |
| ISBN: | 9789400753891 |
| DOI: | 10.1007/978-94-007-5389-1 |
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Datensatz im Suchindex
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| adam_text | COLOR MEDICAL IMAGE ANALYSIS
/
: 2013
ABSTRACT / INHALTSTEXT
SINCE THE EARLY 20TH CENTURY, MEDICAL IMAGING HAS BEEN DOMINATED BY
MONOCHROME IMAGING MODALITIES SUCH AS X-RAY, COMPUTED TOMOGRAPHY,
ULTRASOUND, AND MAGNETIC RESONANCE IMAGING. AS A RESULT, COLOR
INFORMATION HAS BEEN OVERLOOKED IN MEDICAL IMAGE ANALYSIS APPLICATIONS.
RECENTLY, VARIOUS MEDICAL IMAGING MODALITIES THAT INVOLVE COLOR
INFORMATION HAVE BEEN INTRODUCED. THESE INCLUDE CERVICOGRAPHY,
DERMOSCOPY, FUNDUS PHOTOGRAPHY, GASTROINTESTINAL ENDOSCOPY, MICROSCOPY,
AND WOUND PHOTOGRAPHY. HOWEVER, IN COMPARISON TO MONOCHROME IMAGES, THE
ANALYSIS OF COLOR IMAGES IS A RELATIVELY UNEXPLORED AREA. THE
MULTIVARIATE NATURE OF COLOR IMAGE DATA PRESENTS NEW CHALLENGES FOR
RESEARCHERS AND PRACTITIONERS AS THE NUMEROUS METHODS DEVELOPED FOR
MONOCHROME IMAGES ARE OFTEN NOT DIRECTLY APPLICABLE TO MULTICHANNEL
IMAGES. THE GOAL OF THIS VOLUME IS TO SUMMARIZE THE STATE-OF-THE-ART IN
THE UTILIZATION OF COLOR INFORMATION IN MEDICAL IMAGE ANALYSIS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author2 | Celebi, M. Emre |
| author2_role | edt |
| author2_variant | m e c me mec |
| author_facet | Celebi, M. Emre |
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| dewey-ones | 610 - Medicine and health |
| dewey-raw | 610.28 |
| dewey-search | 610.28 |
| dewey-sort | 3610.28 |
| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| doi_str_mv | 10.1007/978-94-007-5389-1 |
| format | Electronic eBook |
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| isbn | 9789400753891 |
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| series | Lecture notes in computational vision and biomechanics |
| series2 | Lecture notes in computational vision and biomechanics |
| spellingShingle | Color medical image analysis Lecture notes in computational vision and biomechanics Ingenieurwissenschaften Engineering Radiology, Medical Computer vision Biomedical engineering Medizin (DE-588)4038243-6 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd |
| subject_GND | (DE-588)4038243-6 (DE-588)4006617-4 (DE-588)4143413-4 |
| title | Color medical image analysis |
| title_auth | Color medical image analysis |
| title_exact_search | Color medical image analysis |
| title_full | Color medical image analysis M. Emre Celebi ..., eds. |
| title_fullStr | Color medical image analysis M. Emre Celebi ..., eds. |
| title_full_unstemmed | Color medical image analysis M. Emre Celebi ..., eds. |
| title_short | Color medical image analysis |
| title_sort | color medical image analysis |
| topic | Ingenieurwissenschaften Engineering Radiology, Medical Computer vision Biomedical engineering Medizin (DE-588)4038243-6 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd |
| topic_facet | Ingenieurwissenschaften Engineering Radiology, Medical Computer vision Biomedical engineering Medizin Bildgebendes Verfahren Aufsatzsammlung |
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