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Feature Extraction in Medical Image Retrieval A New Design of Wavelet Filter Banks - Aswini Kumar Samantaray, Amol D. Rahulkar 2024 PDF | EPUB Springer BOOKS
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Feature Extraction in Medical Image Retrieval A New Design of Wavelet Filter Banks
Author: Aswini Kumar Samantaray, Amol D. Rahulkar
Year: 2024
Format: PDF | EPUB
File size: 16.1 MB
Language: ENG



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Book Feature Extraction in Medical Image Retrieval: A New Design of Wavelet Filter Banks Introduction: In the modern era of healthcare, medical imaging has become an essential tool for diagnosis, teaching, and research. The widespread use of medical imaging technologies has resulted in the creation of vast image databases that offer opportunities for evidence-based diagnosis, teaching, and research. However, the sheer volume and complexity of these image collections pose significant challenges in terms of accuracy, reliability, and speed. To address these challenges, this book focuses on the design of wavelet filter banks as efficient and effective feature descriptors for medical image retrieval. Chapter 1: Need for Technology Evolution The rapid evolution of technology has transformed the way we perceive and process information. The need to study and understand the technological process is crucial for the survival of humanity and the unification of people in a warring state.
Book Feature Extraction in Medical Image Retrieval: A New Design of Wavelet Filter Banks Введение: В современную эпоху здравоохранения медицинская визуализация стала важным инструментом для диагностики, обучения и исследований. Широкое использование технологий медицинской визуализации привело к созданию обширных баз данных изображений, которые предлагают возможности для доказательной диагностики, обучения и исследований. Однако огромный объем и сложность этих коллекций изображений создают значительные проблемы с точки зрения точности, надежности и скорости. Чтобы решить эти проблемы, эта книга фокусируется на разработке банков вейвлет-фильтров как эффективных и действенных дескрипторов признаков для поиска медицинских изображений. Глава 1: Потребность в развитии технологий Быстрое развитие технологий изменило способ восприятия и обработки информации. Необходимость изучения и понимания технологического процесса имеет решающее значение для выживания человечества и объединения людей в воюющем государстве.
Book Feature Extraction in Medical Image Retrieval : A New Design of Wavelet Filter Banks Introduction : À l'ère moderne des soins de santé, l'imagerie médicale est devenue un outil essentiel pour le diagnostic, l'apprentissage et la recherche. L'utilisation généralisée des technologies d'imagerie médicale a conduit à la création de vastes bases de données d'images qui offrent des possibilités de diagnostic, de formation et de recherche fondées sur des données probantes. Cependant, le volume et la complexité considérables de ces collections d'images posent des problèmes considérables en termes de précision, de fiabilité et de vitesse. Pour résoudre ces problèmes, ce livre se concentre sur le développement de banques de filtres à ondelettes comme descripteurs de signes efficaces et efficients pour la recherche d'images médicales. Chapitre 1 : La nécessité de développer la technologie L'évolution rapide de la technologie a changé la façon dont l'information est perçue et traitée. La nécessité d'étudier et de comprendre le processus technologique est essentielle à la survie de l'humanité et à l'unification des peuples dans un État en guerre.
Book Feature Extraction in Medical Image Retrieval: A New Design of Wavelet Filter Banks Introducción: En la era moderna de la salud, las imágenes médicas se han convertido en una herramienta importante para el diagnóstico, el aprendizaje y la investigación. uso generalizado de tecnologías de imágenes médicas ha llevado a la creación de extensas bases de datos de imágenes que ofrecen oportunidades de diagnóstico, aprendizaje e investigación basados en la evidencia. n embargo, el enorme volumen y complejidad de estas colecciones de imágenes plantean retos significativos en cuanto a precisión, fiabilidad y velocidad. Para resolver estos problemas, este libro se centra en el desarrollo de bancos de filtros de wavelet como descriptores de características eficaces y eficientes para encontrar imágenes médicas. Capítulo 1: Necesidad de desarrollo tecnológico rápido desarrollo de la tecnología ha cambiado la forma en que se percibe y procesa la información. La necesidad de estudiar y entender el proceso tecnológico es crucial para la supervivencia de la humanidad y la unión de los seres humanos en un Estado en guerra.
Buch Feature Extraktion im medizinischen Bild Retrieval: Ein neues Design von Wavelet Filter Banks Einführung: In der heutigen Zeit des Gesundheitswesens hat sich die medizinische Bildgebung zu einem wichtigen Werkzeug für Diagnose, hre und Forschung entwickelt. Der weit verbreitete Einsatz medizinischer Bildgebungstechnologien hat zur Schaffung umfangreicher Bilddatenbanken geführt, die Möglichkeiten für evidenzbasierte Diagnostik, hre und Forschung bieten. Das enorme Volumen und die Komplexität dieser Bildsammlungen stellen jedoch erhebliche Herausforderungen an Genauigkeit, Zuverlässigkeit und Geschwindigkeit dar. Um diese Probleme zu lösen, konzentriert sich dieses Buch auf die Entwicklung von Wavelet-Filterbanken als effektive und effektive Merkmalsdeskriptoren für die Suche nach medizinischen Bildern. Kapitel 1: Die Notwendigkeit der Technologieentwicklung Die rasante Entwicklung der Technologie hat die Art und Weise verändert, wie Informationen wahrgenommen und verarbeitet werden. Die Notwendigkeit, den technologischen Prozess zu studieren und zu verstehen, ist entscheidend für das Überleben der Menschheit und die Vereinigung der Menschen in einem kriegführenden Staat.
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Tıbbi Görüntü Alımında Kitap Özelliği Çıkarma: Dalga Filtre Bankalarının Yeni Bir Tasarımı Giriş: Modern sağlık hizmetleri çağında, tıbbi görüntüleme teşhis, eğitim ve araştırma için önemli bir araç haline gelmiştir. Tıbbi görüntüleme teknolojilerinin yaygın kullanımı, kanıta dayalı tanı, eğitim ve araştırma için fırsatlar sunan kapsamlı görüntü veritabanlarının oluşturulmasına yol açmıştır. Bununla birlikte, bu görüntü koleksiyonlarının hacmi ve karmaşıklığı, doğruluk, güvenilirlik ve hız açısından önemli zorluklar doğurmaktadır. Bu sorunları ele almak için, bu kitap, tıbbi görüntü alımı için etkili ve etkili özellik tanımlayıcıları olarak dalga filtre bankalarının geliştirilmesine odaklanmaktadır. Bölüm 1: Teknoloji geliştirme ihtiyacı Teknolojinin hızlı gelişimi, bilginin algılanma ve işlenme şeklini değiştirmiştir. Teknolojik süreci inceleme ve anlama ihtiyacı, insanlığın hayatta kalması ve insanların savaşan bir durumda birleşmesi için çok önemlidir.
استخراج ميزة الكتاب في استرجاع الصور الطبية: تصميم جديد لبنوك تصفية الموجات: في العصر الحديث للرعاية الصحية، أصبح التصوير الطبي أداة مهمة للتشخيص والتدريب والبحث. أدى الاستخدام الواسع النطاق لتكنولوجيات التصوير الطبي إلى إنشاء قواعد بيانات مصورة واسعة النطاق توفر فرصًا للتشخيص والتدريب والبحث القائم على الأدلة. ومع ذلك، فإن الحجم والتعقيد الهائل لمجموعات الصور هذه يطرح تحديات كبيرة من حيث الدقة والموثوقية والسرعة. لمعالجة هذه القضايا، يركز هذا الكتاب على تطوير بنوك مرشح الموجات باعتبارها واصفات ميزات فعالة وفعالة لاسترداد الصور الطبية. الفصل 1: الحاجة إلى تطوير التكنولوجيا غيّر التطور السريع للتكنولوجيا طريقة النظر إلى المعلومات ومعالجتها. إن الحاجة إلى دراسة وفهم العملية التكنولوجية أمر بالغ الأهمية لبقاء البشرية وتوحيد الناس في دولة متحاربة.

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