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Hands-On Computer Vision
Wei Shen, Chongjie Si, Chen Yang, Yong Yu (Gebundene Ausgabe, Englisch)
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Beschreibung
Computer vision is an application-oriented field, where various applications correspond to distinct computer vision tasks. Consequently, this book is organized based on the taxonomy of these tasks: image processing, visual recognition, and scene reconstruction. Image processing, the foundational step, includes topics like convolution, edge detection, and image segmentation, often referred to as… low-level vision tasks. This section covers classical algorithms. Visual recognition, or high-level vision, involves understanding image semantics and includes topics such as image classification, object detection, and action recognition. Deep learning algorithms are highlighted here. Scene reconstruction focuses on recovering 3D structures from images and includes topics like camera calibration and 3D reconstruction, explored through geometry-based algorithms. Each chapter is presented in Python Notebooks with theoretical explanations, algorithm details, and executable code, allowing readers to focus on text or implementation as needed. Designed for students, educators, researchers, and engineers, this book assumes familiarity with basic mathematics and Python programming. The translation was done using artificial intelligence. Subsequently, a human revision was done primarily in terms of content. Dieses Produkt haben wir gerade leider nicht auf Lager.
Handgeprüfte Gebrauchtware
Bis zu 50 % günstiger als neu
Der Umwelt zuliebe
Technische Daten
Erscheinungsdatum
08.01.2026
Sprache
Englisch
EAN
9789819548347
Herausgeber
Springer Singapore
Sonderedition
Nein
Autor
Wei Shen, Chongjie Si, Chen Yang, Yong Yu
Seitenanzahl
358
Einbandart
Gebundene Ausgabe
Schlagwörter
Computer Vision, Image Processing, Visual Recognition, Scene Reconstruction, Computer Vision with Python
Thema-Inhalt
UYT - Bildverarbeitung
TJF - Elektronik
UYQV - Maschinelles Sehen, Bildverstehen
UYQP - Mustererkennung
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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