This book constitutes the refereed proceedings of ICIVIS2024, held in Xining, China, in June 2024.This book provides a comprehensive collection of cutting-edge research and innovative solutions in image, vision and in...
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ISBN:
(数字)9789819625284
ISBN:
(纸本)9789819625277;9789819625307
This book constitutes the refereed proceedings of ICIVIS2024, held in Xining, China, in June 2024.
This book provides a comprehensive collection of cutting-edge research and innovative solutions in image, vision and intelligent systems. The primary audience consists of academic researchers, industry professionals, and graduate students working in the domains of image, vision, and intelligent systems. This publication serves as an essential resource for those seeking to stay at the forefront of their respective fields, expand their knowledge, and explore new avenues for research and development.
Visual pattern analysis is a fundamental tool in mining data for knowledge. Computational representations for patterns and texture allow us to summarize, store, compare, and label in order to learn about the physical ...
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ISBN:
(数字)9783031018237
ISBN:
(纸本)9783031006951
Visual pattern analysis is a fundamental tool in mining data for knowledge. Computational representations for patterns and texture allow us to summarize, store, compare, and label in order to learn about the physical world. Our ability to capture visual imagery with cameras and sensors has resulted in vast amounts of raw data, but using this information effectively in a task-specific manner requires sophisticated computational representations. We enumerate specific desirable traits for these representations: (1) intraclass invariance—to support recognition; (2) illumination and geometric invariance for robustness to imaging conditions; (3) support for prediction and synthesis to use the model to infer continuation of the pattern; (4) support for change detection to detect anomalies and perturbations; and (5) support for physics-based interpretation to infer system properties from appearance. In recent years, computer vision has undergone a metamorphosis with classic algorithms adaptingto new trends in deep learning. This text provides a tour of algorithm evolution including patternrecognition, segmentation and synthesis. We consider the general relevance and prominence of visual pattern analysis and applications that rely on computational models.
Dieses Buch befasst sich mit der Überlagerung der realen Welt durch computergenerierte virtuelle Objekte. Die drei grundlegenden Bausteine dieser Erweiterten Realität, Darstellung, Tracking und Benutzerinter...
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ISBN:
(数字)9783642141799
ISBN:
(纸本)9783642141782
Dieses Buch befasst sich mit der Überlagerung der realen Welt durch computergenerierte virtuelle Objekte. Die drei grundlegenden Bausteine dieser Erweiterten Realität, Darstellung, Tracking und Benutzerinteraktion, werden Schritt für Schritt eingeführt und miteinander in Zusammenhang gebracht. Übungen vertiefen den Stoff. Ein Überblick über existierende Anwendungen aus Forschung und Industrie rundet das Thema ab und gibt Anregungen für eigene Systeme. Ein Ausblick auf mögliche weitere Entwicklungen und Probleme schließt das Buch.
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