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Intelligent Video Surveillance Systems An Algorithmic Approach - Maheshkumar H Kolekar 2018 PDF Chapman and Hall/CRC BOOKS EQUIPMENT
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Intelligent Video Surveillance Systems An Algorithmic Approach
Author: Maheshkumar H Kolekar
Year: 2018
Pages: 208
Format: PDF
File size: 10.1 MB
Language: ENG



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Book Description: "Intelligent Video Surveillance Systems: An Algorithmic Approach" provides a comprehensive overview of the techniques used in video surveillance, including object detection, tracking, and human activity understanding. The book begins by discussing the fundamental principles of video processing and the challenges associated with visual monitoring, such as the use of multiple cameras and moving cameras. It then delves into more advanced topics like face detection, trajectory analysis, and object classification, highlighting the potential of algorithmic approaches to address privacy concerns.
«Интеллектуальные системы видеонаблюдения: алгоритмический подход» предоставляет всесторонний обзор методов, используемых в видеонаблюдении, включая обнаружение объектов, отслеживание и понимание человеческой деятельности. Книга начинается с обсуждения фундаментальных принципов обработки видео и проблем, связанных с визуальным мониторингом, таких как использование нескольких камер и движущихся камер. Затем он углубляется в более продвинутые темы, такие как обнаружение лиц, анализ траектории и классификация объектов, подчеркивая потенциал алгоритмических подходов для решения проблем конфиденциальности.
« Systèmes intelligents de vidéosurveillance : une approche algorithmique » fournit un aperçu complet des méthodes utilisées en vidéosurveillance, y compris la détection d'objets, le suivi et la compréhension des activités humaines. livre commence par une discussion sur les principes fondamentaux du traitement vidéo et les problèmes liés à la surveillance visuelle, tels que l'utilisation de plusieurs caméras et caméras mobiles. Il explore ensuite des sujets plus avancés tels que la détection de visages, l'analyse de trajectoire et la classification des objets, soulignant le potentiel des approches algorithmiques pour résoudre les problèmes de confidentialité.
«stemas inteligentes de videovigilancia: un enfoque algorítmico» ofrece una visión general completa de las técnicas utilizadas en la videovigilancia, incluyendo detección de objetos, seguimiento y comprensión de la actividad humana. libro comienza con una discusión sobre los principios fundamentales del procesamiento de video y los problemas relacionados con el monitoreo visual, como el uso de múltiples cámaras y cámaras en movimiento. Luego se profundiza en temas más avanzados como la detección de rostros, el análisis de trayectoria y la clasificación de objetos, destacando el potencial de los enfoques algorítmicos para resolver problemas de privacidad.
«stemas Inteligentes de Vigilância: Abordagem Algoritmica» fornece uma visão completa dos métodos utilizados na vigilância, incluindo detecção de objetos, rastreamento e compreensão das atividades humanas. O livro começa com a discussão de princípios fundamentais para o processamento de vídeos e problemas relacionados com o monitoramento visual, como o uso de várias câmeras e câmeras em movimento. Depois, aprofundou-se em temas mais avançados, como detecção facial, análise de trajetória e classificação de objetos, enfatizando o potencial de abordagens algoritmicas para resolver problemas de privacidade.
«stemi di videosorveglianza intelligenti: approccio algoritmico» fornisce una panoramica completa dei metodi utilizzati nella videosorveglianza, inclusi il rilevamento degli oggetti, il monitoraggio e la comprensione delle attività umane. Il libro inizia con la discussione di principi fondamentali per la gestione dei video e problemi legati al monitoraggio visivo, come l'uso di più telecamere e telecamere in movimento. approfondisce poi su temi più avanzati, come l'individuazione dei volti, l'analisi della traiettoria e la classificazione degli oggetti, sottolineando il potenziale di approcci algoritmici per risolvere i problemi di privacy.
„Intelligente Videoüberwachungssysteme: ein algorithmischer Ansatz“ bietet einen umfassenden Überblick über die in der Videoüberwachung verwendeten Techniken, einschließlich Objekterkennung, Verfolgung und Verständnis menschlicher Aktivitäten. Das Buch beginnt mit einer Diskussion über die grundlegenden Prinzipien der Videoverarbeitung und die Herausforderungen, die mit der visuellen Überwachung verbunden sind, wie die Verwendung mehrerer Kameras und bewegter Kameras. Es geht dann tiefer in fortgeschrittenere Themen wie Gesichtserkennung, Trajektorienanalyse und Objektklassifizierung und unterstreicht das Potenzial algorithmischer Ansätze zur Lösung von Datenschutzproblemen.
Inteligentne systemy nadzoru wideo: Podejście algorytmiczne zapewnia kompleksowy przegląd metod stosowanych w monitoringu wideo, w tym wykrywania obiektów, śledzenia i zrozumienia działalności człowieka. Książka rozpoczyna się od omówienia podstawowych zasad przetwarzania wideo i problemów związanych z monitoringiem wizualnym, takich jak korzystanie z wielu kamer i ruchomych kamer. Następnie przechodzi do bardziej zaawansowanych tematów, takich jak wykrywanie twarzy, analiza trajektorii i klasyfikacja obiektów, podkreślając potencjał podejść algorytmicznych do rozwiązywania problemów związanych z prywatnością.
Intelligent Video Systems: An Algorymic Approach מספק סקירה מקיפה של השיטות המשמשות במעקב אחר וידאו, כולל איתור אובייקטים, מעקב והבנה של פעילות אנושית. הספר מתחיל על ידי דיון בעקרונות הבסיסיים של עיבוד וידאו ובעיות הקשורות לניטור חזותי, כמו שימוש במצלמות מרובות ובמצלמות נעות. לאחר מכן הוא מתעמק בנושאים מתקדמים יותר כגון זיהוי פנים, ניתוח מסלול וסיווג אובייקטים, תוך הדגשת הפוטנציאל של גישות אלגוריתמיות לטיפול בחששות הפרטיות.''
Akıllı Video Gözetim stemleri: Algoritmik Bir Yaklaşım, nesne tespiti, izleme ve insan aktivitesinin anlaşılması dahil olmak üzere video gözetiminde kullanılan yöntemlere kapsamlı bir genel bakış sağlar. Kitap, video işlemenin temel prensiplerini ve çoklu kameraların ve hareketli kameraların kullanımı gibi görsel izleme ile ilgili sorunları tartışarak başlıyor. Daha sonra, yüz algılama, yörünge analizi ve nesne sınıflandırması gibi daha ileri konulara girerek, gizlilik kaygılarını ele almak için algoritmik yaklaşımların potansiyelini vurgulamaktadır.
نظم المراقبة بالفيديو الذكية: يقدم النهج الخوارزمي نظرة عامة شاملة على الأساليب المستخدمة في المراقبة بالفيديو، بما في ذلك اكتشاف الأجسام وتتبعها وفهمها للنشاط البشري. يبدأ الكتاب بمناقشة المبادئ الأساسية لمعالجة الفيديو والمشاكل المرتبطة بالمراقبة المرئية، مثل استخدام كاميرات متعددة وكاميرات متحركة. ثم يتعمق في موضوعات أكثر تقدمًا مثل اكتشاف الوجه وتحليل المسار وتصنيف الكائن، مما يسلط الضوء على إمكانات الأساليب الخوارزمية لمعالجة مخاوف الخصوصية.
지능형 비디오 감시 시스템: 알고리즘 접근 방식은 물체 감지, 추적 및 인간 활동 이해를 포함하여 비디오 감시에 사용되는 방법에 대한 포괄적 인 개요를 제공합니다. 이 책은 비디오 처리의 기본 원리와 여러 카메라 사용 및 움직이는 카메라와 같은 시각적 모니터링과 관련된 문제에 대해 논의함으로써 시작됩니다. 그런 다음 얼굴 감지, 궤도 분석 및 객체 분류와 같은 고급 주제를 탐구하여 개인 정보 보호 문제를 해결하기위한 알고리즘 접근 방식의 잠재력을 강조합니다.
Intelligent Video Surveillance Systems:アルゴリズム的アプローチは、オブジェクトの検出、追跡、人間の活動の理解など、ビデオ監視で使用される方法の包括的な概要を提供します。本は、ビデオ処理の基本原則と、複数のカメラや移動カメラの使用などの視覚監視に関連する問題について議論することから始まります。その後、顔検出、軌道解析、オブジェクト分類などのより高度なトピックを掘り下げ、プライバシーに関する懸念に対処するアルゴリズム的アプローチの可能性を強調します。
「智能視頻監控系統:算法方法」全面概述了視頻監控中使用的技術,包括物體檢測,跟蹤和理解人類活動。本書首先討論了視頻處理的基本原理以及與視覺監控有關的問題,例如使用多個攝像頭和移動攝像頭。然後,他深入研究了更高級的主題,例如面部檢測,軌跡分析和對象分類,強調了算法方法解決隱私問題的潛力。

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