Handbook on soft computing for video surveillance /

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"Preface Video surveillance is the area of computer science devoted to real-time acquisition, processing, and management of videos coming from cameras installed in public and private areas, in order to automatically understand events happening at the monitored sites, eventually setting up an al...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Pal, Sankar K., Petrosino, Alfredo, Maddalena, Lucia
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, ©2012.
Colección:Chapman & Hall/CRC cryptography and network security.
Temas:
Soft computing.
Video surveillance.
Image processing.
Pattern recognition systems.
Informatique douce.
Vidéosurveillance.
Traitement d'images.
Reconnaissance des formes (Informatique)
image processing.
COMPUTERS > Machine Theory.
MATHEMATICS > Applied.
TECHNOLOGY & ENGINEERING > Imaging Systems.
COMPUTERS > Enterprise Applications > Business Intelligence Tools.
COMPUTERS > Intelligence (AI) & Semantics.
Image processing
Pattern recognition systems
Soft computing
Video surveillance
Acceso en línea:Texto completo
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Tabla de Contenidos:
  • 1. Introduction to video surveillance systems / Tomi D. Räty
  • 2. The role of soft computing in image analysis : rough-fuzzy approach / Alessio Ferone, Sankar K. Pal, and Alfredo Petrosino
  • 3. Neural networks in video surveillance : a perspective view / Lucia Maddalena and Alfredo Petrosino
  • 4. Video summarization and significance of content : a review / Rajarshi Pal, Ashish Ghosh, and Sankar K. Pal
  • 5. Background subtraction for visual surveillance : a fuzzy approach / Thierry Bouwmans
  • 6. Sensor and data fusion : taxonomy, challenges, and applications / Lawrence A. Klein, Lyudmila Mihaylova, and Nour-Eddin El Faouzi
  • 7. Independent viewpoint silhouette-based human action modeling and recognition / Carlos Orrite [and others]
  • 8. Clustering for multi-perspective video analytics : a soft computing-based approach / Ayesha Choudhary, Santanu Chaudhury, and Subhashis Banerjee
  • 9. An unsupervised video shot boundary detection technique using fuzzy entropy estimation of video content / Biswanath Chakraborty, Siddhartha Bhattacharyya, and Paramartha Dutta
  • 10. Multi-robot and multi-camera patrolling / Christopher King [and others]
  • 11. A network of audio and video sensors for monitoring large environments / Claudio Piciarelli [and others].

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