Vai al contenuto principale della pagina

Performance evaluation software : moving object detection and tracking in videos / / Bahadir Karasulu, Serdar Korukoglu



(Visualizza in formato marc)    (Visualizza in BIBFRAME)

Autore: Karasulu Bahadir Visualizza persona
Titolo: Performance evaluation software : moving object detection and tracking in videos / / Bahadir Karasulu, Serdar Korukoglu Visualizza cluster
Pubblicazione: New York, : Springer, c2013
Edizione: 1st ed. 2013.
Descrizione fisica: 1 online resource (xv, 76 pages) : illustrations (some color)
Disciplina: 500
Soggetto topico: Digital video
Pattern recognition systems
Image processing - Digital techniques
Altri autori: KorukogluSerdar  
Note generali: "ISSN: 2191-5768."
Nota di bibliografia: Includes bibliographical references and index.
Nota di contenuto: Introduction -- Moving Object Detection and Tracking in Videos -- A Software Approach to Performance Evaluation -- Performance Measures and Evaluation -- A Case Study: People Detection and Tracking in Videos -- Conclusion.
Sommario/riassunto: Performance Evaluation Software: Moving Object Detection and Tracking in Videos introduces a software approach for the real-time evaluation and performance comparison of the methods specializing in moving object detection and/or tracking (D&T) in video processing. Digital video content analysis is an important item for multimedia content-based indexing (MCBI), content-based video retrieval (CBVR) and visual surveillance systems. There are some frequently-used generic algorithms for video object D&T in the literature, such as Background Subtraction (BS), Continuously Adaptive Mean-shift (CMS), Optical Flow (OF), etc. An important problem for performance evaluation is the absence of any stable and flexible software for comparison of different algorithms. In this frame, we have designed and implemented the software for comparing and evaluating the well-known video object D&T algorithms on the same platform. This software is able to compare them with the same metrics in real-time and on the same platform. It also works as an automatic and/or semi-automatic test environment in real-time, which uses the image and video processing essentials, e.g. morphological operations and filters, and ground-truth (GT) XML data files, charting/plotting capabilities, etc. Along with the comprehensive literature survey of the abovementioned video object D&T algorithms, this book also covers the technical details of our performance benchmark software as well as a case study on people D&T for the functionality of the software.
Titolo autorizzato: Performance evaluation software  Visualizza cluster
ISBN: 1-4614-6534-6
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910437590603321
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Serie: SpringerBriefs in computer science.