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Kniha Performance Evaluation Software Bahadir Karasulu

Performance Evaluation Software

Autor: Bahadir Karasulu, Serdar Korukoglu
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 147 Kč
Performance Evaluation Software: Moving Object Detection and Tracking in Videos introduces a softwar...

Informace o knize

Autor
Bahadir Karasulu, Serdar Korukoglu
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2013
Stránek
92
EAN
9781461465331
ISBN
1461465338
Enbook ID
01428572
Vydavatel
Springer, Berlin
Hmotnost
154
Rozměry
155 x 235 x 6

Kompletní popis

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.

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