عنوان

Performance evaluation software

شابک

1461465346 (electronic bk.)

شابک

9781461465348 (electronic bk.)

شابک اشتباه

9781461465331

شماره

dltt

عنوان اصلي

Performance evaluation software

نام عام مواد

[Book]

ساير اطلاعات عنواني

moving object detection and tracking in videos /

نام نخستين پديدآور

Bahadir Karasulu, Serdar Korukoglu

محل نشرو پخش و غیره

New York, NY :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

c2013

نام خاص و کميت اثر

1 online resource

عنوان فروست

SpringerBriefs in computer science,

شاپا ي ISSN فروست

2191-5768

متن يادداشت

Includes bibliographical references and index

متن يادداشت

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

عنوان

OhioLINK electronic book center (Online)

عنوان

SpringerLink

موضوع مستند نشده

Digital video

موضوع مستند نشده

Image processing-- Digital techniques

موضوع مستند نشده

Pattern recognition systems

شماره

ويراست

شماره رده

شماره رده

نشانه اثر

نشانه اثر

مستند نام اشخاص تاييد نشده

Karasulu, Bahadir

مستند نام اشخاص تاييد نشده

Korukoglu, Serdar

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network

تاريخ عمليات

20130703153618.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y