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Moving Object Detection Using Background Subtraction / by Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki.
- Format:
- Book
- Author/Creator:
- Shaikh, Soharab Hossain, author.
- Saeed, Khalid (Computer scientist), author.
- Chaki, Nabendu, author.
- Series:
- Computer Science (Springer-11645)
- SpringerBriefs in computer science 2191-5768
- SpringerBriefs in Computer Science, 2191-5768
- Language:
- English
- Subjects (All):
- Optical data processing.
- Multimedia systems.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Image Processing and Computer Vision.
- Multimedia Information Systems.
- Local Subjects:
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Image Processing and Computer Vision.
- Multimedia Information Systems.
- Physical Description:
- 1 online resource (X, 67 pages) : 32 illustrations.
- Edition:
- First edition 2014.
- Contained In:
- Springer eBooks
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2014.
- System Details:
- text file PDF
- Summary:
- This Springer Brief presents a comprehensive survey of the existing methodologies of background subtraction methods. It presents a framework for quantitative performance evaluation of different approaches and summarizes the public databases available for research purposes. This well-known methodology has applications in moving object detection from video captured with a stationery camera, separating foreground and background objects and object classification and recognition. The authors identify common challenges faced by researchers including gradual or sudden illumination change, dynamic backgrounds and shadow and ghost regions. This brief concludes with predictions on the future scope of the methods. Clear and concise, this brief equips readers to determine the most effective background subtraction method for a particular project. It is a useful resource for professionals and researchers working in this field.
- Contents:
- Introduction
- Moving Object Detection Approaches, Challenges and Object Tracking
- Moving Object Detection Using Background Subtraction
- Moving Object Detection: A New Approach
- Databases for Research
- Conclusion.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-07386-6
- 9783319073866
- Access Restriction:
- Restricted for use by site license.
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