NDLI: Moving Object Detection for Real-Time Applications

Content Provider	IEEE Xplore Digital Library
Author	Maddalena, L. Petrosino, A.
Copyright Year	2007
Description	Author affiliation: Nat. Res. Council, Naples (Maddalena, L.)
Abstract	Detection of moving objects in video streams is the first relevant step of information extraction in many computer vision applications. Aside from the intrinsic usefulness of being able to segment video streams into moving and background components, detecting moving objects provides a focus of attention for recognition, classification, and activity analysis, making these later steps more efficient. We present some extensions to the method for moving object detection presented in H. Fujiyoshi and T. Kanade, (2004). Our main contributions are related to the pre-processing of intermediate results (transience maps), aimed at enhancing the accuracy of detection results, and to the parallelization of some of the most computationally intensive steps using SSE2 instructions, in order to enhance efficiency and allow for real-time applications.
Starting Page	542
Ending Page	547
File Size	175125
Page Count	6
File Format	PDF
ISBN	9780769528779
DOI	10.1109/ICIAP.2007.4362834
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-09-10
Publisher Place	Italy
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Object detection Streaming media Image motion analysis Optical computing Computer vision Application software Optical sensors Layout Data mining Concurrent computing
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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