NDLI: The arithmetic of tracking before detecting of dim infrared targets based on particle filter

Content Provider	IEEE Xplore Digital Library
Author	Ji Qingbo Yang Yang
Copyright Year	2010
Description	Author affiliation: School of Automation Science and Electrical Engineering, Beihang University, beijing, china (Ji Qingbo) \|\| Information and Communication Engineering College, Harbin Engineering University, Heilongjiang, China (Yang Yang)
Abstract	Aiming at the detecting and tracking of the moving dim target with low SNR, this paper puts forward a new arithmetic of tracking before detecting based on particle filter (TBD-PF). The arithmetic proceeds background suppression with mathematical morphology filter firstly, and then estimates the state of the target using the arithmetic of particle filter. A threshold value is set when sampling newborn particles in the processing of tracking, and it not only improves the quality of particles but also reduces computation cost. The method of the hypothetic test of likelihood ratio is used to decide whether the target exists in the processing of detection. Finally, we obtain the track and detecting probability of the target. The excellent detecting capability and tracking precision of this presented arithmetic are well verified by the results of the simulation which utilizes the realistic infrared images with different SNR.
Starting Page	229
Ending Page	234
File Size	518183
Page Count	6
File Format	PDF
ISBN	9781424467358
e-ISBN	9781424467372
e-ISBN	9781424467365
DOI	10.1109/PRIMEASIA.2010.5604918
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-09-22
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Target tracking Bayesian methods Particle filters Image sequences Mathematical model Signal to noise ratio
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
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
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
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
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in