NDLI: Behavior monitoring for assistive environments using multiple views

Content Provider	Springer Nature Link
Author	Kosmopoulos, Dimitrios I.
Copyright Year	2010
Abstract	This work presents an approach to behavior understanding using multiple cameras. This approach is appropriate for monitoring people in an assistive environment for the purpose of issuing alerts in cases of abnormal behavior. The output of multiple classifiers is used to model and extract abnormal behavior from both the target trajectory and the target short-term activity (i.e., walking, running, abrupt motion, etc.). Spatial information is obtained after an offline camera registration using homography information. The proposed approach is verified experimentally in an indoor environment. The experiments are performed with a single moving target; however, the method can be generalized to multiple moving targets, which may occlude each other, due to the use of multiple cameras.
Starting Page	115
Ending Page	123
Page Count	9
File Format	PDF
ISSN	16155289
Journal	Universal Access in the Information Society
Volume Number	10
Issue Number	2
e-ISSN	16155297
Language	English
Publisher	Springer-Verlag
Publisher Date	2010-07-11
Publisher Place	Berlin, Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Behavior monitoring Homography SVM Hidden Markov model User Interfaces and Human Computer Interaction Computers and Society Business Information Systems Information Systems Applications (incl.Internet) Computer Communication Networks Information Storage and Retrieval
Content Type	Text
Resource Type	Article
Subject	Computer Networks and Communications Information Systems Human-Computer Interaction Software

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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
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
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6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
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