DocumentCode
2136534
Title
Temporal multi-modal mean
Author
Azmat, Shoaib ; Wills, Linda ; Wills, Scott
Author_Institution
Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
fYear
2012
fDate
22-24 April 2012
Firstpage
73
Lastpage
76
Abstract
A temporal reasoning technique is presented for scene analysis. Rather than simply classifying everything in a scene as either dynamically moving foreground or long-lasting, stationary background, a temporal model is used to place each scene object in time relative to each other. It attributes each scene object with temporal information, such as object age and observability (i.e., how often it is observed). This technique provides richer information about temporal scene events than traditional foreground/background segmentation. It builds on an existing low-cost adaptive background modeling technique that makes it suitable for embedded, real-time platforms.
Keywords
image classification; image motion analysis; natural scenes; object detection; temporal reasoning; adaptive background modeling technique; dynamically moving foreground; embedded real-time platform; scene analysis; scene object; stationary background; temporal information; temporal multimodal mean; temporal reasoning technique; temporal scene events; Adaptation models; Cognition; Color; Computational modeling; Heuristic algorithms; Image color analysis; Observability; Multimodal mean; background modeling; scene analysis; temporal reasoning;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Analysis and Interpretation (SSIAI), 2012 IEEE Southwest Symposium on
Conference_Location
Santa Fe, NM
Print_ISBN
978-1-4673-1831-0
Electronic_ISBN
978-1-4673-1829-7
Type
conf
DOI
10.1109/SSIAI.2012.6202456
Filename
6202456
Link To Document