Title :
Automatic people density maps generation with use of movement detection analysis
Author :
Parzych, Marianna ; Chmielewska, Agata ; Marciniak, Tomasz ; Dabrowski, Adrian ; Chrostowska, A. ; Klincewicz, M.
Author_Institution :
Poznan Univ. of Technol., Poznan, Poland
Abstract :
The paper presents technical aspects related to the video computer analysis of people movement in the sales rooms. Automatic generation of the people density maps (also referred to as the “heat maps”) is helpful for the analysis of customers´ and employees´ behavior in sale and office rooms advertising effectiveness research or tracking movements. Generation of the density maps was realized with the video recordings acquired by typical video surveillance cameras. Data processing was done off-line but the achieved processing time allows the real-time implementation. Experimental tests were carried out at several points of the customer services.
Keywords :
advertising data processing; behavioural sciences; customer services; data handling; image motion analysis; video cameras; video surveillance; advertising effectiveness research; automatic people density map generation; customer behavior analysis; customer services; data processing; employee behavior analysis; heat maps; movement detection analysis; office rooms; sale rooms; video computer analysis; video recordings; video surveillance cameras; Cameras; Computer vision; Heating; Image color analysis; Image motion analysis; Optical imaging; Video sequences; behavior analysis; crowd analysis; density (heat) maps; people tracking;
Conference_Titel :
Human System Interaction (HSI), 2013 The 6th International Conference on
Conference_Location :
Sopot
Print_ISBN :
978-1-4673-5635-0
DOI :
10.1109/HSI.2013.6577798