- People counter
A people counter is a device used to measure the number and direction of people traversing a certain passage or entrance per time unit. The resolution of the measurement is entirely dependent on the sophistication of the technology employed. The device is often used at the entrance of a building so that the total number of visitors can be recorded. Many different technologies are used in people counter devices, such as
infrared beams,computer vision andthermal imaging .Reasons for people counting
There are various reasons for counting people, the most common of which are:
Retail Intelligence
Use of people counting systems in the retail environment is necessary to calculate the Conversion Rate, i.e. the percentage of a store's visitors that makes purchases. This is the key performance indicator of a store's performance and is far superior to traditional methods, which only take into account sales data. Traffic counts and conversion rates together tell you how you got to your sales. i.e. if year-over-year sales are down: did fewer people visit my store, or did fewer people buy? Although traffic counting is widely accepted as essential for retailers, it is estimated that less than 25% of major retailers track traffic in their stores. [cite web | author = HeadCount Corporation | url = http://www.headcount.com/whytrack/index.htm | title = Why Track Traffic | publisher = HeadCount Corporation | language = English | accessdate = 2007-05-30 ]
Planning of Staffing
Since staff requirements are often directly related to density of visitor traffic, accurate visitor counting is essential in the process of optimizing staff shifts.
Planning of Service Activities
Services such as cleaning and maintenance typically must be done when traffic is at its lowest or, occasionally, at a certain level. Planning of these activities necessitates accurate people counting.
afety
For many locations it is essential to know how many people are inside the building at any given time, so that in the event of an evacuation they can all be accounted for. This can only be automated with the use of extremely accurate people counting systems.
Evidence of Resource Usage
Many public organizations use visitor counts as evidence when making applications for finance. In cases where tickets are not sold, such as in museums and libraries, counting is often required to be automated.
Measuring Marketing Effectiveness
Many shopping center marketing professionals rely on visitor statistics to measure their marketing. Quite often shopping center owners measure marketing effectiveness with sales. A trend has been to include visitor statistics to scientifically measure marketing effectiveness. Marketing metrics such as CPM (Cost Per Thousand) and SSF (Shoppers per Square Foot) are becoming very useful key performance indicators.
Technologies
Modern people counting systems use many different technologies, each with its own advantages and disadvantages. The main types are listed below.
Tally counter
"Main article:
Tally counter "A hand-held tally-counter, sometimes called a clicker-counter, would be used; one press per person. To reset the counter, one would have to turn a knob, resetting most counters' display to "0000".
Infrared Beams
The simplest form of counter is a single, horizontal
infrared beam across an entrance which is typically linked to a small LCD display unit at the side of the doorway or can also be linked to a PC or send data via wireless links and GPRS. Such a beam counts a 'tick' when the beam is broken, therefore it is normal to divide the 'ticks' by two to get visitor numbers. Dual beam units are also available from some suppliers and can provide low cost directional flow 'in' and 'out' data. Accuracy depends highly on the width of the entrance monitored and the volume of traffic.Vertical beams are somewhat more accurate than horizontal, with accuracies of over 90% possible if the beams are very carefully placed. Typically they do not give 'in and out' information, although some directional beams do exist.
Advantages:
* Inexpensive
* Simple to fitDisadvantages:
* Most sensors are limited to non-directional counts
* Can't discern people walking side-by-side
* Cannot count high volume, uninterrupted traffic
* High potential to become blocked by people standing in an entrance or by merchandise or displaysComputer Vision
Computer vision represents the state-of-the-art system for people counting. These typically use either aclosed-circuit television camera or IP camera to feed a signal into a computer or embedded device. Some computer vision systems have integrated links to database systems and retailpoint of sale systems.Accuracy varies between systems and installations as background information needs to be digitally removed from the scene in order to recognize, track and count people. This means that CCTV based counters are vulnerable to light level changes and shadows, which can lead to inaccurate counting. If light levels are constant then high accuracy can be achieved, but counting at street level entrances, for example, can be inconsistent when sunlight shines into the view and then clouds move in front of the sun and the view then darkens. Sophisticated algorithms must be implemented to compensate for this behavior.
Advantages:
* High accuracy, in correct conditions sometimes over 98% Fact|date=December 2007
* Directional information
* Flexible in customization
* Integration with other systemsDisadvantages:
* Higher cost than beam systems
* Less simple implementation than beam systems
* Accuracy can be affected by differing light levelsThermal Imaging
Thermal imaging systems use sensors which detect heat sources, rather than using cameras as in computer vision systems. These systems are typically implemented using embedded technology.
Advantages:
* High accuracy
* Directional information
* Not affected by differing light levels
* Can count in complete darkness
* None intrusive usually ceiling mountedDisadvantages:
* Higher cost than beam systems
* Less simple implementation than beam systemsSynthetic Intelligence
This system employs multiple IR transceivers to create a count zone at ankle height. The artificial intelligence counters function in a similar way to the human brain, in other words, each event is evaluated in terms of features to determine the correct outcome i.e. count per direction. As a person passes the count zone a pattern is generated. The onboard processor extracts the features of the pattern and based on what it has been taught makes a decision regarding the event by brute force calculation.
Advantages:
* Accuracy of 96% or higher Fact|date=February 2008
* Directional information
* Discriminates between human and non-human objects
* Sensors can count in outdoor environments
* Can count in all lighting conditions
* Can count in complete darknessDisadvantages:
* Larger, more obtrusive design than other types of sensing technology.
* High potential to become blocked by people standing in an entrance or by merchandise or displays.
* Cannot count high volume, uninterrupted trafficReferences
External links
* [http://www.checkcountservice.com/why-visitor-counting.asp 'CheckPoint Systems' 'Why do I need Visitor Counting?']
* [http://www.headcountsystems.com"HeadCount Systems" "The benchmark of people counting systems."]
* [http://www.headcount.com/connections1.pdf Don Anderson, "Does Your Advertising Work" "Retail Connections", 2005.]
* [http://www.headcount.com/connections2.pdf Don Anderson, "Why Count Customers" "Retail Connections", 2004.]
* [http://www.canada.com/edmontonjournal/news/business/story.html?id=d18b6858-4768-4d72-b1a5-c43bb34db71f Ron Chalmers, "Studying patterns improves sales" "Edmonton Journal", 2006.]
* [http://www.albertaventure.com/abventure_4703.html?doc_id=6900 Scott Messenger, "Counter Intelligence" "Alberta Venture", Vol. 09 Issue 08 2006.]
* [http://www.headcount.com/countingnumbers.pdf Denise Deveau, "Counting on Numbers" "Canadian Retailer" Jan.-Feb. 2007 pp. 27-8.]
* [http://www.canada.com/ottawacitizen/news/business/story.html?id=234e0af7-df3e-44a5-a9ba-d216ec3e4c7b&k=94479 Daniel Drolet "Traffic counting can help stores track down lost customers", "Ottawa Citizen" June 2007.]
* [http://www.canada.com/nationalpost/financialpost/story.html?id=7320104c-184a-4703-9350-65c36534dc5a&p=1 Hollie Shaw "Converting retail browsers into buyers", "National Post" July 2007.]
* [http://www.thespec.com/article/222571 Lisa Grace Marr "Not just browsing: Traffic counting analysis can produce a big leap in retailers' sales" "The Hamilton Spectator" July 2007.]
* [http://www.ismretail.com/index.php?option=com_jambozine&layout=article&view=page&aid=6978&Itemid=99999999 Laurie Pasquerell "Traffic Counting Improves Conversion Rates" "Integrated Solutions for Retailers" January 2007.]
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