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Shawn Graham, Scott Weingart, and Ian Milligan

In this lesson you will first learn what topic modeling is and why you might want to employ it in your research. You will then learn how to install and work with the MALLET natural language processing toolkit to do so.

edited by

  • Adam Crymble

reviewed by

  • John Fink
  • Alan MacEachern

published

2012-09-02

modified

2018-05-19

difficulty

Medium

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A system using VCA can recognize changes in the environment and even identify and compare objects in the database using size, speed, and sometimes colour. The camera's actions can be programmed based on what it is "seeing". For example; an alarm can be issued if an object has moved in a certain area, or if a painting is missing from a wall, or if a smoke or fire is detected, or if running people are detected, or if fallen people are detected and if someone has spray painted the lens, as well as video loss, lens cover, defocus and other so called camera tampering events. [ Open Sneakers in White and Silver Calfskin Valentino t3g1Canc6
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VCA analytics can also be used to detect unusual patterns in an environment. The system can be set to detect anomalies in a crowd, for instance a person moving in the opposite direction in airports where passengers are supposed to walk only in one direction out of a plane or in a subway where people are not supposed to exit through the entrances. Geothrasher Leathertrimmed Suede Sneakers Rick Owens DGy25

VCA can track people on a map by calculating their position from the images. It is then possible to link many cameras and track a person through an entire building or area. This can allow a person to be followed without having to analyze many hours of film. Currently the cameras have difficulty identifying individuals from video alone, but if connected to a key-card system, identities can be established and displayed as a tag over their heads on the video. [ Greek patterned dress Versace Collection aULn5K
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There is also a significant difference in where the VCA technology is placed, either the data is being processed within the cameras (on the edge) or by a centralized server. Both technologies have their pros and cons. [109]

A facial recognition system is a computer application for automatically identifying or verifying a person from a digital image or a video frame from a video source. One of the ways to do this is by comparing selected facial features from the image and a facial database . [ Haddie 3 Laser Cut Metallic Sneaker Gentle Souls nsQobs6Uk
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Carolinas Federal charges won’t be filed against former APD officer in bodycam footage
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ASHEVILLE, N.C. (WLOS) — The U.S. Attorney’s Office announced Friday that federal charges will not be filed against former Asheville Police Department officer Christopher Hickman, the man who appears in Mens Mxvadov1 Fitness Shoes New Balance Xjne10
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Hickman still faces multiple criminal charges in Buncombe County, including felony assault by strangulation, misdemeanor assault inflicting serious injury and misdemeanor communicating threats .

The charges stem from the August 25, 2017, arrest of pedestrian Johnnie Rush. Preowned Leather low trainers Neil Barrett WTKFDTKn7i
.
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When Rush tried to run, the video shows Hickman brought him down and repeatedly punched him in the head.

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