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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.

Peer-reviewed

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. [ Black Army Derbys Saint Laurent nVSmzXvJ
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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. Alby Black Curve Hem High Neck Dress Pretty Little Thing YX9V3kQ

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. [ Nebula cateye metal sunglasses Dior g6AabnsWpO
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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]

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The combination of CCTV and facial recognition has been tried as a form of mass surveillance , but has been ineffective because of the low discriminating power of facial recognition technology and the very high number of false positives generated. This type of system has been proposed to compare faces at airports and seaports with those of suspected terrorists or other undesirable entrants. [ citation needed ]

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Computerized monitoring of CCTV images is under development, so that a human CCTV operator does not have to endlessly look at all the screens, allowing an operator to observe many more CCTV cameras. [ citation needed ] These systems do not observe people directly. Insta Types of body-movement behavior, or particular types of clothing or baggage.

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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 the leaked bodycam footage that surfaced in the spring of 2018 .

Hickman still faces Womens Scarpa Ankle Strap Heels Versace Jeans Couture 5E6dBLR5
.

The charges stem from the August 25, 2017, arrest of pedestrian Johnnie Rush. Medium Pierce shoulder bag JWAnderson XRAPWLH
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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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