classic | mobile
Follow us on:
Follow us on Facebook  Share via Twitter  Share via LinkedIn
 

Search...
Hi-Tech Security Solutions Business Directory
Residential Estate Security Handbook 2018


Deepening the value of surveillance
September 2017, Residential Estate (Industry), CCTV, Surveillance & Remote Monitoring, Cyber Security

Deep Learning has swept through the IT industry, bringing benefits and better classifications to a number of applications. Inspired by the way the human brain works, the technology uses a layered learning process to enable the computer to classify, store and access data, which it can then refer to for learning.

This means it can use a whole image for recognition, rather than relying on separate elements of that image. This is a cumulative process – the more elements it has to draw on, the better the classification – thus, the better the ‘learning’.

The benefits of this technology for face recognition and image classification makes it valuable in the field of security. It touches on every aspect of the security industry – from facial and vehicle detection to behaviour analysis. This, in turn, starts to change the focus of security from being reactive to being able to predict problems before they happen.

Hikvision has used this technology and created a family of products to maximise its use. The DeepInview IP camera range and the DeepInmind NVR range work together to provide all the power and benefits of Deep Learning. While the cameras provide the smart ‘eyes’ of the system, the NVR represents the analytic and storage capabilities of the brain. The products help to tackle security on two fronts – recognition, monitoring and counting of people, and recognition and detection of vehicles. This uses Deep Learning technology at its most effective, for its ability to classify and recognise thousands of features.

Obviously, this multi-layered approach uses a lot of memory and CPU performance, which is one of the reasons the technology has become more widespread in the past few years. To put this into perspective, in the first stages of the technology, it took 1000 devices with 16 000 CPUs to simulate a neural network. Now, just a few GPUs are needed.

Hikvision is partnering with the largest of the chipset brands – Intel and NVIDIA – to explore the possibilities of Deep Learning for the surveillance industry. Hikvision’s innovation also facilitates and improves on this – the H.265+ codec radically reduces transmission bandwidth and data storage capacity requirements. This means there’s no loss of quality, even though the data being shared and stored is exponentially higher.

Applications are numerous. The technology could enable the system to provide a black list/white list alarm, for example, which could come in very handy in access control scenarios. It could also be used to recognise unusual behaviour – possibly allowing security staff to prevent an issue if people are found loitering, for example.

The new premium range of products will further extend the quality and capabilities of security systems. They will also allow security professionals to start planning to avoid issues, rather than reacting to them. This could be the next evolution of the whole industry – using AI to change the world.

For more information see How Deep Learning Benefits the Security Industry at www.hikvision.com/en/Press-Release-details_74_i1515.html (short URL: securitysa.com/*hv74).

For more information contact Hikvision South Africa, +27 (0)10 035 1172, support.africa@hikvision.com, www.hikvision.com.


Credit(s)
  Share via Twitter   Share via LinkedIn      

Further reading:

  • Managing who, what and why
    November 2018, Technews Publishing, This Week's Editor's Pick, Cyber Security
    Today’s access control isn’t only concerned with who has access, but also what has access, why they need it and what they are doing with it.
  • Physical/logical convergence
    November 2018, Technews Publishing, This Week's Editor's Pick, Cyber Security, Integrated Solutions, IT infrastructure
    The convergence between physical and logical (or cyber) security will be a game-changer because it will change the way we do everything, from planning to design and all the way to installation and maintenance.
  • Panasonic’s Face Recognition Server
    November 2018, Panasonic South Africa, Access Control & Identity Management, CCTV, Surveillance & Remote Monitoring, Products
    Panasonic has adopted deep learning technology in its face recognition products that overcomes the difficulties of conventional technologies.
  • Your face tells a story
    November 2018, Technews Publishing, Access Control & Identity Management, CCTV, Surveillance & Remote Monitoring, Government and Parastatal (Industry)
    Facial recognition has advanced to the point where it can be rolled out over large areas and accuracy is no longer a hit-and-miss affair.
  • They sure don’t make them like they used to
    November 2018, Technews Publishing, Access Control & Identity Management, CCTV, Surveillance & Remote Monitoring, Integrated Solutions
    The latest offerings in the market with respect to doorbells and intercoms, and what functionality they offer.
  • Video-based parking management
    November 2018, Access Control & Identity Management, CCTV, Surveillance & Remote Monitoring, Integrated Solutions
    Using surveillance video for vehicle counting improves parking management at an attractive cost and limited installation hassles.
  • Using tomorrow’s tools to solve ­today’s security problems
    November 2018, Access Control & Identity Management, Cyber Security, Integrated Solutions
    It is the companies that are already investing in tomorrow’s tools to solve today’s problems that will survive the ongoing onslaught to circumvent security solutions.
  • Integrated security and event management
    November 2018, Johnson Controls, Access Control & Identity Management, CCTV, Surveillance & Remote Monitoring, Integrated Solutions
    High-end central London multi-zone development chooses Tyco Security Products’ C•CURE 9000 Security and Event Management system.
  • Hospital adopts integrated solution
    November 2018, Bosch Building Technologies, Access Control & Identity Management, CCTV, Surveillance & Remote Monitoring, Fire & Safety, Integrated Solutions, Healthcare (Industry)
    Adana sets the standard for patient safety in a system marked by low overall cost of ownership, maintenance costs, and failure rate.
  • NEC XON talks Industry 4.0 and disruption
    November 2018, Technews Publishing, This Week's Editor's Pick, Cyber Security, Integrated Solutions, Conferences & Events, Training & Education
    NEC XON held its seventh annual summit at Sun City in October this year in which it focused on the Fourth Industrial Revolution (IR4) and how it would disrupt the status quo.
  • Optimal selection of CCTV operators
    November 2018, Leaderware, This Week's Editor's Pick, CCTV, Surveillance & Remote Monitoring, Security Services & Risk Management
    Technology is often seen as the primary factor in the success of CCTV surveillance control rooms, yet Dr Craig Donald has seen new control rooms with the most up-to-date technology fail.
  • Our dependence on cyber-connectivity
    November 2018, Technews Publishing, This Week's Editor's Pick, Cyber Security, Government and Parastatal (Industry)
    The health, safety, security, economic well-being of citizens, effective functioning of government and perhaps even the survival of the industrialised world relies heavily upon interconnected critical systems.

 
 
         
Contact:
Technews Publishing (Pty) Ltd
1st Floor, Stabilitas House
265 Kent Ave, Randburg, 2194
South Africa
Publications by Technews
Dataweek Electronics & Communications Technology
Electronic Buyers Guide (EBG)

Hi-Tech Security Solutions
Hi-Tech Security Business Directory (HSBD)

Motion Control in Southern Africa
Motion Control Buyers’ Guide (MCBG)

South African Instrumentation & Control
South African Instrumentation & Control Buyers’ Guide (IBG)
Other
Terms & conditions of use, including privacy policy
PAIA Manual
         
    Mobile | Classic

Copyright © Technews Publishing (Pty) Ltd. All rights reserved.