Saturday, February 11, 2017
Autonomous Object Tracking and Monitoring Using Video Processing
Autonomous Object Tracking and Monitoring Using Video Processing
Object Tracking and Monitoring is about recovering objects parameters that related to its shape, position, velocity, etc. This activity could be used for many things. For example: vehicle monitoring and camera surveillance. Autonomous Object Tracking and Monitoring is about making system that simulate human intelligence to do Object Tracking and Monitoring by using Artificial Intelligence. There are two kind of technology that can be used in implementing object tracking and monitoring: Treading & Scale and Image Processing. Despite its complexness, Image Processing has better potential to recover objects parameters to a whole different level than the Treading & Scale technology.
Image Processing technology can be relativily expensive or cheap (compared to Treading & Scale) depending on how it being used. Several issues that goes along with Image Processing technology are: Artificial Intelligence complexness, quality of input device, and machine processing ability. Here, we will only talking about Video Processing and algorithm strategy to implement Autonomous Object Tracking and Monitoring.
There are at least 6 challanges that have to be faced when implementing Autonomous Object Tracking and Monitoring:
- image substraction
- background generation and update
- region finding and filtering
- associating region
- regions parameters
- vehicle identification
I will talk about them later when Im not too busy (havent I told you that Im quite bu...**cough**lazy**cough**? :P)
Available link for download
Labels:
and,
autonomous,
monitoring,
object,
processing,
tracking,
using,
video