Design and implementation of an intelligent vision and sorting system
#1

The design and implementation of an intelligent machine vision and sorting system is described in this article. It can be applied to sort objects in an industrial environment. The sorting systems generally work based on the geometry driven the textural components of the object. The textural analysis of pixel content is used as the methodology in this project. An an artificial neural network is used to perform the recognition task. The methods like the fuzzy logic and support vector machines were also available but the neural network was preferred because of its relative simplicity. The communication between the main computer running the intelligent recognition system and the remote robot control computer located in a plant environment is implemented through bluetooth. Image of the objects is taken and compressed before using them for the feature vectors extraction by using principal component analysis. This compressed data transmitted via the Bluetooth channel to the remote control computer for recognition by the neural network. It also performs the task of recognition and the robot control computer is sent a control signal. The computer then guides the robot arm to place the object in an allocated position. The performance analysis of the proposed intelligent vision and sorting system is done under different conditions and the favourable points in the outcome are relatively immune to noise, capacity to generalize , fault tolerance etc.

Get the report here:
http://ir.dut.ac.za/handle/10321/494
Reply

Important Note..!

If you are not satisfied with above reply ,..Please

ASK HERE

So that we will collect data for you and will made reply to the request....OR try below "QUICK REPLY" box to add a reply to this page
Popular Searches: design and implementation of atm knockout switch, industrial object sorting robot with colour identification, report on coin sorting machine, sorting algorithm, object sorting robot pdf, design and implementation of wireless technology, object sorting robot on color,

[-]
Quick Reply
Message
Type your reply to this message here.

Image Verification
Please enter the text contained within the image into the text box below it. This process is used to prevent automated spam bots.
Image Verification
(case insensitive)

Possibly Related Threads...
Thread Author Replies Views Last Post
  FPGA-Based Embedded System Implementation of Finger Vein Biometrics seminar project explorer 3 4,449 20-06-2016, 05:09 PM
Last Post: computer science crazy
  Implementation Issues in Spectrum Sensing for Cognitive Radios seminar surveyer 3 3,640 16-03-2015, 02:23 PM
Last Post: seminar report asees
  Seminar Report on Night Vision Technologies computer girl 2 4,692 05-07-2014, 09:17 PM
Last Post: Guest
  IMPLEMENTATION OF SRAM USING MICRO WIND TOOL projectsofme 2 2,712 11-04-2013, 10:53 AM
Last Post: computer topic
  BIT for Intelligent System Design Electrical Fan 2 2,712 13-02-2013, 10:27 AM
Last Post: seminar details
  Implementation of Obstacle Avoidance and ZigBee Control Functions for Omni Directiona seminar class 3 2,832 12-02-2013, 09:16 AM
Last Post: Guest
  IMPLEMENTATION OF ALGORITHM FOR DIAGNOSIS OF ECG WAVEFORM USING MATLAB. seminar class 3 3,689 07-02-2013, 10:33 AM
Last Post: Guest
  Design & Development of a GSM Based Vehicle Theft Control System seminar class 9 11,418 29-11-2012, 01:15 PM
Last Post: seminar details
  Improved Design of High-Performance Parallel Decimal Multipliers seminar-database 1 1,923 29-11-2012, 12:34 PM
Last Post: seminar details
  INTELLIGENT TRANSPORTATION SYSTEMS hari.k.s 2 1,459 16-11-2012, 01:04 PM
Last Post: seminar details

Forum Jump: