Video processing on dsp

14
Dharmendra Savaliya 14mece05

Transcript of Video processing on dsp

Page 1: Video processing on dsp

Dharmendra Savaliya

14mece05

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MATLAB

CCS

TMS320 Family

Application

Reference

A vision based project has an image acquisition device like a webcam as its eyes. Then we need a processor that can make sense out of those captured images and actuators. One key point to note is that Image Processing has huge computational requirements, and it is not possible to run an image processing code directly on a small microcontroller. Hence, for our purpose, the simplest approach would be to run the code on a computer, which has a webcam connected to it to take the images, and the robot is controlled by the computer via serial or parallel port. The code is written in a software that provides the tools for acquiring images, analyzing the content in the images and deriving conclusions. MATLAB is one of the many such software available which provide the platform for performing these tasks.

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Imaq.videodevice

vid=videoinput('winvideo',1, ‘RGB_160x120')

preview(vid)

vision.VideoPlayer

Vision.shapeinserter

Vision.textinserter

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-Modeling/designing dynamic systems (including nonlinear dynamics) -Modeling/designing control systems (including nonlinear controllers and plants) -Signal processing design/simulation

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Colour detection and tracking on matlab

Making Static Shape

Making Dynamic Shape as per our requirement

Remote accessing

Playing Games

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CCS is TI’s proprietary IDE that provides a transition

between a high-level DSP program and an on-board

machine language program. It is used to:

Generate programs for the C6713 DSP using C language,

Load them into the DSK,

Run them,

Monitor program execution.

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1.Software development tools such as assembler, linkers , simulators and compilers

2.DSP boards for software development and testing before target DSP hardware is available

3.Hardware testing tool such as emulator and logic analyzers.

4.Development assistance such as application libraries , real time debugging hardware available

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The Texas Instruments C6713 DSK platform, which can be programmed using SIMULINK.

This gives us added advantage of easily writing codes on MATLAB and implementing it on the DSP processors.

Based on a very-long-instruction-word (VLIW) architecture, the C6x is considered to be TI’s most powerful processor.

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Medical Imaging

Object Recognition

Color Image Processing

Industrial Machine Vision for product assembly

Automated Target detection and tracking

Finger Print, Facial Recognition Systems

Robotic Vision

Autonomous robots and autonomous vehicles

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[1]. MATLAB Documentation: http://www.mathworks.com/help/techdoc/

[2] Texas Instruments, TMS320C6713B, Floating-Point Digital Signal Processors, Data Sheet,Dallas, TX, June 2006

[3] D. R. Brown III, 2009 Workshop on Digital Signal Processing and Applications with the TMS320C6713

http://spinlab.wpi.edu/courses/dspworkshop/dspworkshop_part1_2009.pdf