Ask Question, Ask an Expert

+1-415-315-9853

info@mywordsolution.com

Ask Electrical & Electronics Expert

There are three major steps in the project:

• Design and implement your filtering routine in MATLAB (or C) based on the provided special signals and images and ground truth data.
• Test your routine with the training images by the evaluation program.
• Performance of your routine will be tested in the class presentation with a test image by the same evaluation program.
The course project will consist of either a theoretical analysis of a digital filter or the design, programming, and simulation of a filtering algorithm for a particular application (or some combination of the two).

Potential Projects
 

Project-1 (Computer or hardware implementation, samples)

1. Develop the programs that implement several noise models (Gaussian, White, Thermal, Impulse (salt-and-pepper), Generalized Gamma dist, uniform, Rayleigh, Exponential and. Periodic). Display the results.

2. Develop a program that implements the nonlinear filters (for ex, develop the programs that implement the Positive and Negative Weighted Median Filters, Mean square error (MSE) measurement is used to evaluate the filter performance. Display the results.

3. Develop a program that implements simple linear and nonlinear filters (for ex, develop the programs that implement the Positive and Negative Weighted Median Filters Spatial Domain Filters such as Arithmetic mean,   geometric mean, Harmonic mean filter, Max and min filters, median filter, Contra-harmonic mean filter, Midpoint filter, order statistics filters, Adaptive Filters) Mean square error (MSE) measurement is used to evaluate the filter performance. Display the results.

4. Develop the programs that implement the Morphological filters.  Mean square error (MSE) measurement is used to evaluate the filter performance. Display the results.

5. Develop a program that implements an adaptive filter. Mean square error (MSE) measurement is used to evaluate the filter performance. Display the results.

6. Develop a program that implements the Alpha-trimmed and Homomorphic filters. Mean square error (MSE) measurement is used to evaluate the filter performance. Display the results.

Project-2 (Computer or hardware implementation, samples)

1. Develop a program that implements Boolean function based filters

2. Develop a program that implements simple linear/nonlinear filter banks and de-noising procedures.

3. Develop a program for computing the discrete Fourier and windowing Fourier transform of a signal. Display the results.

4. Develop a program that implements the DF based image enhancement algorithms. Display the results.

5. Develop a program that implements the DF based edge detection algorithms.  Display the results.

6. Develop a program that implements the DF based signal prediction/ extrapolation algorithms.  Display the results.

7. Develop a program that implements the Fourier transform based FIR filters, (including Cesaro, and Vallee Poussin filters), and use the program for signal filtering. Display the results.

8. Develop a program that implements the cosine transform based filters, (including Cesaro, and Vallee Poussin filters), and use the program for signal filtering. Display the results. 

Project-3 (Computer or hardware implementation, sample)

1. Develop a program that implements the second-order Peaking and Notching filters. Display the results

2. Verify (experimentally) the basic properties of the Chebyshev system. Develop a program that implements the Chebyshev filters. Display the results

3. Verify (experimentally) the basic properties of the Butterworth system.  Develop a program that implements the classical Butterworth filter. Display the results

4. Analysis of Gaussian and Butterworth Band-reject and Notch filters on Enhancing and Cleaning Noisy Images

5. The primary goal of this project is to introduce the concept of the Coordinate Logic Filter and provide exs of two applications of the filter in the area of image processing.  The first application, the majority coordinate logic filter, is described and the results of applying the filter to an image with varying paper (impulse) noise are compared.  In the last section we will see how a coordinate logic filter can be used to quickly implement an edge detection function.  Matlab will be used to execute all exs shown in this project.  Specifically it can be used to generate the noise, add the noise to the image, create the filter, apply the filter to the image, measure the filter  results, and execute the edge detection algorithm.

6. The goal of this project is to understand the fundamental principles of subband decomposition and filter banks. To help solidify the concepts learned, a simple filter bank is designed to perform basic audio equalization.

7. The purpose of this project is to investigate the utility of using a polynomial filter to improve an image’s appearance when the image is blurred or smeared in some way. (P.Fontanot and G. Ramponi, “A polynomial filter for the preprocessing of mail  address images”, IEEE Winter Workshop on Nonlinear Digital Signal Processing,  pp.2.1_6.1-2.1_6.6, 1993.N. Otsu, “A Threshold Selection Method from Gray-Level Histograms”, IEEE Trans. on Systems, Man, and Cybernetics, Vol. SMC-9, no.1, pp.62-66, Jan 1979.P.K. Sahoo, S.Soltani, Wong, Chen, “A Survey of Thresholding Techniques”, Computer Vision, Graphics and Image Processing, Vol. 41, pp.233-260, 1988.)
The purpose of these projects is to gain a practical understanding the visual phenomena of the digital filters.

Project Report and Presentation
 
Title: A Comparison of the Effectiveness of an IIR Notch Filter vs. Fourier series FIR Notch Filter on Low Frequency

Sinusoidal Noise in Images
Table of Contents

  • Abstract
  • Introduction
  • Background
  • Filter Design
  • Computer Simulations
  • Performance Evaluation
  • Conclusion
  • References
  • Matlab Code

Abstract:  Maximum 200 words.

The purpose of these projects is to gain a practical understanding the visual phenomena of the Notch Filter and Fourier filters

Introduction:  Clearly describe the nature of the problem, purpose, and contribution of the project.

Background:  It will consist of either a theoretical analysis of a digital filter or the design, programming, and simulation of a filtering algorithm for a particular application (or some combination of the two).

Filter Design:  The purpose of this project is to experiment with designing custom frequency domain filters, or masks, for filtering different kind of noises.

Computer Simulations:

1. Design and implement your filtering routine in MATLAB based on the provided special signals and   images and ground truth data.

2. Helps: Activities:  Read image and display it. Use functions imread and imagesc. Take the forward Fourier transform and display it. Use the functions fft2 and fftshift

3. Create the frequency filter image.

4. Using the function pixval of image toolbox move the mouse cursor over the magnitude spectrum of the image to determines the coordinates of the "stars" (coherent noise).

5. Use the function put_m.m to help you to put the mask (See put_m.m and put_mask on Workspace).

6. Take the inverse Fourier transform, determine the magnitude spectrum and display the result. Use functions ifft2 and ifftshift.

7. Determine the absolute difference of the two images and display the result.

Electrical & Electronics, Engineering

  • Category:- Electrical & Electronics
  • Reference No.:- M9398

Have any Question? 


Related Questions in Electrical & Electronics

Given the message accbcaab in which the probabilities of

Given the message "ACCBCAAB*", in which the probabilities of symbols are P(A) = 0.4, P(B) = 0.3, P(C) = 0.2, and P(*) = 0.1, a. find the compressed data using arithmetic coding with a precision of 10 binary digits. b. fi ...

An output interface in a switch is designed using the leaky

An output interface in a switch is designed using the leaky bucket algorithm to send 8000 bytes/s (tick). If the following frames are received in sequence, show the frames that are sent during each second. ? Frames 1, 2, ...

An euler beam element shown in the figure is under a

An Euler beam element shown in the figure is under a uniformly distributed couple, C. Calculate the equivalent nodal forces. Using a simply supported beam under a uniform couple, show that the reaction forces are equal a ...

1 in a chord network we have node n5 and key k5 is n5 the

1. In a Chord network, we have node N5 and key k5. Is N5 the predecessor of k5? Is N5 the successor of k5? 2. In a Kademlia network, the size of the identifier space is 1024. What is the height of the binary tree (the di ...

1 what is an anisotropic dielectric material2 when can an

1. What is an anisotropic dielectric material? 2. When can an effective permittivity be defined for an anisotropic dielectric material? 3. Briefly describe the phenomenon of magnetization. 4. What is a magnetic dipole? H ...

For the structure of figure 69 continue the analysis beyond

For the structure of Figure 6.9, continue the analysis beyond the quasistatic extension and obtain the input admittance correct to the third power in . Determine the equivalent circuit.

1 prove that a signal cannot be simultaneously timelimited

1. Prove that a signal cannot be simultaneously timelimited and bandlimited. 2. The signal x(t) = sin(0.7πt) cos(0.5πt) is sampled using Fs = 1 Hz to yield a discretetime signal x[n]. Next, x[n] is filtered using an idea ...

1 why is it necessary to have the minus sign associated

1. Why is it necessary to have the minus sign associated with the time rate of increase of magnetic flux on the right side of Faraday's law? 2. What is electromotive force? 3. What are the different ways in which an emf ...

A clean 15--efficient module stc 1 m2 in size has its own

A clean, 15-%-efficient module (STC), 1 m 2 in size, has its own 90% effi- cient inverter. Its NOCT is 44° C and its rated power degrades by 0.5%/° C above the 25° C STC. a. What would its STC rated power be? b. Find the ...

Election polls oversight a reflection on forecast accuracy

Election Polls Oversight: A reflection on Forecast Accuracy and Bias The media, locally and internationally, has been labeling this Election results as Unexpected, based on early predictions that did not realize. We kept ...

  • 4,153,160 Questions Asked
  • 13,132 Experts
  • 2,558,936 Questions Answered

Ask Experts for help!!

Looking for Assignment Help?

Start excelling in your Courses, Get help with Assignment

Write us your full requirement for evaluation and you will receive response within 20 minutes turnaround time.

Ask Now Help with Problems, Get a Best Answer

Section onea in an atwood machine suppose two objects of

SECTION ONE (a) In an Atwood Machine, suppose two objects of unequal mass are hung vertically over a frictionless

Part 1you work in hr for a company that operates a factory

Part 1: You work in HR for a company that operates a factory manufacturing fiberglass. There are several hundred empl

Details on advanced accounting paperthis paper is intended

DETAILS ON ADVANCED ACCOUNTING PAPER This paper is intended for students to apply the theoretical knowledge around ac

Create a provider database and related reports and queries

Create a provider database and related reports and queries to capture contact information for potential PC component pro

Describe what you learned about the impact of economic

Describe what you learned about the impact of economic, social, and demographic trends affecting the US labor environmen