EE 5356 - Spring 2010           

Digital Image Processing                                      


Instructor: Dr.K.R.Rao

 

Department of Electrical Engineering
(Office): 530 NH
(Phone): (817)272-3478
(E-mail): rao@uta.edu
(Web site): http://www-ee.uta.edu/EEDept/Faculty/rao.htm
(Office hours): M 11AM-1200PM,  W 300-400PM 

 

 

 

 

Course Information:

 

Syllabus (2010) 01/20/09
GTA
01/20/09 
Important Updates
Spring break 15 - 19 March 2010
Final exam Thursday, 13 May 2010

 

 

 

Class Notes:

 

Solutions to problems in chapter 2
         Part1       Part2       Part3  
Chapter 4:         Note1      Note2
(changes on p. 39a)      Solutions  Leibnitz Rule  
Chapter 5:         Note        Solutions
Chapter 7:         Note1      Note2    Solutions
Chapter 8:         Notes1 
(changes on page14a,14b,20,21)  

                            Notes2(new)   
                            Notes3
(new)   

                            Notes4(new)   
                            Solutions   Fig. 5.30
/p. 268, Figs. 8.23-8.24/

                                      pp.463-464, Gonzalez & Woods, Digital Image Processing 2/E, NJ: Prentice Hall, 2002.

(04/17/07)      Problems Final(new)  Solution(new)

Chapter 11:          Notes1    Notes2   Notes3(new)   Notes4(new)     Solutions

      

 

Previous Exams:                                   

  Spring 2003

  Spring 2004

  Spring 2006

  Spring 2007

Spring 2008

Spring 2009

 

 Exam1 /  Solution

 Exam2/Solution

 Final Exam

 Exam1 /Solution

 Exam2 /Solution

 Final / Solution

 Exam1 /Solution

 Exam2 /Solution

 Final+Solution

 Exam1&Sol

 Exam2&Sol

 Final+Sol

Exam1&Sol

Exam2&Sol

Final+Sol

Exam1 /Solution

Exam2 /Solution

 

 

 

 Projects   (List of projects) (Protocol) 01/22/08

 

Project no.

Project title

Due date

1

Quantization

Fri, Feb 19, 2010

1A

Lloyd-Max Quantizer for Rayleigh pdf , Hint 02/11/08

Thu, Feb 18, 2010

1B

Moire Effect

 ---

2

Zooming with Interpolation , Hint 01/29/08

Tue, Feb 9, 2010

3

Color Transformation part1 *

Tue, Mar 2, 2010

3A

Color Transformation part2 , Hint

Tue, Mar 2, 2010

3B

Color Transformation part3 *

Tue, Mar 2, 2010

4

2D-DCT Geometrical Zonal Filters , Hint

Thu, Mar 11, 2010

4A

Performance Comparison of KLT/DCT/DFT , Hint

Thu, Mar 11, 2010

4B

DCT-II Basis Images

Thu, Mar 11, 2010

5

DFT, Root & Zonal Filters

Tue, Mar 23, 2010

5A

Inverse Gaussian Filter (IGF)

Tue, Mar 30, 2010

6

Image Enhancement

Thu, April 8, 2010

6A

Image Bit Planes

Thu, April 8, 2010

7

Inverse & Wiener Filtering Hint

Thu, April 15, 2010

7A

Constrained Least Squares Restoration

Thu, April 15, 2010

7B

Geometric Mean Filter

Thu, April 15, 2010

8

2-D DPCM

Thu, April 22, 2010

9

Lossless Predictive Coding

Thu, April 22, 2010

10

Progressive to Interlaced and Interlaced to Progressive conversion

Thu, April 29, 2010

11

SSIM Structural similarity index **

Thu, April 29, 2010

 

 

 

* For projects 3, 3A, and 3B, Hint on color conversion: http://www.cs.rit.edu/~ncs/color/t_convert.html
*
For projects 3, 3A, and 3B, please access files, Assig1, Assig2, Assig3, Final and theirs solutions from Digital Video Coding and Compression by Dr. H.R.Wu.

** Hint: access SSIM pp slides by Dr. Zhou Wang.

Projects 8-11 Hint
 

Test Images and Sequences

 

 

Lena512.bmp (512*512)
Girl.bmp
(512*512)
Girl256color.raw
(256*256)
Baboon.bmp
(512*512)
Cameraman.bmp
(256*256)
Goldhill.bmp
(256*256)
Flowers.bmp  (500*362)

boat512.gif (512*512)

The following sequences are recorded at 30 fps in YUV, QCIF format (176x144,4:2:0).
Akiyo
(300 frames)  Foreman (90 frames)   Carphone (90 frames)

The following sequences are recorded at 30 fps in YUV, CIF format (352x288,4:2:0).
Foreman
(90 frames)  Football (90 frames)   News (90 frames)   Stephan (90 frames)

 

Files

 

File 1, file 2, file 3, file 4, file 5, and file 6, from Professor W.C. Siu, PhD, DIC, CEng, FIEE, FHKIE, SrMIEEE

(Chair Professor and Director Centre for Multimedia Signal Processing

Department of Electronic and Information Engineering, Hong Kong Polytechnic University) 04/09/07

 

 

Digital Image Processing Files by Dr. Zhou Wang, UTA

 

 

 

Digital Video Coding and Compression by Dr. H.R.Wu

 

Notice Outline1 Outline2
Tutorial1 Tutorial2 Tutorial3 Tutorial4 Tutorial5 Tutorial6
Assig1 Assig1sol Assig2 Assig2sol Assig3 Assign3sol Final Finalsol

 

Digital Image and Video Processing files by Dr. Min Wu
  lecture1 - An Introduction
lecture2 - Human Visual Perception
lecture3 - Point Operations
lecture4 - Signal Processing: From 1-D to 2-D (m-D)
lecture5 - Fourier Transform and Spatial Filtering
lecture6 - Edge Detection and Basics on 2-D Random Signal
lecture7 - Image Restoration
lecture8 - Wiener Filtering for Image Restoration & Basics on Image Compression
lecture9 - Quantization
lecture10 - Unitary Transform
lecture11 - Transform Coding and JPEG
lecture12 - Subband and Wavelet Coding
lecture13 - Wavelet Coding and Related Issues
lecture14 - Optimal Bit Allocation and Unitary Transform in Image Compression
lecture15 - Basics on Video Coding
lecture16 - MPEG Video Coding
lecture17
- MPEG Video Coding and Beyond
lecture18 - More on Motion Analysis 
lecture19
- Video Content Analysis and Streaming
lecture20 - General Framework & Issues of Image Analysis and Video Streaming 
lecture21
 - Data Hiding in Images
lecture22 - Image Forensics
lecture23 - Image Forensics & Feature Extraction
lecture24 - Medical Imaging Topic:  Radon Transform & Inverse Radon Transf.
lecture25 - Back Projection for Radon Construction and Multi-dimensional Sampling
lecture26 - Lattice Sampling
lecture27 - Texture Analysis and Synthesis

Older files by Dr. Min Wu

 

Notice 1)An introduction 2)Visual Perception 3)Point Operations 4)Signal Processing
5)F.T. and Spatial Filtering 6)2D Random Signals 7)Image Restoration 8)Image Compression
9)Unitary Transforms 10)JPEG 11)Wavelet Based Image Coding 12)Video Coding and MPEG
13)Video 14)Motion 15)Sampling 16)Data Hiding 17)Medical Imaging

 

H.264/AVC

 

H.264 review H.264 seminar YCgCo Residual Color Transform
H.264 standard H.264 systems H.264 FRExt H.264 slides
Research topics

 

MPEG-2 video compression

 

MPEG-2 video compression by Sarnoff corporation 04/13/08
.

 

Image/Video compression (04/27/07)

 

http://www.eee.bham.ac.uk/WoolleySI/teaching/4U/index.htm
http://www.doc.ic.ac.uk/~nd/surprise_96/journal/vol4/sab/report.html
http://www.cvn.columbia.edu/courses/Summer2007/ELENE4830.html
http://web.mit.edu/afs/athena/course/6/6.344/www/Video/teaching_MIT6344.html
http://www.autosophy.com/videcomp.htm
http://www.wave-report.com/tutorials/VC.htm
http://www.bretl.com/mpeghtml/MPEGindex.htm
http://vsr.informatik.tu-chemnitz.de/~jan/MPEG/HTML/mpeg_tech.html

VIDEO LECTURES regarding DIP and DSP from different universities 01/24/08
http://freevideolectures.com/signals.html

 

 

UTA Library Resources 01/24/08

SPIE digital library http://spiedigitallibrary.aip.org ,or access through UTA Library 04/11/08

 

The Proceedings of SPIE – v . 1200, 1990 – Current
Optical Engineering – v . 29, 1990 – Current
Journal of Electronic Imaging – v . 1, 1992 – Current
Journal of Biomedical Optics – v . 1, 1996 – Current
Journal of Microlithography, Microfabrication, and Microsystems – v . 1, 2002 – Current
Journal of Applied Remote Sensing – v . 1, 2007 – Current
Journal of Nanophotonics – v . 1, 2007 - Current
 

 

ELSEVIER Publications 02/17/09

 

Visit http://library.uta.edu/
Click on Library Databases A-Z -> S -> ScienceDirect -> Engineering -> J ->
Journal of Visual Communication and Image Representation
Click on Library Databases A-Z -> S -> ScienceDirect -> Engineering -> S ->
Signal Processing
 Click on Library Databases A-Z -> S -> ScienceDirect -> Engineering -> S ->
Signal Processing: Image Communication

 

MATLAB Educational Sites   03/02/09

 

http://faculty.ksu.edu.sa/hedjar/Documents/MATLAB_Educational_Sites.htm

 

UTA LIBRARY :

IEEE papers and papers published in conference proceedings and journals (transactions) can be accessed and downloaded via UTA library.

IEEE/IET publications
          go to IEEEXPLORE

Springer Publications http://www.springerlink.com/home/main.mpx, or access through UTA Library

Click on Library Databases A-Z -> S -> SpringerLink

Journal of Signal Processing Systems (very useful journal)
Journal
of electrical engineering
Journal of circuits, systems and signal processing
Journal of multidimensional systems and signal processing

SPIE digital library http://spiedigitallibrary.aip.org ,or access through UTA Library

  The Proceedings of SPIE – v . 1200, 1990 – Current
Optical Engineering – v . 29, 1990 – Current
Journal of Electronic Imaging – v . 1, 1992 – Current
Journal of Biomedical Optics – v . 1, 1996 – Current
Journal of Microlithography, Microfabrication, and Microsystems – v . 1, 2002 – Current
Journal of Applied Remote Sensing – v . 1, 2007 – Current
Journal of Nanophotonics – v . 1, 2007 - Current
 
ELSEVIER Publications
  Visit http://library.uta.edu/
Click on Library Databases A-Z -> S -> ScienceDirect -> Engineering -> J ->
Journal of Visual Communication and Image Representation
Click on Library Databases A-Z -> S -> ScienceDirect -> Engineering -> S ->
Signal Processing
 Click on Library Databases A-Z -> S -> ScienceDirect -> Engineering -> S ->
Signal Processing: Image Communication

EURASIP Journals on signal and image processing and other areas.
http://www.eurasip.org/  With special papers etc in their "EURASIP Open Library." 

List of (UTA) holdings of EURASIP journals. This link will work inside the UTA proxy-domain.  

EURASIP journal on embedded systems [2006-][issn=1687-3955]  http://pulse.uta.edu/vwebv/holdingsInfo?bibId=1356416
EURASIP journal on advances in signal processing [2001-][issn=1687-6172] http://pulse.uta.edu/vwebv/holdingsInfo?bibId=1456756
EURASIP journal on bioinformatics & systems biology [2006-][issn=1687-4145] http://pulse.uta.edu/vwebv/holdingsInfo?bibId=1356448
EURASIP journal on audio, speech, and music processing [2006-][issn=1687-4714] http://pulse.uta.edu/vwebv/holdingsInfo?bibId=1362303
EURASIP journal on image and video processing [2007-][issn=1687-5176] http://pulse.uta.edu/vwebv/holdingsInfo?bibId=1389215
EURASIP journal on information security [2007-][issn=1687-4161] http://pulse.uta.edu/vwebv/holdingsInfo?bibId=1447078
EURASIP journal on wireless communications and networking [2004-][issn=1687-1472] http://pulse.uta.edu/vwebv/holdingsInfo?bibId=1311864

Signal processing: the official pub. of the European Association for Signal Processing [1995-][issn=0165-1684]http://pulse.uta.edu/vwebv/holdingsInfo?bibId=573158

Any books or papers not available (accessible) from UTA library can be requested via interlibrary loan, online.

UTA Library Resources