Discrete Transforms and Their Applications
(EE 5355)
Instructor:  Dr. K. R. Rao (rao@uta.edu )
 ELECTRICAL  ENGINEERING  DEPARTMENT ,  THE  UNIVERSITY  OF  TEXAS  AT  ARLINGTON

  • Syllabus , Final Review week (Fall 2012)
    GTA

    Reference books in SEL (06/15/2012)
    http://www.uta.edu/ee/courses.php

  • Important  Student Support Services Available: The University of Texas at Arlington provides a variety of resources and programs designed to help students develop academic skills, deal with personal situations, and better understand concepts and information related to their courses. These resources include tutoring, major-based learning centers, developmental education, advising and mentoring, personal counseling, and federally funded programs. For individualized referrals to resources for any reason, students may contact the Maverick Resource Hotline at 817-272-6107 or visit www.uta.edu/resources for more information.

Final Exam Coverage (Fall 2012)- JPEG,  Transform mirroring, Mirroring properties, Haar transform and  Directional DCT.

        Final Exam- Dec 11, 2012 (5:30pm - 6:50 pm), Tuesday, Room NH-112.

        Links for Video Coding concepts: Click here
        Links for Audio Coding concepts: Click Here

        Current Video Coding Standards 

          Directional DCT slides have been uploaded.  

CLASS NOTES :

PROJECTS :

Details on project submission by DE students
Project report contents

Project No. Project Title Due Date
1 KLT Tue, Sept 4, 2012
1A KLT basis images for Lena image Tue, Sept 11, 2012
2 1D DFT Thu, Sept 13, 2012
2A Zero Padding in the DFT Domain Sun, Sep 30, 2012
3 2D DFT Sun, Sep 30, 2012
4 Convolution Thu, Oct 4, 2012
5 2D DCT ; Hint.pdf Thu, Oct 11, 2012
5A Basis restriction error, Fractional (Residual) correlation Thu, Oct 18, 2012
5B 2D-DCT Mirroring , Compressed-Domain Image Mirroring Thu, Oct 18, 2012
5C INTDCT Tue, Oct 23 2012
5D Image resizing in the DCT compressed domain Sun, Nov 4, 2012
6 7-point DST with offset Sun, Nov 11, 2012
6A Transform Coding Gain Sun, Nov 18, 2012
7 JPEG Baseline , Software Sun, Nov 25, 2012
8 Slant Transform image coding , ST matrix , References Sun, Dec 2 2012
9 Spectral Distortion: Image Quality Measures Sun, Dec 2 2012
10 Gaussian lowpass filtering , Sample text Tue, Dec 4 2012

 Projects delayed will be penalized by 10 points (10%)  for each day.  After 10 days they will not be considered any more. 

TEST IMAGES:  Test Images file

Compilation of C files using make utility in Windows: Read me

HOMEWORKS :

HW 1 HW 2 HW 3 HW 4 HW 5 HW6 (DFT) HW   Solution

Test Reviews

Possible Questions- TEST 1 Fall 2012        
Possible Questions- TEST 2 Fall 2011        
Possible Questions- FINAL EXAM Fall 2011        

EXAMS :

Test#1 Sample 1 Sample 2 Sample 3 Sample 4 Sample 5 Fall 06 Fall 07 Fall 08 Fall 09

Fall10,    Soln

Fall 11      
Test#2 Sample 1 Sample 2 Sample 3 Sample 4 Sample 5 Sample 6 Sample 7 Fall 06 Fall 07 Fall 08 Fall 10, Soln Fall 11 Fall 12  
Final Sample 1 Sample 2 Sample 3 Fall 06 Fall 07, DE Fall 11 Fall 12
Soln
             

LECTURES :

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 ppt files by Dr. Min Wu
  Image Compression,
Unitary Transforms,
JPEG,
Wavelet Based Image Coding,
Video Coding and MPEG,
Video,
Motion  
 
TUTORIALS :
1. MPEG-2 video compression - by Isnardi of Sarnoff Corporation  (04/13/08) 
2. 4x4 Transform and Quantization in H.264 - by Iain Richardson (11/20/09) 
3. Digital Image Processing Files by Dr. Zhou Wang(03/05/10)

FILES : (08/24/09)

1)dipbooks  2)dipcdlist  3)dipieeetrans  4)diplabfacilities  5)dipref  6)dipreviewpapers

RESEARCH RESOURCES :

1) databases (12/09/2011)  2) research topics (12/09/2011)  3) comparison of various standards           4) standards  
5) thesis guide  6) thesisguide2  7) MPL Slides

MATLAB Educational Sites :

Tutorial slides    (06/29/10)

MATLAB BOOKS

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

Video Coding Standards

 

B.Girod, "Overview : Video Coding Standards ", Stanford University Coursework (04/22/10)
 

1)Video codec standards list   (06/22/10)

2)Video codec standards review   (06/22/10)

3)Video codec standards review ppt   (06/22/10)
 

HEVC.pdf

Video compression basics by Sanjiv Malik  (06/18/10)

http://www.slideshare.net/sanjivmalik/video-compression-basics

The link also includes presentation slides on Video, Image, Audio and Speech codecs

 


Video lectures from IIT and IISc:  
http://nptel.iitm.ac.in/
 
World wide video lectures:   http://freevideolectures.com/
 

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

Access to over 220 e-books on IEEE Xplore.

Free E-Books Worldwide sales of e-books are expected to jump from US $323 million in 2008 to nearly $9 billion in 2013, according to a forecast by the market research firm In-Stat. Aware of the popularity of digital books, IEEE is now offering members a collection of 220 IEEE e-books for free through the IEEE Xplore digital library.

For more information and to see a selection of these IEEE eBook Classics, visit http://bmsmail3.ieee.org:80/u/16474/128854 

The e-book collection spans a number of today's technologies across nineteen different content areas, and includes:

  • practical handbooks,
  • introductory and advanced texts,
  • reference works, and
  • professional books.

-->Following content added on Feb-2-2012

IEEE Transactions on

Broadcasting

Circuits and Systems for Video Technology

Consumer Electronics

Image Processing

Industrial electronics

Medical Imaging

Multimedia

Pattern Analysis and Machine Recognition                                                                           

Signal Processing

Audio, Speech and Language Processing

 

IEEE Multimedia Magazine

IEEE Circuits and Devices Magazine

IEEE Signal Processing  Magazine

IEEE Signal Processing Letters

IEEE Journal of selected topics in signal processing

Proceedings of the IEEE

IEEE International workshop on multimedia signal processing

 

IEE (Institution of Electrical Engineers – UK) changed to IET (Institution of Engineering and Technology)

 

Electronics Letters

Journal on image processing

Journal on circuits, devices and systems

 

Pattern Recognition Letters

SMPTE Magazine SMPTE – Society of Motion Pictures and Television Engineering

 

Digital Signal processing (Elsevier) dsp@elesivier.com

 

CONFERENCE PROCEEDINGS

 

IEEE (ICASSP, ISCAS, MWSCAS, TENCON, IP, ICME, ICIP, DCC)

Picture Coding Symposium

 

IEEE International workshop on multimedia signal processing

--> End of content added on Feb-2-2012

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

Click on Library Databases A-Z -> S -> Springer Link

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 now part of SpringerOpen!

Dear Researcher,

I am writing to let you know that the following open access journals, which are sponsored by the European Association for Signal Processing (EURASIP), are now published by Springer, in its SpringerOpen portfolio of fully open access journals:

EURASIP Journal on Advances in Signal Processing

EURASIP Journal on Audio, Speech, and Music Processing

EURASIP Journal on Bioinformatics and Systems Biology

EURASIP Journal on Embedded Systems

EURASIP Journal on Image and Video Processing

EURASIP Journal on Information Security

EURASIP Journal on Wireless Communications and Networking

Springer welcomes all new submissions to the SpringerOpen online submission system and I would like to encourage you to submit your next research article to one of the journals.

The journals also publish Special Issues on a regular basis. For the latest information on the forthcoming Special Issuesand to submit your article, visit the individual journal websites on SpringerOpen.com.

The journals’ older content is currently being transferred and will be available on the SpringerOpen website as of July 2011.

 

-Dr, Rao

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

UTA Library Resources