Digital Image Processing

Course Nos. ECE.09.452 and ECE.09.552
Fall 2009

Course Schedule

 
Week Topic Downloads
Week 1
Sep 14 
Introduction, Image Fundamentals, Sampling and Quantization, Image Formats 
Pre-Lab 1: Intro to Matlab Image Processing Toolbox
Lecture 1
Week 2
Sep 21
Pixel Relationships, Image Enhancement - Histogram Processing
Lab Project 1: Pixel Operations
Lecture 2
Week 3
Sep 28
 Spatial Filtering, Edge Detection  Lecture 3
Week 4
Oct 5
2-D Fourier Transform, Sampling, FFT, Enhancement in Frequency Domain
Lab Project 2: Spatial & Spectral Filtering
Lecture 4
Week 5
Oct 12
Image Restoration: Degradation Models, Inverse Filters, Deconvolution Lecture 5
Week 6
Oct 19 
Image Restoration (continued)  Lecture 6
Week 7
Oct 26 
Guest Lecture - Mr. George Lecakes: Modeling and Visualization for Virtual Reality (include's demo of the CAVE(R))
Room 137, South Jersey Tech Park, www.sjtechpark.org 
 At SJTP
www.sjtechpark.org 
Week 8
Nov 2
Lab Project 3: Degradation Models and Digital Image Restoration  Dr. Mandayam is on conference travel
Week 9
Nov 9
Lab 3 Help Session, Image Restoration: Wiener Filter, Geometric Transformations, Final Project Assignments
MIDTERM EXAM - TAKE-HOME

Week 10 
Nov 16
Image Compression, Information Theory, Huffman Coding, Lossy Compression, Discrete Cosine Transform, JPEG Lecture 7
Week 11 
Nov 23 
Hotelling (Karhunen-Loeve) Transform, Lossless Compression, LZW Algorithm, GIF
Lab Project 4: Digital Image Compression
Lecture 8
Week 12 
Nov 30
Project Help Session (Lab 4 and Final)

Week 13
Dec 7 
Project Help Session (Lab 4 and Final)
Week 14
Dec 14
Final Project Presentations
  • Tilley, Hillis - Image Compression using Adaptive Linear Prediction
  • Giannettino, Carella - Wavelet Image Compression
  • Montgomery, Flanyak - Color Image Processing
  • Geist, Mudrowsky - Blind Deconvolution
  • Medh, Hanna - Image Segmentation
  • Plummer, Bellomo-Whitten -
  • Castro, Sheperd -

Finals Week
Dec 18, 5:00-7:00 pm
Final Project Presentations
  • J. Donovan, Blauth - Morphological Image Processing
  • C. Donovan, Smith - Image Processing for Geomaterial Assemblies
  • Nealis - Texture Segmentation
  • Ethridge - Radiodensity Segmentation in Digitized Mammograms
  • Ditzler - Bone Trabecula Segmentation/Quantification
  • Wu - Shape Descriptors
  • Wenger - Motion Detection in Image Sequences
  • McDonald, Jassell - Digital Image Watermarking

Dec 21
EVERYTHING TO BE GRADED IS DUE


 
 
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