Tuesday, 9/4 (2:30-4:00)

Introduction

Goals of IP

Applications

Sensors

Image Types

Thursday, 9/6 (2:30-4:00)

Image Formation, Sampling and Quantization

Image geometry

Cameras

Radiometry

Perspective, Orthographic, and Weak projection

Camera Model

Image Storage Formats

Image Visualization

Basic Poinwise Image Operations

Sampling Theorem

Downsampling

Thresholding

All Labs Due Monday

(unless otherwise specified)

No Labs Due

Monday, 9/10

Visual Perception

Simultaneous Contrast

Brightness

Lightness

Adaptation

Webber's Law

Acuity/Hyperacuity

The Eye and Visual Pathways

Color

Color Blindness

Illusory Images

Wednesday, 9/12

Basic Image Operations

Translation

Rotation

Connectivity

Connected Components

Arithmetic operations on Images (+,-,*,/)

Masking (AND/OR) Windowing

Region of Interest (ROI)

Component Labeling

Lab 1 Due

Pointwise Image Processing

(Due Wednesday)

Monday, 9/17 (3:00-4:30)

Basic Image Operations II

Histogram Modification

Histogram Equalization

Rank Leveling

Thursday, 9/20 (2:30-4:00)

Local Image Operations

Morphing

Convolution

Image Averaging

Median Filtering

Rank Ordering

Laplacian Mach Bands

Morphological Operations:

Erosion/Dilation

Opening/Closing

Lab 2 Due

Image Region Processing

Monday, 9/24

Fourier Transforms

Frequency Domain Filters

highpass

bandpass

lowpass

Weiner Filter

Image Restoration

Discrete Cosine Transform and Compression

Nyquist Sampling Rate

Tuesday, 9/25 (2:30-4:00)

Image Reconstruction & Template Matching

Zooming in or out

Interpolation

Sinc Filtering

ENO Interpolation

Nonlinear Scale Spaces

Matched Filtering

Hough Transform

Model Fitting

Best Line/Ellipse/Template

Project Selection

Deadline: Friday 9/28
 

Lab 3 Due

Image Enhancement and Warping

Monday, 10/1

Edge Detection

Elongated Receptive Field in the Visual Cortex

Sobel Operator

Numerical Differentiation

Wednesday, 10/3

Edge Detection II

Canny

Susan

Lab 4 Due

Filtering/Template Matching

Monday, 10/8

(NO CLASS)

Wednesday, 10/10

Edge Detection III

Heitger

Edge Linking

Corner Detection

Lab 5 Due

Edge Detection

Monday, 10/15

Segmentation

Statistical Classification

Region Growing

Seeded Region Growing

Wednesday, 10/17

Segmentation II

Clustering

Watershed Segmentation

Lab 6 Due

Edge Linking & Boundary Following

Monday, 10/22

Initial Project Presentations

Tuesday, 10/23 (2:30-4:00)

Initial Project Presentations
 
 

No Labs Due

Wednesday, 10/31

Segmentation III/Active Contours

Snakes

Deformable Contours

Curve Evolution

Thursday, 11/1 (2:30-4:00)

Active Contours II

Livewire

Deformable Templates

Lab 7 Due Segmentation

Monday, 11/5

Tracking/Optical Flow

Wednesday, 11/7

Boundary Representation

Lab 8 Due

Active Contours

Monday, 11/12

Boundary Representation II

Wednesday, 11/14

Object Recognition

Feature Graph Matching

Curve Matching and Applications

Lab 9 Due

Tracking

Monday, 11/19

Mid-Project Presentations

Tuesday, 11/20 (2:30-4:00)

Mid-Project Presentations

No Labs Due

Monday, 11/26

Object Recognition II
 
 

Wednesday, 11/28

Color

Halftoning

Color Spaces

Color Standards and Calibration

Project Progress Report 1

Monday, 12/3

Shape From Shading

Wednesday, 12/5

Review of Course

(LAST DAY OF CLASS)

Project Progress Report 2

Monday, 12/10

Wednesday, 12/12

Project Progress Report 3

Final Project Presentations

Times TBA

Final Project Presentations

Times TBA