Digital Image Processing I with Charles Bouman

Video Lectures

Displaying all 42 video lectures.
Lecture 1
Introduction
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Introduction
Lecture 2
CTFT and CSFT
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CTFT and CSFT
Lecture 3
CSFT and Rep and Comb Relations
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CSFT and Rep and Comb Relations
Lecture 4
Optical Imaging Systems
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Optical Imaging Systems
Lecture 5
Helical Scan Multislice CT and PET
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Helical Scan Multislice CT and PET
Lecture 6
Tomographic Reconstruction: Fourier Slice Theorem and FPB
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Tomographic Reconstruction: Fourier Slice Theorem and FPB
Lecture 7
FPB and Magnetic Resonance Imaging (MRI)
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FPB and Magnetic Resonance Imaging (MRI)
Lecture 8
MRI Reconstruction
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MRI Reconstruction
Lecture 9
MRI and C-programming
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MRI and C-programming
Lecture 10
C-programming
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C-programming
Lecture 11
DTFT, DSFT, Sampling, and Reconstruction
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DTFT, DSFT, Sampling, and Reconstruction
Lecture 12
2D Reconstruction and Focal Plane Arrays
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2D Reconstruction and Focal Plane Arrays
Lecture 13
Sampling and Reconstruction for Focal Plane Arrays
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Sampling and Reconstruction for Focal Plane Arrays
Lecture 14
FIR and IIR Filters
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FIR and IIR Filters
Lecture 15
IIR Filters and Random Variables
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IIR Filters and Random Variables
Lecture 16
Random Variables and Random Processes
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Random Variables and Random Processes
Lecture 17
Power Spectral Density and AR Processes
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Power Spectral Density and AR Processes
Lecture 18
Eigen Signal Analysis
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Eigen Signal Analysis
Lecture 19
Eigen Signal Analysis and Edge Detection
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Eigen Signal Analysis and Edge Detection
Lecture 20
Edge Detection and Connected Component Analysis
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Edge Detection and Connected Component Analysis
Lecture 21
Segmentation, Clustering, and Color Vision Illusions
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Segmentation, Clustering, and Color Vision Illusions
Lecture 22
Achromatic Vision
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Achromatic Vision
Lecture 23
Constrast, CSF, and Achromatic Image Quality Metrics
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Constrast, CSF, and Achromatic Image Quality Metrics
Lecture 24
- Color Matching Functions
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- Color Matching Functions
Lecture 25
Color Matching Functions and Subtractive Color Systems
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Color Matching Functions and Subtractive Color Systems
Lecture 26
Subtractive Color Systems, Chromaticity Diagrams
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Subtractive Color Systems, Chromaticity Diagrams
Lecture 27
Chromaticity Diagrams and White Point
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Chromaticity Diagrams and White Point
Lecture 28
White Point, Color Transforms, and sRGB
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White Point, Color Transforms, and sRGB
Lecture 29
More Color Transformations
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More Color Transformations
Lecture 30
More Quality Metrics and Rate Conversion
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More Quality Metrics and Rate Conversion
Lecture 31
Rate Conversion
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Rate Conversion
Lecture 32
Rate Conversion, and Image Restoration
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Rate Conversion, and Image Restoration
Lecture 33
Image Restoration, and Nonlinear Filtering
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Image Restoration, and Nonlinear Filtering
Lecture 34
Nonlinear Filtering and M-Estimators
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Nonlinear Filtering and M-Estimators
Lecture 35
- Halftoning and Ordered Dither
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- Halftoning and Ordered Dither
Lecture 36
Error Diffusion
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Error Diffusion
Lecture 37
Error Diffusion and RAPS
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Error Diffusion and RAPS
Lecture 38
Entropy and Source Coding
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Entropy and Source Coding
Lecture 39
Entropy and Source Coding
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Entropy and Source Coding
Lecture 40
Lossy Source Coding and Rate-Distortion Theory
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Lossy Source Coding and Rate-Distortion Theory
Lecture 41
Rate-Distortion Theory
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Rate-Distortion Theory
Lecture 42
JPEG Image Coding
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JPEG Image Coding