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- Bilinear interpolation
- Color fundamentals
- Color models
- Convolution theorem
- Digital image fundamentals
- Discrete Fourier transform
- Fourier series
- Fourier transform
- Fourier transform of the Gaussian function
- Frequency-domain filtering
- Full-color image processing
- GISC 4360K - Digital Image Processing
- GISC 4360K - 2019 Spring
- GISC 4360K - 2021 Spring
- Histogram equalization of images
- How to calculate the area of a certain class in a GeoTIFF file using NumPy
- How to classify a GeoTIFF file using NumPy
- How to detect changes between two GeoTIFF files using NumPy
- How to extract cell values from a GeoTIFF file using NumPy
- How to read a GeoTIFF file as a NumPy array using GDAL
- How to save a NumPy array as a GeoTIFF file using GDAL
- How to set up PyCharm
- How to set up Python for geospatial science and computing
- Image-sharpening spatial filters
- Image transformations and slicing
- Introduction to frequency-domain filtering
- Introduction to the discrete Fourier transform
- Inverse Fourier transform of the Gaussian function
- $k$-nearest neighbors algorithm
- Local image enhancement and image-smoothing spatial filters
- Logic and arithmetic image operations
- Python basics
- Relationships between image pixels
- RGB-to-HSI/HSI-to-RGB conversions
- Transformations of probability density functions
- What is digital image processing?
- Zooming, shrinking, and grayscaling of images