image-processing taxonomy

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Image Representation. Digital Image Processing. DFT. DCT. Walsh. Hadamard. Slant. KL. Enhancement. Restoration. Compression. Segmentation.
IMAGE-PROCESSING TAXONOMY Natural Scene

1 Image Acquisition Sampling and Quantisation

2

2-D Signal (Image)

Image Representation

Frequency Domain

Spatial Domain 3

Digital Image Processing

4 DFT

Convolution

Correlation

Grayscale Image Processing

Binary Image 10 Processing

DCT

Wavelet-based Image 12 Processing

Colour Image 11 Processing

Walsh Compression

Hadamard Slant

Denoising KL Watermarking Enhancement 5

Restoration

Frequency Domain

Spatial Domain

Deterministic

6

Segmentation

Region based

Stochastic

Point Operation

Inverse Filtering

Local Operation

Pseudo-inverse Filtering

Global Operation

Wiener Filtering

7

Boundary based

Edge based

Object Recognition

Compression

Statistical Approach

Statistical Encoding

Neural Network Approach

9

Lossy

Lossless

Repetitive Sequence Encoding

Syntactic Approach

8

Lossless Predictive Coding

Bit-plane Coding

Lossy Predictive Coding

Transform Coding with Quantization

Fractal Coding

BTC

Huffman Run-length Encoding

DPCM

DM

Arithmetic DPCM LZW ADPCM

The collection of Setyawan Widyarto (Assoc. Prof)

FM.indd xviii

Universiti Selangor-Universitas Budi Luhur

8/7/2009 9:28:38 PM