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COMP9517 Notebook
Image Processing Spatial domain operations Neighbourhoo…
2025年 5月 16日
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COMP9517
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目录
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Image Processing
Spatial domain operations
Neighbourhood operations
Kernel couldn’t always fit the size of image
Some filter
Spatial domain operations
Transform domain operations
Fourier transform (1D)
Feature representation
Types of image features
Colour features (colour is the simplest feature to compute)
Texture features
典型的特征描述符
How do we represent an entire image using a set of SIFT features?
Texture features
Pattern Recognition
Classification 常见分类器
Evaluation of Classification Error 评估performence
Image Segmentation
Basic Segmentation method
Advance Segmentation method
Evaluating segmentation
Jaccard and Dice similarity coefficients
Improve image segmentation results
Deep learning
Neural Networks
Convolutional Neural Networks (CNNs)
→
目录
