Periodicity, Directionality, and Randomness: Wold Features for Image Modeling and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Minimax entropy principle and its application to texture modeling
Neural Computation
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Under image scaling transform, two interaction models of image intensity gradient fields display unusual power scaling laws. These scatings are very universal in texture images and images of natural scenes, and robust against noise and image local deformation. An image similarity measure is developed in terms of these scaling laws. This similarity measure has graceful properties such as invariance under rotation, scaling and translation transformation, invariance under global image intensity adjustment and robustness against noise and image local deformation. A demo of texture retrieval shows that the performance of this similarity measure is very promising, achieving 90% recognition rate in a test on a small image database.