Image retrieval by pattern categorization using wavelet domain perceptual features with LVQ neural network

Textural Features for Image Classification

Robert M. Haralick, Karthikeyan Shanmugam, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.2K citations

Image Classification, Image Analysis, Machine Vision +15

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 20.8K citations

Spectral Theory, Multiresolution Representations, Image Analysis +12

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.1K citations

Local Binary Patterns, Image Classification, Machine Vision +13

Texture features for browsing and retrieval of image data

B.S. Manjunath, Weixin Ma · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1996 · 3.7K citations

Image Content, Machine Vision, Image Analysis +14

Textural Features Corresponding to Visual Perception

Hideyuki Tamura, Shunji Mori, T. Yamawaki · IEEE Transactions on Systems Man and Cybernetics · 1978 · 2.1K citations

Image Analysis, Machine Vision, Feature Detection +12