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Keyword

texture classification

Description: A computer vision task that assigns images or image regions to categories based on their visual surface patterns.
OpenAlex ID: keywords/texture-classification
Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
2002 · T. Ojala, M. Pietikainen, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 15,386
A comparative study of texture measures with classification based on featured distributions
1996 · Timo Ojala, Matti Pietikäinen, et al. · Pattern Recognition · 6,872
Describing Textures in the Wild
2014 · Mircea Cimpoi, Subhransu Maji, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,430
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A Completed Modeling of Local Binary Pattern Operator for Texture Classification
2010 · Zhenhua Guo, Lei Zhang, et al. · IEEE Transactions on Image Processing · 2,116
Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study
2006 · J. Zhang, M. Marszałek, et al. · International Journal of Computer Vision · 1,926
Fractal-Based Description of Natural Scenes
1984 · Alex P. Pentland · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,803
PCANet: A Simple Deep Learning Baseline for Image Classification?
2015 · Tsung-Han Chan, Kui Jia, et al. · IEEE Transactions on Image Processing · 1,596
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A Comparative Study of Texture Measures for Terrain Classification
1976 · Joan S. Weszka, Charles R. Dyer, et al. · IEEE Transactions on Systems Man and Cybernetics · 1,525
Filtering for texture classification: a comparative study
1999 · T. Randen, J.H. Husoy · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,397
Performance evaluation of texture measures with classification based on Kullback discrimination of distributions
2002 · T. Ojala, M. Pietikainen, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 1,393
Texture analysis and classification with tree-structured wavelet transform
1993 · T. Chang, C.-C.J. Kuo · IEEE Transactions on Image Processing · 1,333
Texture classification and segmentation using wavelet frames
1995 · M. Unser · IEEE Transactions on Image Processing · 1,330
Textural features corresponding to textural properties
1989 · M. Amadasun, R. King · IEEE Transactions on Systems Man and Cybernetics · 1,148
Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance
2002 · M.N. Do, M. Vetterli · IEEE Transactions on Image Processing · 1,146
Region Covariance: A Fast Descriptor for Detection and Classification
2006 · Oncel Tuzel, Fatih Porikli, et al. · Lecture notes in computer science · 1,145
A Statistical Approach to Texture Classification from Single Images
2005 · Manik Varma, Andrew Zisserman · International Journal of Computer Vision · 1,144
SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition
2006 · Hao Zhang, A.C. Berg, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,128
A sparse texture representation using local affine regions
2005 · S. Lazebnik, C. Schmid, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,123
Classification of Textural Characteristics a
1963 · ALINA SURMACKA SZCZESNIAK · Journal of Food Science · 1,114
Blur Insensitive Texture Classification Using Local Phase Quantization
2008 · Ville Ojansivu, Janne Heikkilä · Lecture notes in computer science · 1,043
Supervised Dictionary Learning
2008 · Mairal, Julien, Bach, Francis, et al. · arXiv (Cornell University) · 996
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Image Quality Assessment: Unifying Structure and Texture Similarity
2020 · Keyan Ding, Kede Ma, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 961
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Peripheral vision and pattern recognition: A review
2011 · Hans Strasburger, Ingo Rentschler, et al. · Journal of Vision · 945
An efficient differential box-counting approach to compute fractal dimension of image
1994 · N. Sarkar, B.B. Chaudhuri · IEEE Transactions on Systems Man and Cybernetics · 889
Medical image classification with convolutional neural network
2014 · Qing Li, Weidong Cai, et al. · International Conference on Control, Automation, Robotics and Vision (ICARCV) · 879
Works count: 7,215
Citation count: 164,500
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