Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Ten lectures on wavelets
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
Handbook of pattern recognition & computer vision
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Classification Using Windowed Fourier Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Filtering for Texture Classification: A Comparative Study
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gabor wavelets for statistical pattern recognition
The handbook of brain theory and neural networks
Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
On the Role of Object-Specific Features for Real World Object Recognition in Biological Vision
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
Visual Categorization: How the Monkey Brain Does It
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
Outex - New Framework for Empirical Evaluation of Texture Analysis Algorithms
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Vision: A Computational Investigation into the Human Representation and Processing of Visual Information
Evolution of Networks: From Biological Nets to the Internet and WWW (Physics)
Evolution of Networks: From Biological Nets to the Internet and WWW (Physics)
A novel extended local-binary-pattern operator for texture analysis
Information Sciences: an International Journal
A complex network-based approach for boundary shape analysis
Pattern Recognition
A complex network approach to text summarization
Information Sciences: an International Journal
A Graph-Based Approach for Shape Skeleton Analysis
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Shape classification using complex network and Multi-scale Fractal Dimension
Pattern Recognition Letters
Associating visual textures with human perceptions using genetic algorithms
Information Sciences: an International Journal
Enhanced local texture feature sets for face recognition under difficult lighting conditions
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Biologically inspired feature manifold for scene classification
IEEE Transactions on Image Processing
A completed modeling of local binary pattern operator for texture classification
IEEE Transactions on Image Processing
Entropy-based algorithms for best basis selection
IEEE Transactions on Information Theory - Part 2
Texture analysis and classification with tree-structured wavelet transform
IEEE Transactions on Image Processing
Information Sciences: an International Journal
Information Sciences: an International Journal
Illumination-insensitive texture discrimination based on illumination compensation and enhancement
Information Sciences: an International Journal
| Hi-index | 0.07 |
In this paper, we propose a novel texture analysis method using the complex network theory. We investigated how a texture image can be effectively represented, characterized and analyzed in terms of a complex network. The proposed approach uses degree measurements to compose a set of texture descriptors. The results show that the method is very robust, and it presents a excellent texture discrimination for all considered classes, overcoming traditional texture methods.