Texture image segmentation using combined features from spatial and spectral distribution
Pattern Recognition Letters
A shadow elimination approach in video-surveillance context
Pattern Recognition Letters
IRIS Recognition based on multi-channel feature extraction using gabor filters
ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology
Texture discrimination and analysis using optimized bi-orthogonal wavelet bases
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Multi-class feature selection for texture classification
Pattern Recognition Letters
Mask-Based Second-Generation Connectivity and Attribute Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Quaternion color texture segmentation
Computer Vision and Image Understanding
Rotation-invariant and scale-invariant Gabor features for texture image retrieval
Image and Vision Computing
Proceedings of the 5th international symposium on Non-photorealistic animation and rendering
Texture-gradient-based contour detection
EURASIP Journal on Applied Signal Processing
Semantic content analysis and annotation of histological images
Computers in Biology and Medicine
Evaluation of Face Datasets as Tools for Assessing the Performance of Face Recognition Methods
International Journal of Computer Vision
WND-CHARM: Multi-purpose image classification using compound image transforms
Pattern Recognition Letters
Scribbles to vectors: preparation of scribble drawings for CAD interpretation
SBIM '07 Proceedings of the 4th Eurographics workshop on Sketch-based interfaces and modeling
Multiresolution image parametrization for improving texture classification
EURASIP Journal on Advances in Signal Processing
Image Segmentation Based on Cluster Ensemble
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Foliage Recognition Based on Local Edge Information
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Texture segmentation by genetic programming
Evolutionary Computation
Image description using joint distribution of filter bank responses
Pattern Recognition Letters
Ensemble one-class support vector machines for content-based image retrieval
Expert Systems with Applications: An International Journal
High Performance Hardware Architecture of Linear Filters for Intelligent Video Processing
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A new K-View algorithm for texture image classification using rotation-invariant feature
Proceedings of the 2009 ACM symposium on Applied Computing
Impressionism, expressionism, surrealism: Automated recognition of painters and schools of art
ACM Transactions on Applied Perception (TAP)
Novel approach for rotation invariant texture recognition
CI '07 Proceedings of the Third IASTED International Conference on Computational Intelligence
Scale Analysis of Several Filter Banks for Color Texture Classification
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Local quaternion Fourier transform and color image texture analysis
Signal Processing
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Gabor-based texture classification through efficient prototype selection VIA normalized cut
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A multi-scale visual salient feature points extraction method based on Gabor wavelets
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
A full-reference quality metric for geometrically distorted images
IEEE Transactions on Image Processing
Texture classification by modeling joint distributions of local patterns with Gaussian mixtures
IEEE Transactions on Image Processing
Texture classification using refined histogram
IEEE Transactions on Image Processing
Vehicle classification based on soft computing algorithms
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Enhancing Gabor wavelets using volumetric fractal dimension
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Mining regions of remote sensing images
CIMMACS '10 Proceedings of the 9th WSEAS international conference on computational intelligence, man-machine systems and cybernetics
Local invariant object localization based on a reduced color space
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Selection of ICA features for texture classification
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
The use of unwrapped phase in MR image segmentation: a preliminary study
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Classification and retrieval on macroinvertebrate image databases
Computers in Biology and Medicine
Lung cancer detection using labeled sputum sample: multi spectrum approach
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Adaptive matrices for color texture classification
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Image processing and machine learning for fully automated probabilistic evaluation of medical images
Computer Methods and Programs in Biomedicine
International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems
Integrated querying of images by color, shape, and texture content of salient objects
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
Handwriting documents denoising and indexing using hermite transform
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
A generic approach to object matching and tracking
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Texture segmentation by unsupervised learning and histogram analysis using boundary tracing
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Global texture analysis of iris images for ethnic classification
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Unsupervised approach for extracting the textural region of interest from real image
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering
Expert Systems with Applications: An International Journal
A multiclassifier approach for lung nodule classification
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Algorithm that mimics human perceptual grouping of dot patterns
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Using a boosted tree classifier for text segmentation in hand-annotated documents
Pattern Recognition Letters
Texture classification via stationary-wavelet based contourlet transform
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Aerial photo image retrieval using adaptive image classification
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Using Clustering and Metric Learning to Improve Science Return of Remote Sensed Imagery
ACM Transactions on Intelligent Systems and Technology (TIST)
Visual query processing for efficient image retrieval using a SOM-based filter-refinement scheme
Information Sciences: an International Journal
Gabor feature based nonlocal means filter for textured image denoising
Journal of Visual Communication and Image Representation
Ulcer detection in wireless capsule endoscopy video
Proceedings of the 20th ACM international conference on Multimedia
Pattern Recognition Letters
Comparison of text feature selection policies and using an adaptive framework
Expert Systems with Applications: An International Journal
Efficient image appearance description using dense sampling based local binary patterns
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Expert Systems with Applications: An International Journal
Illumination-insensitive texture discrimination based on illumination compensation and enhancement
Information Sciences: an International Journal
Hi-index | 0.02 |
Texture features that are based on the local power spectrum obtained by a bank of Gabor filters are compared. The features differ in the type of nonlinear post-processing which is applied to the local power spectrum. The following features are considered: Gabor energy, complex moments, and grating cell operator features. The capability of the corresponding operators to produce distinct feature vector clusters for different textures is compared using two methods: the Fisher (1923) criterion and the classification result comparison. Both methods give consistent results. The grating cell operator gives the best discrimination and segmentation results. The texture detection capabilities of the operators and their robustness to nontexture features are also compared. The grating cell operator is the only one that selectively responds only to texture and does not give false response to nontexture features such as object contours