Multispectral Texture Analysis Using Interplane Sum- and Difference-Histograms
Proceedings of the 24th DAGM Symposium on Pattern Recognition
String Extraction From Color Airline Coupon Image Using Statistical Approach
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
A novel initialization scheme for the fuzzy c-means algorithm for color clustering
Pattern Recognition Letters
ACM Computing Surveys (CSUR)
Attention-driven image interpretation with application to image retrieval
Pattern Recognition
Object identification and retrieval from efficient image matching. Snap2Tell with the STOIC dataset
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Region based matching for print process identification
Pattern Recognition Letters
Biomedical image analysis on a cooperative cluster of GPUs and multicores
Proceedings of the 22nd annual international conference on Supercomputing
Journal of Signal Processing Systems
Rotation-invariant colour texture classification through multilayer CCR
Pattern Recognition Letters
Stroma classification for neuroblastoma on graphics processors
International Journal of Data Mining and Bioinformatics
Automatic image segmentation by dynamic region growth and multiresolution merging
IEEE Transactions on Image Processing
International Journal of Human-Computer Studies
Content-based image retrieval using a combination of visual features and eye tracking data
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications
Surface grading of bamboo strips using multi-scale color texture features in eigenspace
Computers and Electronics in Agriculture
Multi-view video based multiple objects segmentation using graph cut and spatiotemporal projections
Journal of Visual Communication and Image Representation
Object distance estimation based on stereo vision and color segmentation with region matching
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Color and texture analysis using emerging parallel architectures
International Journal of High Performance Computing Applications
Illumination invariant color texture analysis based on sum- and difference-histograms
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Object identification and retrieval from efficient image matching: Snap2Tell with the STOIC dataset
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
VISON: VIdeo Summarization for ONline applications
Pattern Recognition Letters
Spatial homogeneity-based fuzzy c-means algorithm for image segmentation
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Automatic classification of granite tiles through colour and texture features
Expert Systems with Applications: An International Journal
RETRACTED: Color and texture analysis on emerging parallel architectures
International Journal of High Performance Computing Applications
Multi-class classifier-based adaboost algorithm
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Performance analysis of colour descriptors for parquet sorting
Expert Systems with Applications: An International Journal
Color texture classification based on gravitational collapse
Pattern Recognition
Novel initialization scheme for Fuzzy C-Means algorithm on color image segmentation
Applied Soft Computing
Video key frame extraction through dynamic Delaunay clustering with a structural constraint
Journal of Visual Communication and Image Representation
Hi-index | 0.02 |
RGB, a nonuniform color space, is almost universally accepted by the image processing community as the means for representing color. On the other hand, perceptually uniform spaces, such as L*a*b*, as well as approximately-uniform color spaces, such as HSV, exist, in which measured color differences are proportional to the human perception of such differences. This paper compares RGB with L*a*b* and HSV in terms of their effectiveness in color texture analysis. There has been a limited but increasing amount of work on the color aspects of textured images. The results have shown that incorporating color into a texture analysis and recognition scheme can be very important and beneficial. The presented methodology uses a family of Gabor filters specially tuned to measure specific orientations and sizes within each color texture. Effectiveness is measured by the classification performance of each color space, as well as by classifier-independent measures. Experimental results are obtained with a variety of color texture Images. Perceptually uniform spaces are shown to outperform RGB in many cases