Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
Contour and Texture Analysis for Image Segmentation
International Journal of Computer Vision
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision
Dissimilarity computation through low rank corrections
Pattern Recognition Letters
Texture Similarity Measure Using Kullback-Leibler Divergence between Gamma Distributions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Spectral Partitioning with Indefinite Kernels Using the Nyström Extension
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Significantly Different Textures: A Computational Model of Pre-attentive Texture Segmentation
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
A continuous probabilistic framework for image matching
Computer Vision and Image Understanding
Evaluating a Visualization of Image Similarity as a Tool for Image Browsing
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
Spectral Grouping Using the Nyström Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence
Nonparametric Multichannel Texture Description with Simple Spatial Operators
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
The analysis and applications of adaptive-binning color histograms
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Similarity Analysis of Video Sequences Using an Artificial Neural Network
Applied Intelligence
Supervised texture classification by integration of multiple texture methods and evaluation windows
Image and Vision Computing
Dirichlet aggregation: unsupervised learning towards an optimal metric for proportional data
Proceedings of the 24th international conference on Machine learning
A review of text and image retrieval approaches for broadcast news video
Information Retrieval
Color-based image retrieval using perceptually modified Hausdorff distance
Journal on Image and Video Processing - Color in Image and Video Processing
Computer Vision and Image Understanding
Distribution-based similarity measures for multi-dimensional point set retrieval applications
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Detecting small group activities from multimodal observations
Applied Intelligence
A regularized formulation for spectral clustering with pairwise constraints
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
An incremental Bhattacharyya dissimilarity measure for particle filtering
Pattern Recognition
Comparing dissimilarity measures for content-based image retrieval
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Integral framework for acquiring and evolving situations in smart environments
Journal of Ambient Intelligence and Smart Environments
Similarity measures for image matching despite occlusions in stereo vision
Pattern Recognition
A new similarity measure for random signatures: perceptually modified hausdorff distance
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Video spatio-temporal signatures using polynomial transforms
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
Extracting activities from multimodal observation
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Discovering texture regularity as a higher-order correspondence problem
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Retrieving images for remote sensing applications
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Space-time spectral model for object detection in dynamic textured background
Pattern Recognition Letters
A new perspective on object tracking based on BYY and five action circling
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Sparse spectral clustering method based on the incomplete Cholesky decomposition
Journal of Computational and Applied Mathematics
A Method for Hierarchical Description of Images Using Multiscale Analysis
Fundamenta Informaticae
Hierarchical kernel spectral clustering
Neural Networks
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In this paper we propose and examine non-parametric statistical tests to define similarity and homogeneity measures for textures. The statistical tests are applied to the coefficients of images filtered by a multi-scale Gabor filter bank. We will demonstrate that these similarity measures are useful for both, texture based image retrieval and for unsupervised texture segmentation, and hence offer an unified approach to these closely related tasks. We present results on Brodatz-like micro-textures and a collection of real-word images.