A unified framework for image database clustering and content-based retrieval
Proceedings of the 2nd ACM international workshop on Multimedia databases
Radon Transform Orientation Estimation for Rotation Invariant Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hidden Markov models with states depending on observations
Pattern Recognition Letters
EURASIP Journal on Applied Signal Processing
WND-CHARM: Multi-purpose image classification using compound image transforms
Pattern Recognition Letters
Intelligent Processing of Medical Images in the Wavelet Domain
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
A new distance measure for hidden Markov models
Expert Systems with Applications: An International Journal
Segmentation-driven image fusion based on alpha-stable modeling of wavelet coefficients
IEEE Transactions on Multimedia
Evaluation of the Texture Analysis Using Spectral Correlation Function
Fundamenta Informaticae
IEEE Transactions on Image Processing
Color texture analysis using the wavelet-based hidden Markov model
Pattern Recognition Letters
Wavelet steerability and the higher-order Riesz transform
IEEE Transactions on Image Processing
Shape-based Invariant Texture Indexing
International Journal of Computer Vision
Copula-based statistical models for multicomponent image retrieval in the wavelet transform domain
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Lightweight probabilistic texture retrieval
IEEE Transactions on Image Processing
A system of clothes matching for visually impaired persons
Proceedings of the 12th international ACM SIGACCESS conference on Computers and accessibility
Clothes matching for blind and color blind people
ICCHP'10 Proceedings of the 12th international conference on Computers helping people with special needs
Automatic texture segmentation based on wavelet-domain hidden markov tree
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
A robust multi-bit image watermarking algorithm based on HMM in wavelet domain
IWDW'05 Proceedings of the 4th international conference on Digital Watermarking
Compressed domain image retrieval using JPEG2000 and gaussian mixture models
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
Bark classification based on contourlet filter features using RBPNN
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Rotation-Invariant texture classification using steerable gabor filter bank
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
A RST-Invariant robust DWT-HMM watermarking algorithm incorporating zernike moments and template
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Image classification for digital archive management
ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
TILT: Transform Invariant Low-Rank Textures
International Journal of Computer Vision
Evaluation of the Texture Analysis Using Spectral Correlation Function
Fundamenta Informaticae
Multiscale texture segmentation via a contourlet contextual hidden Markov model
Digital Signal Processing
Statistical texture retrieval in noise using complex wavelets
Image Communication
Retrieval of high-dimensional visual data: current state, trends and challenges ahead
Multimedia Tools and Applications
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We present a statistical model for characterizing texture images based on wavelet-domain hidden Markov models. With a small number of parameters, the new model captures both the subband marginal distributions and the dependencies across scales and orientations of the wavelet descriptors. Applied to the steerable pyramid, once it is trained for an input texture image, the model can be easily steered to characterize that texture at any other orientation. Furthermore, after a diagonalization operation, we obtain a rotation-invariant model of the texture image. We also propose a fast algorithm to approximate the Kullback-Leibler distance between two wavelet-domain hidden Markov models. We demonstrate the effectiveness of the new texture models in retrieval experiments with large image databases, where significant improvements are shown.