Representation of images for classification with independent features
Pattern Recognition Letters
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
A Novel Method for Off-line Handwriting-based Writer Identification
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Image retrieval based on 2-D histogram of fractal parameters
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Improve maximum likelihood estimation for subband GGD parameters
Pattern Recognition Letters
Efficient wavelet-based predictive Slepian-Wolf coding for hyperspectral imagery
Signal Processing - Special section: Distributed source coding
Methodology of wavelet packet selection for event detection
Signal Processing - Special section: Multimodal human-computer interfaces
Texture image retrieval using rotated wavelet filters
Pattern Recognition Letters
Texture retrieval based on a non-parametric measure for multivariate distributions
Proceedings of the 6th ACM international conference on Image and video retrieval
Supervised Texture Classification Using Characteristic Generalized Gaussian Density
Journal of Mathematical Imaging and Vision
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Image texture classification using wavelet packet transform and probabilistic neural network
Intelligent Data Analysis
Writer identification using global wavelet-based features
Neurocomputing
A lightweight rao-cauchy detector for additive watermarking in the dwt-domain
Proceedings of the 10th ACM workshop on Multimedia and security
A Contourlet-Based Method for Wavelet Neural Network Automatic Target Recognition
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Lighting-by-Example with Wavelets
SG '07 Proceedings of the 8th international symposium on Smart Graphics
Toward Image-Based Localization for AIBO Using Wavelet Transform
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Diverse Evolutionary Neural Networks Based on Information Theory
Neural Information Processing
Combining similarity measures in content-based image retrieval
Pattern Recognition Letters
Modeling Marginal Distributions of Gabor Coefficients: Application to Biometric Template Reduction
Biometrics and Identity Management
Sparse Multiscale Patches (SMP) for Image Categorization
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Novel Approaches for Exclusive and Continuous Fingerprint Classification
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Image retrieval using augmented block truncation coding techniques
Proceedings of the International Conference on Advances in Computing, Communication and Control
Texture image retrieval based on non-tensor product wavelet filter banks
Signal Processing
Sparse Multiscale Patches for Image Processing
Emerging Trends in Visual Computing
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
Letters: Complex wavelet based texture classification
Neurocomputing
Universal Estimation of Information Measures for Analog Sources
Foundations and Trends in Communications and Information Theory
An efficient watermarking technique for the protection of fingerprint images
EURASIP Journal on Information Security
Generalized Gaussian density for skin detection in DCT domai
Machine Graphics & Vision International Journal
IEEE Transactions on Image Processing
Wavelet-based SAR image despeckling and information extraction, using particle filter
IEEE Transactions on Image Processing
Image segmentation based on GrabCut framework integrating multiscale nonlinear structure tensor
IEEE Transactions on Image Processing
Nonwoven uniformity identification using wavelet texture analysis and LVQ neural network
Expert Systems with Applications: An International Journal
Image and Vision Computing
Sided and symmetrized Bregman centroids
IEEE Transactions on Information Theory
M-band ridgelet transform based texture classification
Pattern Recognition Letters
Texture Characterization Using a Curvelet Based Descriptor
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
IEEE Transactions on Image Processing
Smooth adaptation by sigmoid shrinkage
Journal on Image and Video Processing
Image retrieval by Kekre's transform applied on each row of Walsh transformed VQ codebook
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Stochastic texture analysis for monitoring stochastic processes in industry
Pattern Recognition Letters
Color texture analysis using the wavelet-based hidden Markov model
Pattern Recognition Letters
Improving fractal codes based image retrieval using histogram of collage errors
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
A new wavelet-based texture descriptor for image retrieval
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
A complex generalized Gaussian distribution: characterization, generation, and estimation
IEEE Transactions on Signal Processing
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Rotation-invariant texture recognition
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Image similarity based on Discrete Wavelet Transform for robots with low-computational resources
Robotics and Autonomous Systems
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
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A joint model of complex wavelet coefficients for texture retrieval
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multiscale skewed heavy tailed model for texture analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Adaptive directional wavelet transform based on directional prefiltering
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Lightweight probabilistic texture retrieval
IEEE Transactions on Image Processing
Application-independent feature selection for texture classification
Pattern Recognition
Classification of steganalysis techniques: A study
Digital Signal Processing
An examplar-based approach for texture compaction synthesis and retrieval
IEEE Transactions on Image Processing
Texture classification using refined histogram
IEEE Transactions on Image Processing
Watermark detection on quantized transform coefficients using product bernoulli distributions
Proceedings of the 12th ACM workshop on Multimedia and security
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Scaling-invariant boundary image matching using time-series matching techniques
Data & Knowledge Engineering
IEEE Transactions on Signal Processing
Medical case retrieval from a committee of decision trees
IEEE Transactions on Information Technology in Biomedicine
Bayesian texture classification and retrieval based on multiscale feature vector
Pattern Recognition Letters
Estimation of the orientation of textured patterns via wavelet analysis
Pattern Recognition Letters
A hierarchical Bayesian model for frame representation
IEEE Transactions on Signal Processing
Sign and magnitude of local patterns for image indexing and retrieval
International Journal of Computational Vision and Robotics
Texture recognition by generalized probabilistic decision-based neural networks
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Query by image texture pattern content using Haar transform matrix and image bitmaps
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Contourlet-based texture classification with product bernoulli distributions
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
International Journal of Computer Vision
Statistical multisensor image segmentation in complex wavelet domains
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Contourlet-based texture retrieval using a mixture of generalized gaussian distributions
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Color texture classification using rao distance between multivariate copula based models
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Hybrid face recognition based on real-time multi-camera stereo-matching
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Image clustering fusion technique based on BFS
Proceedings of the 20th ACM international conference on Information and knowledge management
Computers and Electrical Engineering
Rotation invariant texture characterization using a curvelet based descriptor
Pattern Recognition Letters
A relevance feedback approach for content based image retrieval using gaussian mixture models
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Use of contourlets for image retrieval
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Compressed domain image retrieval using JPEG2000 and gaussian mixture models
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
Efficient shape indexing using an information theoretic representation
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
A novel texture descriptor using over-complete wavelet transform and its fractal signature
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Expert system design using wavelet and color vocabulary trees for image retrieval
Expert Systems with Applications: An International Journal
A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering
Expert Systems with Applications: An International Journal
Semi-supervised image classification for automatic construction of a health image library
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Wavelet ridges for musical instrument classification
Journal of Intelligent Information Systems
Characterization, similarity score and uniqueness associated with perspiration pattern
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Journal of Computer and System Sciences
CAPIRE: a context-aware points of interest REcognition system using a CBIR approach
FMN'10 Proceedings of the Third international conference on Future Multimedia Networking
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
Directed enumeration method in image recognition
Pattern Recognition
On the Geometry of Multivariate Generalized Gaussian Models
Journal of Mathematical Imaging and Vision
Rotation Invariant Curvelet Features for Region Based Image Retrieval
International Journal of Computer Vision
Exploring probabilistic localized video representation for human action recognition
Multimedia Tools and Applications
Multi-model approach for multicomponent texture classification
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Statistical contourlet subband characterization for texture image retrieval
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Optimum detection of multiplicative-multibit watermarking for fingerprint images
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Learning basic patterns from repetitive texture surfaces under non-rigid deformations
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Journal of Visual Communication and Image Representation
A new method for image retrieval based on analyzing fractal coding characters
Journal of Visual Communication and Image Representation
Image annotation by semi-supervised cross-domain learning with group sparsity
Journal of Visual Communication and Image Representation
Information Sciences: an International Journal
Multiscale texture segmentation via a contourlet contextual hidden Markov model
Digital Signal Processing
Image classification with manifold learning for out-of-sample data
Signal Processing
A performance evaluation of gradient field HOG descriptor for sketch based image retrieval
Computer Vision and Image Understanding
Digital Signal Processing
Statistical texture retrieval in noise using complex wavelets
Image Communication
Relative phase in dual tree shearlets
Signal Processing
Lapped transform-based image denoising with the generalised Gaussian prior
International Journal of Computational Vision and Robotics
Hi-index | 0.09 |
We present a statistical view of the texture retrieval problem by combining the two related tasks, namely feature extraction (FE) and similarity measurement (SM), into a joint modeling and classification scheme. We show that using a consistent estimator of texture model parameters for the FE step followed by computing the Kullback-Leibler distance (KLD) between estimated models for the SM step is asymptotically optimal in term of retrieval error probability. The statistical scheme leads to a new wavelet-based texture retrieval method that is based on the accurate modeling of the marginal distribution of wavelet coefficients using generalized Gaussian density (GGD) and on the existence a closed form for the KLD between GGDs. The proposed method provides greater accuracy and flexibility in capturing texture information, while its simplified form has a close resemblance with the existing methods which uses energy distribution in the frequency domain to identify textures. Experimental results on a database of 640 texture images indicate that the new method significantly improves retrieval rates, e.g., from 65% to 77%, compared with traditional approaches, while it retains comparable levels of computational complexity