Recognition without Correspondence using MultidimensionalReceptive Field Histograms
International Journal of Computer Vision
Approximation algorithms for projective clustering
SODA '00 Proceedings of the eleventh annual ACM-SIAM symposium on Discrete algorithms
The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
Subband image segmentation using VQ for content-based image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Unsupervised Segmentation of Color-Texture Regions in Images and Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bridging the semanitic gap in image retrieval
Distributed multimedia databases
Contour and Texture Analysis for Image Segmentation
International Journal of Computer Vision
Spatial Color Indexing Using Rotation, Translation, and Scale Invariant Anglograms
Multimedia Tools and Applications
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying
IEEE Transactions on Pattern Analysis and Machine Intelligence
Indexing Flower Patent Images Using Domain Knowledge
IEEE Intelligent Systems
Rotation and scale invariant wavelet feature for content-based texture image retrieval
Journal of the American Society for Information Science and Technology
A design tool for camera-based interaction
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Evaluating Image Segmentation Algorithms Using the Pareto Front
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
A Probabilistic Framework for Spatio-Temporal Video Representation & Indexing
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Probabilistic and Voting Approaches to Cue Integration for Figure-Ground Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Real-Time Maintenance of Figure-Ground Segmentation
ICVS '99 Proceedings of the First International Conference on Computer Vision Systems
Content-Based Image Retrieval Using Regional Representation
Proceedings of the 10th International Workshop on Theoretical Foundations of Computer Vision: Multi-Image Analysis
Grouping in the Normalized Cut Framework
Shape, Contour and Grouping in Computer Vision
Blobworld: A System for Region-Based Image Indexing and Retrieval
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Region Queries without Segmentation for Image Retrieval by Content
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Image Retrieval by Regions: Coarse Segmentation and Fine Color Description
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Video Object Hyper-Links for Streaming Applications
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
3D Clothes Modeling from Photo Cloned Human Body
VW '00 Proceedings of the Second International Conference on Virtual Worlds
Retrieving Images by Content: The Surfimage System
MIS '98 Proceedings of the 4th International Workshop on Advances in Multimedia Information Systems
Unsupervised Image Clustering Using the Information Bottleneck Method
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Classification of color textures by Gabor filtering
Machine Graphics & Vision International Journal - Special issue on latest results in colour image processing and applications
A continuous probabilistic framework for image matching
Computer Vision and Image Understanding
The OD theory of TOD: the use and limits of temporal information for object discovery
Eighteenth national conference on Artificial intelligence
Rotation-invariant texture feature for image retrieval
Computer Vision and Image Understanding
Approximation algorithms for projective clustering
Journal of Algorithms
Non-Photorealistic Rendering and Content-Based Image Retrieval
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Recognizing image "style" and activities in video using local features and naive Bayes
Pattern Recognition Letters
Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
International Journal of Computer Vision
Image retrieval using color histograms generated by Gauss mixture vector quantization
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
FOCUS: a system for searching for multi-colored objects in a diverse image database
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Image segmentation based on maximum-likelihood estimation and optimum entropy-distribution (MLE-OED)
Pattern Recognition Letters
Natural Image Statistics for Natural Image Segmentation
International Journal of Computer Vision
A picture is worth a thousand keywords: image-based object search on a mobile platform
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Evaluation axes for medical image retrieval systems: the imageCLEF experience
Proceedings of the 13th annual ACM international conference on Multimedia
International Journal of Computer Vision
Effective image and video mining: an overview of model-based approaches
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
Unsupervised color-texture segmentation based on soft criterion with adaptive mean-shift clustering
Pattern Recognition Letters
Constructing a 3D trunk model from two images
Graphical Models
Clustering in video data: Dealing with heterogeneous semantics of features
Pattern Recognition
A color image segmentation approach for content-based image retrieval
Pattern Recognition
Content-based object organization for efficient image retrieval in image databases
Decision Support Systems
Region-based image retrieval using an object ontology and relevance feedback
EURASIP Journal on Applied Signal Processing
Texture-based feature tracking for effective time-varying data visualization
IEEE Transactions on Visualization and Computer Graphics
Registration of Challenging Image Pairs: Initialization, Estimation, and Decision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Medical image classification by supervised machine learning
AIC'06 Proceedings of the 6th WSEAS International Conference on Applied Informatics and Communications
Illumination invariant medical image retrieval using relative vector
AIC'06 Proceedings of the 6th WSEAS International Conference on Applied Informatics and Communications
Architecture for personal digital library
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Journal of Biomedical Informatics
Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Portrait Identification in Digitized Paintings on the Basis of a Face Detection System
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
Machine learning for automatic mapping of planetary surfaces
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
Hierarchical multiple Markov chain model for unsupervised texture segmentation
IEEE Transactions on Image Processing
Colour, texture, and motion in level set based segmentation and tracking
Image and Vision Computing
Predictive visual context in object detection
CONTEXT'03 Proceedings of the 4th international and interdisciplinary conference on Modeling and using context
Robust multi-scale extraction of blob features
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Predicting detection events from Bayesian scene recognition
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Context based object detection from video
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Efficient graph cuts for multiclass interactive image segmentation
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Image segmentation using co-EM strategy
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Learning-based license plate detection in vehicle image database
International Journal of Intelligent Information and Database Systems
Improving motion-based object detection by incorporating object-specific knowledge
International Journal of Intelligent Information and Database Systems
Image segmentation with patch-pair density priors
Proceedings of the international conference on Multimedia
Spatial segmentation of temporal texture using mixture linear models
WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
An unsupervised method for active region extraction in sports videos
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Image region segmentation based on color coherence quantization
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 I
Automatic recognition of landforms on mars using terrain segmentation and classification
DS'06 Proceedings of the 9th international conference on Discovery Science
Density estimation using mixtures of mixtures of gaussians
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Image retrieval by content using segmentation approach
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Combining textual and visual features for cross-language medical image retrieval
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
New color correction approach to multi-view images with region correspondence
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Querying web images by topic and example specification methods
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
SMIRE: similar medical image retrieval engine
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
| Hi-index | 0.00 |
Retrieving images fromlarge and varied collections using image content as a key is a challenging and important problem. In this paper we present a new image representation which provides a transformation from the raw pixel data to a small set of image regions which are coherent in color and texture space. This so-called "blobworld" representation is based on segmentation using the Expectation-Maximization algorithm on combined color and texture features. The texture features we use for the segmentation arise from a new approach to texture description and scale selection.We describe a system that uses the blobworld representation to retrieve images. An important and unique aspect of the system is that, in the context of similarity-based querying, the user is allowed to view the internal representation of the submitted image and the query results. Similar systems do not offer the user this view into the workings of the system; consequently, the outcome of many queries on these systems can be quite inexplicable, despite the availability of knobs for adjusting the similaritymetric.