Automatic text processing
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
International Journal of Computer Vision
Automatic partitioning of full-motion video
Multimedia Systems
Multimedia Systems - Special issue on content-based retrieval
An integrated color-spatial approach to content-based image retrieval
Proceedings of the third ACM international conference on Multimedia
Production model based digital video segmentation
Multimedia Tools and Applications
VisualSEEk: a fully automated content-based image query system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Robot Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Non-parametric Local Transforms for Computing Visual Correspondence
ECCV '94 Proceedings of the Third European Conference-Volume II on Computer Vision - Volume II
Generalized Search Trees for Database Systems
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Image Indexing Using Color Correlograms
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Histogram refinement for content-based image retrieval
WACV '96 Proceedings of the 3rd IEEE Workshop on Applications of Computer Vision (WACV '96)
PicHunter: Bayesian Relevance Feedback for Image Retrieval
ICPR '96 Proceedings of the International Conference on Pattern Recognition (ICPR '96) Volume III-Volume 7276 - Volume 7276
Spatial Color Indexing and Applications
International Journal of Computer Vision
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Browsing image databases with Galois' lattices
Proceedings of the 2002 ACM symposium on Applied computing
Information Retrieval from Documents: A Survey
Information Retrieval
Local Color Analysis for Scene Break Detection Applied to TV Commercials Recognition
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
A new approach to color person image indexing and retrieval
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
Buoy indexing of metric feature spaces for fast approximate image queries
Proceedings of the sixth Eurographics workshop on Multimedia 2001
Live@web.com: using CBIR technology in interactive web-TV
Proceedings of the sixth Eurographics workshop on Multimedia 2001
Shape measures for image retrieval
Pattern Recognition Letters
Context-dependent segmentation and matching in image databases
Computer Vision and Image Understanding
Visualisation and comparison of image collections based on self-organised maps
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Real time repeated video sequence identification
Computer Vision and Image Understanding
Content-based image collection profiling and comparison via self-organised maps
Design and application of hybrid intelligent systems
Multiresolution Histograms and Their Use for Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters
Machine Vision and Applications
Compact colour descriptors for colour-based image retrieval
Signal Processing - Special section on content-based image and video retrieval
Home photo indexing using learned visual keywords
VIP '02 Selected papers from the 2002 Pan-Sydney workshop on Visualisation - Volume 22
Video summarization using personal photo libraries
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Hierarchical building recognition
Image and Vision Computing
Content-based image retrieval using joint correlograms
Multimedia Tools and Applications
User-adaptive home video summarization using personal photo libraries
Proceedings of the 6th ACM international conference on Image and video retrieval
A review of text and image retrieval approaches for broadcast news video
Information Retrieval
The history of histograms (abridged)
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Adding fractal dimension as textural feature for content based image retrieval
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
Discrete data clustering using finite mixture models
Pattern Recognition
Accelerating Integral Histograms Using an Adaptive Approach
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Adaptive image retrieval based on the spatial organization of colors
Computer Vision and Image Understanding
Attention driven visual processing for an interactive dialog robot
Proceedings of the 2009 ACM symposium on Applied Computing
Local Triplet Pattern for Content-Based Image Retrieval
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Design and implementation of a fuzzy-modified ant colony hardware structure for image retrieval
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Multi-resolution semantic-based imagery retrieval using hidden Markov models and decision trees
Expert Systems with Applications: An International Journal
An intelligent image retrieval system based on the synergy of color and artificial ant colonies
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Image statistics: from data collection to applications in graphics
ACM SIGGRAPH 2010 Courses
Discrete visual features modeling via leave-one-out likelihood estimation and applications
Journal of Visual Communication and Image Representation
Approximate image color correlograms
Proceedings of the international conference on Multimedia
Improvement of reuse of classifiers in CBIR using SVM active learning
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Effective color image retrieval based on the gaussian mixture model
CCIW'11 Proceedings of the Third international conference on Computational color imaging
A compact auto color correlation using binary coding stream for image retrieval
Proceedings of the 15th WSEAS international conference on Computers
Image retrieval based on Gaussian mixture approach to color localization
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Image annotation for adaptive enhancement of uncalibrated color images
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Selective color image retrieval based on the gaussian mixture model
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Cloudpress 2.0: a new-age news retrieval system on the cloud
International Journal of Information and Communication Technology
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Color histograms are widely used for content-based image retrieval due to their efficiency and robustness. However, a color histogram only records an image's overall color composition, so images with very different appearances can have similar color histograms. This problem is especially critical in large image databases, where many images have similar color histograms. In this paper, we propose an alternative to color histograms called a joint histogram, which incorporates additional information without sacrificing the robustness of color histograms. We create a joint histogram by selecting a set of local pixel features and constructing a multidimensional histogram. Each entry in a joint histogram contains the number of pixels in the image that are described by a particular combination of feature values. We describe a number of different joint histograms, and evaluate their performance for image retrieval on a database with over 210,000 images. On our benchmarks, joint histograms outperform color histograms by an order of magnitude.