Localizing Overlapping Parts by Searching the Interpretation Tree
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust regression and outlier detection
Robust regression and outlier detection
Using probabilistic domain knowledge to reduce the expected computational cost of template matching
Computer Vision, Graphics, and Image Processing
International Journal of Computer Vision
Decision theoretic generalizations of the PAC model for neural net and other learning applications
Information and Computation
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
An integrated color-spatial approach to content-based image retrieval
Proceedings of the third ACM international conference on Multimedia
Photobook: content-based manipulation of image databases
International Journal of Computer Vision
Data and Model-Driven Selection Using Color Regions
International Journal of Computer Vision
Combining supervised learning with color correlograms for content-based image retrieval
MULTIMEDIA '97 Proceedings of the fifth ACM international conference on Multimedia
Intelligent image databases: towards advanced image retrieval
Intelligent image databases: towards advanced image retrieval
Comparing images using joint histograms
Multimedia Systems - Special issue on video content based retrieval
Comparing Images Using the Hausdorff Distance
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient Color Histogram Indexing for Quadratic Form Distance Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Finding Waldo, or Focus of Attention Using Local Color Information
IEEE Transactions on Pattern Analysis and Machine Intelligence
Finding Pictures of Objects in Large Collections of Images
ECCV '96 Proceedings of the International Workshop on Object Representation in Computer Vision II
Object Recognition Using Subspace Methods
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume II - Volume II
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)
Object indexing using an iconic sparse distributed memory
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
On representation and matching of multi-coloured objects
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
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
Indexing Colored Surfaces in Images
ICPR '96 Proceedings of the International Conference on Pattern Recognition (ICPR '96) Volume III-Volume 7276 - Volume 7276
Spatial Color Indexing and Applications
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Condensing Image Databases when Retrieval is Based on Non-Metric Distances
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Focused color intersection with efficient searching for object detection and image retrieval
ICMCS '96 Proceedings of the 1996 International Conference on Multimedia Computing and Systems
Rapid scene analysis on compressed video
IEEE Transactions on Circuits and Systems for Video Technology
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Computer Vision and Image Understanding
Spectrally Layered Color Indexing
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
An image retrieval method using DCT features
Journal of Computer Science and Technology
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parallel Local Histogram Comparison Hardware Architecture for Content-Based Image Retrieval
Journal of Intelligent and Robotic Systems
Multiresolution Histograms and Their Use for Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spectral gradients for color-based object recognition and indexing
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
Transformation of Compressed Domain Features for Content-Based Image Indexing and Retrieval
Multimedia Tools and Applications
Extraction of Film Takes for Cinematic Analysis
Multimedia Tools and Applications
Online Selection of Discriminative Tracking Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image retrieval and perceptual similarity
ACM Transactions on Applied Perception (TAP)
A framework for moderate vocabulary semantic visual concept detection
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Using color reach histogram for object search in colour and/or depth scene
Pattern Recognition
A survey of advances in vision-based human motion capture and analysis
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Supervised Learning of Semantic Classes for Image Annotation and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification of video events using 4-dimensional time-compressed motion features
Proceedings of the 6th ACM international conference on Image and video retrieval
Context-Based Object-Class Recognition and Retrieval by Generalized Correlograms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Making colors worth more than a thousand words
Proceedings of the 2008 ACM symposium on Applied computing
Discrete data clustering using finite mixture models
Pattern Recognition
Adaptive image retrieval based on the spatial organization of colors
Computer Vision and Image Understanding
Viewpoint Invariant Pedestrian Recognition with an Ensemble of Localized Features
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Semantic image annotation via hierarchical classification
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
Foundations and Trends in Information Retrieval
Large scale incremental web video categorization
WSMC '09 Proceedings of the 1st workshop on Web-scale multimedia corpus
Occlusion reasoning for tracking multiple people
IEEE Transactions on Circuits and Systems for Video Technology
Integrating spatial and color information in images using a statistical framework
Expert Systems with Applications: An International Journal
Parasite detection and identification for automated thin blood film malaria diagnosis
Computer Vision and Image Understanding
Learning Query-Dependent Distance Metrics for Interactive Image Retrieval
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Spatial pyramid based histogram representation for visual tracking with partial occlusion
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Wavelet correlogram: A new approach for image indexing and retrieval
Pattern Recognition
International Journal of Computer Vision
Content-based image retrieval using shape and depth from an engineering database
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
DelosDLMS - the integrated DELOS digital library management system
DELOS'07 Proceedings of the 1st international conference on Digital libraries: research and development
Description, matching and retrieval by content of 3D objects
DELOS'07 Proceedings of the 1st international conference on Digital libraries: research and development
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Discrete visual features modeling via leave-one-out likelihood estimation and applications
Journal of Visual Communication and Image Representation
Multi-model classification method in heterogeneous image databases
Pattern Recognition
Scalable discriminant feature selection for image retrieval and recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Modeling continuous visual features for semantic image annotation and retrieval
Pattern Recognition Letters
Object tracking using parallel local colour histogram method
International Journal of Computational Vision and Robotics
A novel histogram-based feature representation and its application in sport players classification
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
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
A novel content-based image retrieval approach using fuzzy combination of color and texture
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Visual memes in social media: tracking real-world news in YouTube videos
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Million-scale near-duplicate video retrieval system
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Modified color co-occurrence matrix for image retrieval
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Efficient object identification and localization for image retrieval using query-by-region
Computers & Mathematics with Applications
Writer-independent off-line signature verification using surroundedness feature
Pattern Recognition Letters
Correlogram-based method for comparing biological sequences
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Segmentation and recognition of traffic signs using shape information
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Curvature correlograms for content based retrieval of 3d objects
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Color recognition with compact color features
International Journal of Communication Systems
Deriving kernels from generalized Dirichlet mixture models and applications
Information Processing and Management: an International Journal
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
Learning semantic concepts from image database with hybrid generative/discriminative approach
Engineering Applications of Artificial Intelligence
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We define a new image feature called the color correlogramand use it for image indexing and comparison. This feature distills the spatial correlation of colors and when computed efficiently, turns out to be both effective and inexpensive for content-based image retrieval. The correlogram is robust in tolerating large changes in appearance and shape caused by changes in viewing position, camera zoom, etc. Experimental evidence shows that this new feature outperforms not only the traditional color histogram method but also the recently proposed histogram refinement methods for image indexing/retrieval. We also provide a technique to cut down the storage requirement of the correlogram so that it is the same as that of histograms, with only negligible performance penalty compared to the original correlogram.We also suggest the use of color correlogram as a generic indexing tool to tackle various problems arising from image retrieval and video browsing. We adapt the correlogram to handle the problems of image subregion querying, object localization, object tracking, and cut detection. Experimental results again suggest that the color correlogram is more effective than the histogram for these applications, with insignificant additionalstorage or processing cost.