Periodicity, Directionality, and Randomness: Wold Features for Image Modeling and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction to the Special Section on Digital Libraries: Representation and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
A society of models for video and image libraries
IBM Systems Journal
Comparing images using color coherence vectors
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Probabilistic Visual Learning for Object Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
VideoQ: an automated content based video search system using visual cues
MULTIMEDIA '97 Proceedings of the fifth ACM international conference on Multimedia
Combining supervised learning with color correlograms for content-based image retrieval
MULTIMEDIA '97 Proceedings of the fifth ACM international conference on Multimedia
Learning to Recognize Volcanoes on Venus
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Iterative refinement by relevance feedback in content-based digital image retrieval
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia
An automatic hierarchical image classification scheme
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia
A research prototype image retrieval system
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
A Region-Based Representation of Images in MARS
Journal of VLSI Signal Processing Systems - special issue on multimedia signal processing
Learnable visual keywords for image classification
Proceedings of the fourth ACM conference on Digital libraries
Automatic Detection of Human Nudes
International Journal of Computer Vision - 1998 Marr Prize
Spatial Color Indexing and Applications
International Journal of Computer Vision
Ranking digital images using combination of evidences (poster session)
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Subband image segmentation using VQ for content-based image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
PicASHOW: pictorial authority search by hyperlinks on the web
ACM Transactions on Information Systems (TOIS)
Informaton theoretic similarity measures for content based image retrieval
Journal of the American Society for Information Science and Technology - Visual based retrieval systems and web mining
Content-based visual information retrieval
Distributed multimedia databases
Content-based trademark recognition and retrieval based on discrete synergetic neural network
Distributed multimedia databases
On the Sequential Accumulation of Evidence
International Journal of Computer Vision - Special issue: Research at McGill University
Advanced algorithmic approaches to medical image segmentation
Retrieval of still images by content
Lectures on information retrieval
Proceedings of the 2nd international symposium on Smart graphics
An Approach to a Content-Based Retrieval ofMultimedia Data
Multimedia Tools and Applications
VisualGREP: A Systematic Method to Compare and RetrieveVideo Sequences
Multimedia Tools and Applications
Filter Image Browsing: Interactive Image Retrieval by Using Database Overviews
Multimedia Tools and Applications
Model-Based Video Classification toward Hierarchical Representation, Indexing and Access
Multimedia Tools and Applications
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Shape Features for Content-Based Image Retrieval
Journal of Mathematical Imaging and Vision
Toward Web-Based Application Management Systems
IEEE Transactions on Knowledge and Data Engineering
ImageMap: An Image Indexing Method Based on Spatial Similarity
IEEE Transactions on Knowledge and Data Engineering
An Object-Oriented Fuzzy Data Model for Similarity Detection in Image Databases
IEEE Transactions on Knowledge and Data Engineering
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Indexing Flower Patent Images Using Domain Knowledge
IEEE Intelligent Systems
Content-based retrieval from trademark databases
Pattern Recognition Letters
Rotation and scale invariant wavelet feature for content-based texture image retrieval
Journal of the American Society for Information Science and Technology
Dissimilarity computation through low rank corrections
Pattern Recognition Letters
Nearest Neighbors Can Be Found Efficiently If the Dimension Is Small Relative to the Input Size
ICDT '03 Proceedings of the 9th International Conference on Database Theory
Structural Learning from Iconic Representations
IBERAMIA-SBIA '00 Proceedings of the International Joint Conference, 7th Ibero-American Conference on AI: Advances in Artificial Intelligence
Using Graph Search Techniques for Contextual Colour Retrieval
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Retrieval of Still Images by Content
ESSIR '00 Proceedings of the Third European Summer-School on Lectures on Information Retrieval-Revised Lectures
Digital Image Similarity for Geo-spatial Knowledge Management
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Bayesian Learning for Image Retrieval Using Multiple Features
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
An Abstract Image Representation Based on Edge Pixel Neighborhood Information (EPNI)
EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology
Classification-Driven Pathological Neuroimage Retrieval Using Statistical Asymmetry Measures
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Invariant Image Retrieval Using Wavelet Maxima Moment
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Image Retrieval Using Fuzzy Triples
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Categorizing Visual Contents by Matching Visual ``Keywords''
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Blobworld: A System for Region-Based Image Indexing and Retrieval
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Highly Discriminative Invariant FEatures for Image Matching
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Relevance Feedback and Term Weighting Schemes for Content-Based Image Retrieval
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Computing Dissimilarity Between Hand-drawn Sketches and Digitized Images
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Similarity Search Using Multiple Examples in MARS
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Adaptive Processing of Tree-Structure Image Representation
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Modeling and Retrieving Audiovisual Information: A Soccer Video Retrieval System
MIS '98 Proceedings of the 4th International Workshop on Advances in Multimedia Information Systems
Retrieving Images by Content: The Surfimage System
MIS '98 Proceedings of the 4th International Workshop on Advances in Multimedia Information Systems
Querying Image Database by Video Content
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Color-Based Pseudo Object Model for Image Retrieval with Relevance Feedback
AMCP '98 Proceedings of the First International Conference on Advanced Multimedia Content Processing
Visual Clustering of Trademarks Using the Self-Organizing Map
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Design and Implementation of COIRS (a COncept-based Image Retrieval System)
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Modelling subjectivity in visual perception of orientation for image retrieval
Information Processing and Management: an International Journal - Modelling vagueness and subjectivity in information access
A hierarchical access control model for video database systems
ACM Transactions on Information Systems (TOIS)
Rotation-invariant texture feature for image retrieval
Computer Vision and Image Understanding
eID: a system for exploration of image databases
Information Processing and Management: an International Journal
An Object-Oriented Framework for Content-Based Image Retrieval Based on 5-Tier Architecture
APSEC '99 Proceedings of the Sixth Asia Pacific Software Engineering Conference
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
Retrieval Performance Improvement through Low Rank Corrections
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
Fast Shape Retrieval Using Term Frequency Vectors
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
Differential Feature Distribution Maps for Image Segmentation and Region Queries in Image Databases
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
Hierarchical Content Description and Object Formation by Learning
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
A Graph Based Object Description for Information Retrieval in Digital Image and Video Libraries
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
Fuzzy Relational Distance for Large-Scale Object Recognition
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
A Classification Based Similarity Metric for 3D Image Retrieval
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Efficient Query Refinement for Image Retrieval
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Integrated spatial and feature image query
Multimedia Systems
Relevance Feedback Techniques for Color-based Image Retrieval
MMM '98 Proceedings of the 1998 Conference on MultiMedia Modeling
The 3D Wunderkammer An Indexing by Placing Approach to the Image Storage and Retrieval
TPCG '03 Proceedings of the Theory and Practice of Computer Graphics 2003
Developing an object-oriented framework for content-based image retrieval
Software—Practice & Experience
Accessing Video Contents through Key Objects over IP
Multimedia Tools and Applications
Image Content-Based Retrieval Using Chromaticity Moments
IEEE Transactions on Knowledge and Data Engineering
Image retrieval with embedded region relationships
Proceedings of the 2003 ACM symposium on Applied computing
R-Histogram: quantitative representation of spatial relations for similarity-based image retrieval
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
MRF-MAP-MFT visual object segmentation based on motion boundary field
Pattern Recognition Letters
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Constraint Based Region Matching for Image 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
Integrating similarity-based queries in image DBMSs
Proceedings of the 2004 ACM symposium on Applied computing
WALRUS: A Similarity Retrieval Algorithm for Image Databases
IEEE Transactions on Knowledge and Data Engineering
Content-based image retrieval by clustering
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Texture representation based on pattern map
Signal Processing
Generating fuzzy semantic metadata describing spatial relations from images using the R-histogram
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
The Use of Eigenpictures for Optical Character Recognition
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
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
Combining spatial and colour information for content based image retrieval
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Object of interest-based visual navigation, retrieval, and semantic content identification system
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Improving retrieval performance by region constraints and relevance feedback
Journal of Computer Science and Technology
Texture based medical image indexing and retrieval: application to cardiac imaging
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
R*-Histograms: efficient representation of spatial relations between objects of arbitrary topology
Proceedings of the 12th annual ACM international conference on Multimedia
Image Database Design Based on 9D-SPA Representation for Spatial Relations
IEEE Transactions on Knowledge and Data Engineering
Transformation of Compressed Domain Features for Content-Based Image Indexing and Retrieval
Multimedia Tools and Applications
Effective invariant features for shape-based image retrieval: Research Articles
Journal of the American Society for Information Science and Technology
Signal Processing - Special section on content-based image and video retrieval
Adaptive relevance feedback based on Bayesian inference for image retrieval
Signal Processing - Special section on content-based image and video retrieval
A Generic Scheme for Color Image Retrieval Based on the Multivariate Wald-Wolfowitz Test
IEEE Transactions on Knowledge and Data Engineering
A database centric view of semantic image annotation and retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A motion-flow-based fast video retrieval system
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Evaluation strategies for image understanding and retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
A content-based image retrieval system for fish taxonomy
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
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
Classify By Representative Or Associations (CBROA): a hybrid approach for image classification
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
Region-based CBIR in GIS with local space filling curves to spatial representation
Pattern Recognition Letters - Special issue: Pattern recognition in remote sensing (PRRS 2004)
Home photo indexing using learned visual keywords
VIP '02 Selected papers from the 2002 Pan-Sydney workshop on Visualisation - Volume 22
Design of tele-educational system for interpreting dental tumor images
Journal of Medical Systems
CLAIRE: A modular support vector image indexing and classification system
ACM Transactions on Information Systems (TOIS)
Knowledge Discovery from Semi-Structured Data for Conceptual Organization
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
An empirical investigation of user term feedback in text-based targeted image search
ACM Transactions on Information Systems (TOIS)
A survey of content-based image retrieval with high-level semantics
Pattern Recognition
Retrieval of images of man-made structures based on projective invariance
Pattern Recognition
Multi-object image retrieval based on shape and topology
Image Communication
Standards for image annotation using Semantic Web
Computer Standards & Interfaces
Retrieval of textured images through the use of quantization and modal analysis
Pattern Recognition
Component-based visual clustering using the self-organizing map
Neural Networks
Retrieval of objects in video by similarity based on graph matching
Pattern Recognition Letters
Content-based object organization for efficient image retrieval in image databases
Decision Support Systems
Unified feature analysis in JPEG and JPEG 2000-compressed domains
Pattern Recognition
A database for medical image management
Computer Methods and Programs in Biomedicine
Applying logistic regression to relevance feedback in image retrieval systems
Pattern Recognition
Supervised Learning of Semantic Classes for Image Annotation and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic hierarchical color image classification
EURASIP Journal on Applied Signal Processing
Region-based image retrieval using an object ontology and relevance feedback
EURASIP Journal on Applied Signal Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Context-Based Object-Class Recognition and Retrieval by Generalized Correlograms
IEEE Transactions on Pattern Analysis and Machine Intelligence
A two-level relevance feedback mechanism for image retrieval
Expert Systems with Applications: An International Journal
Fast pattern recognition using normalized grey-scale correlation in a pyramid image representation
Machine Vision and Applications
Features for image retrieval: an experimental comparison
Information Retrieval
Video event mining and content management system using shot ontology description
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Color-based image retrieval using perceptually modified Hausdorff distance
Journal on Image and Video Processing - Color in Image and Video Processing
A similarity-based leaf image retrieval scheme: Joining shape and venation features
Computer Vision and Image Understanding
Content based video matching using spatiotemporal volumes
Computer Vision and Image Understanding
An Edge-based Image Copy Detection Scheme
Fundamenta Informaticae
Content-based image retrieval via distributed databases
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Constructing visual phrases for effective and efficient object-based image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Neural Information Processing
Image retrieval method based on entropy and fractal coding
WSEAS TRANSACTIONS on SYSTEMS
Image retrieval using query by contextual example
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Relevance Feedback Learning for Web Image Retrieval Using Soft Support Vector Machine
Advanced Web and NetworkTechnologies, and Applications
New method of image retrieval using fractal code on the compression domain
WSEAS TRANSACTIONS on SYSTEMS
A new relevance feedback technique for iconic image retrieval based on spatial relationships
Journal of Systems and Software
Image and Vision Computing
Proceedings of the 2007 conference on Information Modelling and Knowledge Bases XVIII
Foundations and Trends in Information Retrieval
A statistical approach for selecting discriminative features of spatial regions of interest
Intelligent Data Analysis
Ego-similarity measurement for relevance feedback
Expert Systems with Applications: An International Journal
A color-based clustering approach for web image search results
Proceedings of the 2009 International Conference on Hybrid Information Technology
PathMiner: a web-based tool for computer-assisted diagnostics in pathology
IEEE Transactions on Information Technology in Biomedicine
Adapting indexing trees to data distribution in feature spaces
Computer Vision and Image Understanding
Complex Zernike moments features for shape-based image retrieval
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special section: Best papers from the 2007 biometrics: Theory, applications, and systems (BTAS 07) conference
Automatic textile image annotation by predicting emotional concepts from visual features
Image and Vision Computing
Large Scale Tag Recommendation Using Different Image Representations
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
Expert system based on artificial neural networks for content-based image retrieval
Expert Systems with Applications: An International Journal
A method using locality-sensitive hashing for large-scale content-based image retrieval
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
A novel fusion approach to content-based image retrieval
Pattern Recognition
A new wavelet-based texture descriptor for image retrieval
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Building image retrieval using color and line features
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
New color cluster algorithm for image retrieval
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A content based image retrieval system for a biological specimen collection
Computer Vision and Image Understanding
A flexible content-based image retrieval model and a customizable system for the retrieval of shapes
Journal of the American Society for Information Science and Technology
Image pre-classification based on saliency map for image retrieval
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
IPSILON: incremental parsing for semantic indexing of latent concepts
IEEE Transactions on Image Processing
Fast shape matching and retrieval based on approximate dynamic space warping
Artificial Life and Robotics
Multimedia data mining: state of the art and challenges
Multimedia Tools and Applications
ACM SIGGRAPH 2011 papers
Proceedings of the 2011 conference on Information Modelling and Knowledge Bases XXII
Content-based facial image retrieval using constrained independent component analysis
Information Sciences: an International Journal
Content based retrieval and classification of cultural relic images
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Evaluation of a Content-Based Retrieval System for Blood Cell Images with Automated Methods
Journal of Medical Systems
Biomedical imaging modality classification using combined visual features and textual terms
Journal of Biomedical Imaging - Special issue on Machine Learning in Medical Imaging
Journal of Visual Communication and Image Representation
A new similarity measure for random signatures: perceptually modified hausdorff distance
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Texture image retrieval: a feature-based correspondence method in fourier spectrum
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Integration of keyword and feature based search for image retrieval applications
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
An incremental updating method for clustering-based high-dimensional data indexing
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
A structured learning approach to semantic photo indexing and query
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Edge-based spatial descriptor for content-based image retrieval
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Image browsing: semantic analysis of NNk
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
A semantic fusion approach between medical images and reports using UMLS
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Using linguistic models for image retrieval
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Edge-Based spatial descriptor using color vector angle for effective image retrieval
MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence
Content based image retrieval using a metric in a perceptual colour space
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Envelope detection of multi-object shapes
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Region-Based image retrieval with perceptual colors
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
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
Evaluation of a content-based image retrieval system using features based on colour means
International Journal of Information and Communication Technology
Video model for dynamic objects
Information Sciences: an International Journal
Journal of Computer and System Sciences
Efficient probabilistic image retrieval based on a mixed feature model
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Computers & Mathematics with Applications
An Edge-based Image Copy Detection Scheme
Fundamenta Informaticae
On-line and open platform for 3D object retrieval
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
Retrieval of hand-sketched envelopes in logo images
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Research on image retrieval based on color and shape features
ICICA'12 Proceedings of the Third international conference on Information Computing and Applications
On Hierarchical Content-Based Image Retrieval by Dynamic Indexing and Guided Search
International Journal of Cognitive Informatics and Natural Intelligence
Image Retrieval based on HSV Feature and Regional Shannon Entropy
International Journal of Software Science and Computational Intelligence
Bag---of---Colors for biomedical document image classification
MCBR-CDS'12 Proceedings of the Third MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Modality classification for medical images using sparse coded affine-invariant descriptors
PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
MLRank: Multi-correlation Learning to Rank for image annotation
Pattern Recognition
A re-assembling scheme of fragmented Mokkan images
Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing
Ranking in heterogeneous social media
Proceedings of the 7th ACM international conference on Web search and data mining
Structured representations in a content based image retrieval context
Journal of Visual Communication and Image Representation
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