Ten lectures on wavelets
Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrated Region-Based Image Retrieval
Integrated Region-Based Image Retrieval
Image Segmentation and Compression Using Hidden Markov Models
Image Segmentation and Compression Using Hidden Markov Models
Computer Vision: A Modern Approach
Computer Vision: A Modern Approach
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Content-Based Image Retrieval Using Multiple-Instance Learning
ICML '02 Proceedings of the Nineteenth International Conference on Machine Learning
WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Image classification by a two-dimensional hidden Markov model
IEEE Transactions on Signal Processing
IEEE Transactions on Information Theory
Texture classification and segmentation using wavelet frames
IEEE Transactions on Image Processing
Confidence-based dynamic ensemble for image annotation and semantics discovery
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
On image auto-annotation with latent space models
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Content-based image retrieval by clustering
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic multimedia cross-modal correlation discovery
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Image Categorization by Learning and Reasoning with Regions
The Journal of Machine Learning Research
Image recognition for digital libraries
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
The story picturing engine: finding elite images to illustrate a story using mutual reinforcement
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
Multimodal concept-dependent active learning for image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
Effective automatic image annotation via a coherent language model and active learning
Proceedings of the 12th annual ACM international conference on Multimedia
Regularizing translation models for better automatic image annotation
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Automatic image annotation and retrieval using subspace clustering algorithm
Proceedings of the 2nd ACM international workshop on Multimedia databases
Semantics and feature discovery via confidence-based ensemble
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
User term feedback in interactive text-based image retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Hidden Markov models for automatic annotation and content-based retrieval of images and video
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Evaluating the impact of selection noise in community-based web search
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Using dual cascading learning frameworks for image indexing
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Using One-Class and Two-Class SVMs for Multiclass Image Annotation
IEEE Transactions on Knowledge and Data Engineering
Semantic feedback for interactive image retrieval
Proceedings of the 13th annual ACM international conference on Multimedia
Image region entropy: a measure of "visualness" of web images associated with one concept
Proceedings of the 13th annual ACM international conference on Multimedia
Learning an image-word embedding for image auto-annotation on the nonlinear latent space
Proceedings of the 13th annual ACM international conference on Multimedia
Two-scale image retrieval with significant meta-information feedback
Proceedings of the 13th annual ACM international conference on Multimedia
Image annotations by combining multiple evidence & wordNet
Proceedings of the 13th annual ACM international conference on Multimedia
A mutual semantic endorsement approach to image retrieval and context provision
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
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
The Story Picturing Engine---a system for automatic text illustration
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Automatic image annotation and retrieval using weighted feature selection
Multimedia Tools and Applications
Qualitative evaluation of automatic assignment of keywords to images
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Automatic categorization of figures in scientific documents
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Visual ontology construction for digitized art image retrieval
Journal of Computer Science and Technology
HISA: a query system bridging the semantic gap for large image databases
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
MILES: Multiple-Instance Learning via Embedded Instance Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
An adaptive graph model for automatic image annotation
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Visual pattern discovery using web images
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Image classification using cluster cooccurrence matrices of local relational features
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Video summarization using personal photo libraries
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Scalable search-based image annotation of personal images
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Image annotation refinement using random walk with restarts
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Real-time computerized annotation of pictures
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Toward bridging the annotation-retrieval gap in image search by a generative modeling approach
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
An empirical investigation of user term feedback in text-based targeted image search
ACM Transactions on Information Systems (TOIS)
Semantic Modeling of Natural Scenes for Content-Based Image Retrieval
International Journal of Computer Vision
Incorporating multiple SVMs for automatic image annotation
Pattern Recognition
Attention-driven image interpretation with application to image retrieval
Pattern Recognition
A Robust Content-Based Copy Detection Scheme
Fundamenta Informaticae
Color image retrieval technique based on color features and image bitmap
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Novel image copy detection with rotating tolerance
Journal of Systems and Software
Supervised Learning of Semantic Classes for Image Annotation and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmentation and region of interest based image retrieval in low depth of field observations
Image and Vision Computing
Proceedings of the 6th ACM international conference on Image and video retrieval
Refining image annotation using contextual relations between words
Proceedings of the 6th ACM international conference on Image and video retrieval
User-adaptive home video summarization using personal photo libraries
Proceedings of the 6th ACM international conference on Image and video retrieval
Local Experts Organization Model for Natural Scene Images Classification
Neural Processing Letters
Discovering recurrent image semantics from class discrimination
EURASIP Journal on Applied Signal Processing
Visual language modeling for image classification
Proceedings of the international workshop on Workshop on multimedia information retrieval
Proceedings of the international workshop on Workshop on multimedia information retrieval
Proceedings of the international workshop on Workshop on multimedia information retrieval
Learning the consensus on visual quality for next-generation image management
Proceedings of the 15th international conference on Multimedia
Bipartite graph reinforcement model for web image annotation
Proceedings of the 15th international conference on Multimedia
Dual cross-media relevance model for image annotation
Proceedings of the 15th international conference on Multimedia
Modeling Semantic Aspects for Cross-Media Image Indexing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Latent semantic fusion model for image retrieval and annotation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Translating topics to words for image annotation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Probabilistic based recursive model for adaptive processing of data structures
Expert Systems with Applications: An International Journal
A graph-based image annotation framework
Pattern Recognition Letters
Journal on Image and Video Processing
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Journal on Image and Video Processing
Fast computation of geometric moments using a symmetric kernel
Pattern Recognition
Pattern Recognition Letters
Semantic content analysis and annotation of histological images
Computers in Biology and Medicine
Scalable Markov model-based image annotation
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A discrete direct retrieval model for image and video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Applying the extended mass-constraint EM algorithm to image retrieval
Computers & Mathematics with Applications
Content-based image retrieval by hierarchical linear subspace method
Journal of Intelligent Information Systems
Constructing visual phrases for effective and efficient object-based image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A survey of methods for image annotation
Journal of Visual Languages and Computing
Image annotation via graph learning
Pattern Recognition
Annotating personal albums via web mining
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A novel region-based approach to visual concept modeling using web images
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Semantic lattices for multiple annotation of images
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Beyond Nouns: Exploiting Prepositions and Comparative Adjectives for Learning Visual Classifiers
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Sparse Multiscale Patches (SMP) for Image Categorization
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Embedded lattices tree: An efficient indexing scheme for content based retrieval on image databases
Journal of Visual Communication and Image Representation
Region-based image retrieval using color-size features of watershed regions
Journal of Visual Communication and Image Representation
Kansuke: A logograph look-up interface based on a few modified stroke prototypes
ACM Transactions on Computer-Human Interaction (TOCHI)
Semantic analysis of real-world images using support vector machine
Expert Systems with Applications: An International Journal
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Local Triplet Pattern for Content-Based Image Retrieval
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Image Classification Approach Based on Manifold Learning in Web Image Mining
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Search engines for digital images using MSA
NOLASC'09 Proceedings of the 8th WSEAS international conference on Non-linear analysis, non-linear systems and chaos
Tagging and retrieving images with co-occurrence models: from corel to flickr
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Capturing and reusing case-based context for image retrieval
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Context-based multi-label image annotation
Proceedings of the ACM International Conference on Image and Video Retrieval
Shape reasoning on mis-segmented and mis-labeled objects using approximated Fisher criterion
Computers and Graphics
Scale-invariant visual language modeling for object categorization
IEEE Transactions on Multimedia - Special issue on integration of context and content
An efficient and effective image representation for region-based image retrieval
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
A hybrid scheme for fast and accurate image retrieval based on color descriptors
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
Automatic cleaning and segmentation of web images based on colors to build learning databases
Image and Vision Computing
Exploiting multi-modal interactions: a unified framework
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Unsupervised Clustering of Clickthrough Data for Automatic Annotation of Multimedia Content
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Defining a Set of Features Using Histogram Analysis for Content Based Image Retrieval
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Generalized Relevance Models for Automatic Image Annotation
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Learning image semantics with latent aspect model
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Towards developing a unified multimodal image retrieval framework
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Leveraging social media for training object detectors
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Tree structures with attentive objects for image classification using a neural network
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Qualitative evaluation of automatic assignment of keywords to images
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Robust image annotation refinement via graph-based learning
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Fast JND-based video carving with GPU acceleration for real-time video retargeting
IEEE Transactions on Circuits and Systems for Video Technology
Knowledge Based Image Annotation Refinement
Journal of Signal Processing Systems
Incorporating concept ontology into multi-level image indexing
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Quest for relevant tags using local interaction networks and visual content
Proceedings of the international conference on Multimedia information retrieval
Combining intra-image and inter-class semantics for consumer image retrieval
Pattern Recognition
Evaluating multi-class multiple-instance learning for image categorization
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Multi-modal multi-label semantic indexing of images based on hybrid ensemble learning
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
A study of vocabularies for image annotation
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Collaterally cued labelling framework underpinning semantic-level visual content descriptor
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
New approach for hierarchical classifier training and multi-level image annotation
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Using semantic distance in a content-based heterogeneous information retrieval system
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Automatic handling of digital image repositories: a brief survey
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
CEDD: color and edge directivity descriptor: a compact descriptor for image indexing and retrieval
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
DisIClass: discriminative frequent pattern-based image classification
Proceedings of the Tenth International Workshop on Multimedia Data Mining
Modeling latent aspects for automatic image annotation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Automatic tag expansion using visual similarity for photo sharing websites
Multimedia Tools and Applications
Baselines for Image Annotation
International Journal of Computer Vision
Histogram similarity measure using variable bin size distance
Computer Vision and Image Understanding
Combining CBIR and NLP for multilingual terminology alignment and cross-language image indexing
YIWCALA '10 Proceedings of the NAACL HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas
A modified support vector machine and its application to image segmentation
Image and Vision Computing
Maximum normalized spacing for efficient visual clustering
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Fusing semantic aspects for image annotation and retrieval
Journal of Visual Communication and Image Representation
Unified tag analysis with multi-edge graph
Proceedings of the international conference on Multimedia
Context dependent SVMs for interconnected image network annotation
Proceedings of the international conference on Multimedia
Auto-tagging of images in non-english languages using tag language conversion
Proceedings of the international conference on Multimedia
Discovering phrase-level lexicon for image annotation
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Scene categorization using boosted back-propagation neural networks
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Subspace tree: high dimensional multimedia indexing with logarithmic temporal complexity
Journal of Intelligent Information Systems
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
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
SHIRAZ: an automated histology image annotation system for zebrafish phenomics
Multimedia Tools and Applications
Image annotation with concept level feature using PLSA+CCA
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Context-based support vector machines for interconnected image annotation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
An HMM-SVM-based automatic image annotation approach
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Automatic image search based on improved feature descriptors and decision tree
Integrated Computer-Aided Engineering
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
An efficient image classifier using discrete cosine transform
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Effective term weighting in ALT text prediction for web image retrieval
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Task-based annotation and retrieval for image information management
Multimedia Tools and Applications
The effect of specialized multimedia collections on web searching
Journal of Web Engineering
A review on automatic image annotation techniques
Pattern Recognition
Automatic Image Annotation Based on Generalized Relevance Models
Journal of Signal Processing Systems
Automated image annotation system based on an open source object database
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Automatic image tagging based on regions of interest
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
Parallel computation in finding near neighbourhoods
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Learning "verb-object" concepts for semantic image annotation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Content based image retrieval with LIRe
MM '11 Proceedings of the 19th ACM international conference on Multimedia
A latent image semantic indexing scheme for image retrieval on the web
WISE'06 Proceedings of the 7th international conference on Web Information Systems
A bayesian network approach to multi-feature based image retrieval
SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
Neighborhood graphs for semi-automatic annotation of large image databases
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Feature selection for automatic image annotation
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Semantic-based cross-media image retrieval
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Image copy detection with rotating tolerance
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
ORF-NT: an object-based image retrieval framework using neighborhood trees
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
A stratification-based approach to accurate and fast image annotation
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Structure features for content-based image retrieval
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
A color-based image retrieval method using color distribution and common bitmap
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
A wavelet statistical model for characterizing chinese ink paintings
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Systematic evaluation of machine translation methods for image and video annotation
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Semantic annotation of image groups with self-organizing maps
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
A weakly supervised approach for semantic image indexing and retrieval
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Concept propagation based on visual similarity
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Automatic image annotation based on wordnet and hierarchical ensembles
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Some experiments of face annotation based on latent semantic indexing in FIARS
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
A framework for evaluating automatic image annotation algorithms
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Feature selection for graph-based image classifiers
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Studying aesthetics in photographic images using a computational approach
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Generic solution for image object recognition based on vision cognition theory
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Context-Oriented image retrieval
CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
Hierarchical partitions for content image retrieval from large-scale database
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Machine-Learning-Based image categorization
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Method for searching similar images using quality index measurement
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Automatic image annotation using maximum entropy model
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Improving image annotations using wordnet
MIS'05 Proceedings of the 11th international conference on Advances in Multimedia Information Systems
Semi-supervised learning for image annotation based on conditional random fields
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Generating visual concept network from large-scale weakly-tagged images
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Automatic image annotation with cooperation of concept-specific and universal visual vocabularies
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Image classification for digital archive management
ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
Oracle in Image Search: A Content-Based Approach to Performance Prediction
ACM Transactions on Information Systems (TOIS)
Content based image retrieval using bag-of-regions
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Visual query processing for efficient image retrieval using a SOM-based filter-refinement scheme
Information Sciences: an International Journal
Web image annotation using an effective term weighting
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Image retrieval employing genetic dissimilarity weighting and feature space transformation functions
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Visual graph modeling for scene recognition and mobile robot localization
Multimedia Tools and Applications
Towards improving automatic image annotation using improvised fractal SMOTE approach
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Energy Conservation for Image Retrieval on Mobile Systems
ACM Transactions on Embedded Computing Systems (TECS)
Perceptual indiscernibility, rough sets, descriptively near sets, and image analysis
Transactions on Rough Sets XV
Automatic image annotation based on relevance feedback
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
A Robust Content-Based Copy Detection Scheme
Fundamenta Informaticae
Feature space optimization for content-based image retrieval
ACM SIGAPP Applied Computing Review
Using visual dictionary to associate semantic objects in region-based image retrieval
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
A framework for exploring multidimensional data with 3D projections
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Computer Vision and Image Understanding
Multifeature analysis and semantic context learning for image classification
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Classification improvement of local feature vectors over the KNN algorithm
Multimedia Tools and Applications
Clothing-to-words mapping using word separation method
Computers and Electrical Engineering
LIRE: open source image retrieval in Java
Proceedings of the 21st ACM international conference on Multimedia
Learning semantic concepts from image database with hybrid generative/discriminative approach
Engineering Applications of Artificial Intelligence
Dictionary-based color image retrieval using multiset theory
Journal of Visual Communication and Image Representation
Explicit context-aware kernel map learning for image annotation
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Maximal clique enumeration in finding near neighbourhoods
Transactions on Rough Sets XVI
Support vector description of clusters for content-based image annotation
Pattern Recognition
ObjectPatchNet: Towards scalable and semantic image annotation and retrieval
Computer Vision and Image Understanding
A two-dimensional Poisson equation formulation of non-parametric statistical non-linear modeling
Computers & Mathematics with Applications
Multimedia Tools and Applications
Multimedia Tools and Applications
| Hi-index | 0.15 |
Automatic linguistic indexing of pictures is an important but highly challenging problem for researchers in computer vision and content-based image retrieval. In this paper, we introduce a statistical modeling approach to this problem. Categorized images are used to train a dictionary of hundreds of statistical models each representing a concept. Images of any given concept are regarded as instances of a stochastic process that characterizes the concept. To measure the extent of association between an image and the textual description of a concept, the likelihood of the occurrence of the image based on the characterizing stochastic process is computed. A high likelihood indicates a strong association. In our experimental implementation, we focus on a particular group of stochastic processes, that is, the two-dimensional multiresolution hidden Markov models (2D MHMMs). We implemented and tested our ALIP (Automatic Linguistic Indexing of Pictures) system on a photographic image database of 600 different concepts, each with about 40 training images. The system is evaluated quantitatively using more than 4,600 images outside the training database and compared with a random annotation scheme. Experiments have demonstrated the good accuracy of the system and its high potential in linguistic indexing of photographic images.