Visually Searching the Web for Content
IEEE MultiMedia
Video Frame Categorization Using Sort-Merge Feature Selection
MOTION '02 Proceedings of the Workshop on Motion and Video Computing
Context-based video retrieval system for the life-log applications
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Eigenspace-based anomaly detection in computer systems
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Cortina: a system for large-scale, content-based web image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
Pruning Training Sets for Learning of Object Categories
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Tomcat: The Definitive Guide
The Genetic Kernel Support Vector Machine: Description and Evaluation
Artificial Intelligence Review
Enhancing Data Analysis with Noise Removal
IEEE Transactions on Knowledge and Data Engineering
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Digital geometry image analysis for medical diagnosis
Proceedings of the 2006 ACM symposium on Applied computing
SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Evaluation campaigns and TRECVid
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Struts: The Complete Reference, 2nd Edition
Struts: The Complete Reference, 2nd Edition
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Efficient sampling of training set in large and noisy multimedia data
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Representing shape with a spatial pyramid kernel
Proceedings of the 6th ACM international conference on Image and video retrieval
Towards optimal bag-of-features for object categorization and semantic video retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
The class imbalance problem: A systematic study
Intelligent Data Analysis
A scalable and extensible segment-event-object-based sports video retrieval system
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A multimodal data mining framework for soccer goal detection based on decision tree logic
International Journal of Computer Applications in Technology
Online learning from click data for sponsored search
Proceedings of the 17th international conference on World Wide Web
Intelligent Multimedia Recommender by Integrating Annotation and Association Mining
SUTC '08 Proceedings of the 2008 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (sutc 2008)
Effective Feature Space Reduction with Imbalanced Data for Semantic Concept Detection
SUTC '08 Proceedings of the 2008 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (sutc 2008)
Real-Time Computerized Annotation of Pictures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Avoiding Boosting Overfitting by Removing Confusing Samples
ECML '07 Proceedings of the 18th European conference on Machine Learning
An Effective Multi-concept Classifier for Video Streams
ICSC '08 Proceedings of the 2008 IEEE International Conference on Semantic Computing
Efficient top-k count queries over imprecise duplicates
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
The LEMO annotation framework: weaving multimedia annotations with the web
International Journal on Digital Libraries
Foundations and Trends in Information Retrieval
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Video semantic concept detection via associative classification
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Unlocking the semantics of multimedia presentations in the web with the multimedia metadata ontology
Proceedings of the 19th international conference on World wide web
COMM: designing a well-founded multimedia ontology for the web
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Web Semantics: Science, Services and Agents on the World Wide Web
Towards the automatic generation of a semantic web ontology for musical instruments
SAMT'10 Proceedings of the 5th international conference on Semantic and digital media technologies
A distributed architecture for flexible multimedia management and retrieval
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
Web Multimedia Object Clustering via Information Fusion
ICDAR '11 Proceedings of the 2011 International Conference on Document Analysis and Recognition
SynTag: a web-based platform for labeling real-time video
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
3D Web Based Learning of Medical Equipments Employed in Intensive Care Units
Journal of Medical Systems
OVIDIUS: a web platform for video browsing and search
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Multimedia event-based video indexing using time intervals
IEEE Transactions on Multimedia
A Learned Lexicon-Driven Paradigm for Interactive Video Retrieval
IEEE Transactions on Multimedia
Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study
IEEE Transactions on Multimedia
Enhancing Human Face Detection by Resampling Examples Through Manifolds
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Semantic annotation of narrative media objects
Multimedia Tools and Applications
Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia
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The popularity of research on intelligent multimedia services and applications is motivated by the high demand of the convenient access and distribution of pervasive multimedia data. Facing with abundant multimedia resources but inefficient and rather old-fashioned keyword-based retrieval approaches, Intelligent Multimedia Systems IMS demand on i effective filtering algorithms for storage saving, computation reduction, and dynamic media delivery; and ii advanced learning methods to accurately identify target concepts, effectively search personalized media content, and enable media-type driven applications. Nowadays, the web based multimedia applications become more and more popular. Therefore, how to utilize the web technology into multimedia data management and retrieval becomes an important research topic. In this paper, the authors developed a web-based intelligent video retrieval system that integrates effective and efficient MCA-based filtering and subspace-based learning to facilitate end users to retrieve their desired semantic concepts. A web-based demo shows the effectiveness of the proposed intelligent multimedia system to provide relevant results of target semantic concepts retrieved from TRECVID video collections.