Searching for information in a hypertext medical handbook
Communications of the ACM
Nearest neighbour searching in a picture archive system
International conference on Multimedia information systems '91
International Journal of Computer Vision
Applying relevance feedback to a photo archival system
Journal of Information Science
Hypermedia and free text retrieval
Information Processing and Management: an International Journal - Special issue on hypertext and information retrieval
Retrieval strategies for hypertext
Information Processing and Management: an International Journal - Special issue on hypertext and information retrieval
Imaging systems and picture collection management: a review
Information Services and Use
Making use of hypertext links when retrieving information
ECHT '92 Proceedings of the ACM conference on Hypertext
Query expansion using lexical-semantic relations
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Comparing images using color coherence vectors
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
VisualSEEk: a fully automated content-based image query system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Image retrieval by hypertext links
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Information Retrieval and HyperText
Information Retrieval and HyperText
An Evaluation of Color-Spatial Retrieval Techniques for Large Image Databases
Multimedia Tools and Applications
Fast image retrieval using color-spatial information
The VLDB Journal — The International Journal on Very Large Data Bases
Relevance Feedback Techniques for Color-based Image Retrieval
MMM '98 Proceedings of the 1998 Conference on MultiMedia Modeling
Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Computational Linguistics
A media agent for automatically building a personalized semantic index
Journal of the American Society for Information Science and Technology - Visual based retrieval systems and web mining
Confidence-based dynamic ensemble for image annotation and semantics discovery
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
A bootstrapping framework for annotating and retrieving WWW images
Proceedings of the 12th annual ACM international conference on Multimedia
Semantics and feature discovery via confidence-based ensemble
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Using One-Class and Two-Class SVMs for Multiclass Image Annotation
IEEE Transactions on Knowledge and Data Engineering
Semantic similarity methods in wordNet and their application to information retrieval on the web
Proceedings of the 7th annual ACM international workshop on Web information and data management
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Relevance feedback methods for logo and trademark image retrieval on the web
Proceedings of the 2006 ACM symposium on Applied computing
IGroup: web image search results clustering
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)
Searching for logo and trademark images on the web
Proceedings of the 6th ACM international conference on Image and video retrieval
Manifold-ranking-based keyword propagation for image retrieval
EURASIP Journal on Applied Signal Processing
Content-based image retrieval with the normalized information distance
Computer Vision and Image Understanding
Multi-Dimensional Dynamic Time Warping for Image Texture Similarity
SBIA '08 Proceedings of the 19th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Relevance Feedback Learning for Web Image Retrieval Using Soft Support Vector Machine
Advanced Web and NetworkTechnologies, and Applications
Web Image Clustering Based on Multi-instance
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Can we learn a template-independent wrapper for news article extraction from a single training site?
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Webpage segmentation for extracting images and their surrounding contextual information
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Improving keyword based web image search with visual feature distribution and term expansion
Knowledge and Information Systems
Beyond 2D-grids: a dependence maximization view on image browsing
Proceedings of the international conference on Multimedia information retrieval
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
iLike: integrating visual and textual features for vertical search
Proceedings of the international conference on Multimedia
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
Using expert-derived aesthetic attributes to help users in exploring image databases
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
A latent image semantic indexing scheme for image retrieval on the web
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Indexing text and visual features for WWW images
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Intellisearch: intelligent search for images and text on the web
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Automatic image annotation by mining the web
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Web image retrieval refinement by visual contents
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
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
A unified context model for web image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Hi-index | 0.00 |
Images are increasingly being embedded in HTML documents on the WWW. Such documents over the WWW essentially provides a rich source of image collection from which user can query. Interestingly, the semantics of these images are typically described by their surrounding text. Unfortunately, most WWW image search engines fail to exploit these image semantics and give rise to poor recall and precision performance. In this paper, we propose a novel image representation model called Weight ChainNet. Weight ChainNet is based on lexical chain that represents the semantics of an image from its nearby text. A new formula, called list space model, for computing semantic similarities is also introduced. To further improve the retrieval effectiveness, we also propose two relevance feedback mechanisms. We conducted an extensive performance study on a collection of 5000 images obtained from documents identified by more than 2000 URLs. Our results show that our models and methods outperform existing technique. Moreover, the relevant feedback mechanisms can lead to significantly better retrieval effectiveness.