Web search and information credibility analysis: bridging the gap between Web1.0 and Web2.0
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
Proceedings of the 18th international conference on World wide web
Multiclass VisualRank: image ranking method in clustered subsets based on visual features
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Visual ContextRank for web image re-ranking
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Descriptive visual words and visual phrases for image applications
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Event recognition from photo collections via PageRank
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Lightweight web image reranking
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Query aware visual similarity propagation for image search reranking
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Brain state decoding for rapid image retrieval
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Fast active tabu search and its application to image retrieval
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Boost search relevance for tag-based social image retrieval
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Learning social tag relevance by neighbor voting
IEEE Transactions on Multimedia
Visual block link analysis for image re-ranking
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Multimodal ranking for image search on community databases
Proceedings of the international conference on Multimedia information retrieval
Shape rank: efficient web3D search technique using 3D features
Proceedings of the international conference on Multimedia information retrieval
Journal of Visual Communication and Image Representation
Computing parallel speeded-up robust features (P-SURF) via POSIX threads
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Unsupervised multi-feature tag relevance learning for social image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Non-parametric kernel ranking approach for social image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Dual-ranking for web image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Latent visual context analysis for image re-ranking
Proceedings of the ACM International Conference on Image and Video Retrieval
A hybrid unsupervised image re-ranking approach with latent topic contents
Proceedings of the ACM International Conference on Image and Video Retrieval
Hierarchical feedback algorithm based on visual community discovery for interactive video retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Selecting representative and distinctive descriptors for efficient landmark recognition
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
Visual summarization of web pages
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Improving the image retrieval system by ranking
Proceedings of the Third International Conference on SImilarity Search and APplications
Ontology emergence from folksonomies
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Design and implementation of geo-tagged video search framework
Journal of Visual Communication and Image Representation
Supervised reranking for web image search
Proceedings of the international conference on Multimedia
Building contextual visual vocabulary for large-scale image applications
Proceedings of the international conference on Multimedia
Automatic image annotation by using relevant keywords extracted from auxiliary text documents
Proceedings of the international workshop on Very-large-scale multimedia corpus, mining and retrieval
Multimodal image retrieval over a large database
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Building descriptive and discriminative visual codebook for large-scale image applications
Multimedia Tools and Applications
Content-based tag processing for Internet social images
Multimedia Tools and Applications
Proceedings of the 20th international conference companion on World wide web
Learning to re-rank: query-dependent image re-ranking using click data
Proceedings of the 20th international conference on World wide web
Graph-based methods for the automatic annotation and retrieval of art prints
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Scene-based image retrieval by transitive matching
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
An evolutionary PageRank approach for journal ranking with expert judgements
Journal of Information Science
Latent visual context learning for web image applications
Pattern Recognition
Towards hierarchical context: unfolding visual community potential for interactive video retrieval
Multimedia Tools and Applications
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs
International Journal of Computer Vision
Next photo please: towards visually consistent sequential photo browsing
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Learning from search engine and human supervision for web image search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Robust visual reranking via sparsity and ranking constraints
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Scene reconstruction and visualization from internet photo collections
Scene reconstruction and visualization from internet photo collections
Leveraging community metadata for multimodal image ranking
Multimedia Tools and Applications
Visual reranking with local learning consistency
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Oracle in Image Search: A Content-Based Approach to Performance Prediction
ACM Transactions on Information Systems (TOIS)
Similarity query postprocessing by ranking
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
Interactive cartoon reusing by transfer learning
Signal Processing
Ranking content-based social images search results with social tags
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Sparse transfer learning for interactive video search reranking
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Re-ranking by multi-modal relevance feedback for content-based social image retrieval
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Joint-rerank: a novel method for image search reranking
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Image ranking based on user browsing behavior
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A bag-of-objects retrieval model for web image search
Proceedings of the 20th ACM international conference on Multimedia
Query specific fusion for image retrieval
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Annotation propagation in large image databases via dense image correspondence
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Panoramic image search by similarity and adjacency for similar landscape discovery
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Time-sensitive web image ranking and retrieval via dynamic multi-task regression
Proceedings of the sixth ACM international conference on Web search and data mining
Online multi-modal distance learning for scalable multimedia retrieval
Proceedings of the sixth ACM international conference on Web search and data mining
Leveraging exemplar and saliency model for image search reranking
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Content-Based re-ranking of text-based image search results
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Annotation propagation in image databases using similarity graphs
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Online multimodal deep similarity learning with application to image retrieval
Proceedings of the 21st ACM international conference on Multimedia
Large-scale web video shot ranking based on visual features and tag co-occurrence
Proceedings of the 21st ACM international conference on Multimedia
Anchor concept graph distance for web image re-ranking
Proceedings of the 21st ACM international conference on Multimedia
A heterogenous automatic feedback semi-supervised method for image reranking
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Multimedia search reranking: A literature survey
ACM Computing Surveys (CSUR)
Selection of canonical images of travel attractions using image clustering and aesthetics analysis
International Journal of Computational Science and Engineering
Semi-supervised learning with manifold fitted graphs
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Ranking in heterogeneous social media
Proceedings of the 7th ACM international conference on Web search and data mining
Automatic extraction of relevant video shots of specific actions exploiting Web data
Computer Vision and Image Understanding
Social-oriented visual image search
Computer Vision and Image Understanding
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Because of the relative ease in understanding and processing text, commercial image-search systems often rely on techniques that are largely indistinguishable from text-search. Recently, academic studies have demonstrated the effectiveness of employing image-based features to provide alternative or additional signals. However, it remains uncertain whether such techniques will generalize to a large number of popular web queries, and whether the potential improvement to search quality warrants the additional computational cost. In this work, we cast the image-ranking problem into the task of identifying "authority" nodes on an inferred visual similarity graph and propose VisualRank to analyze the visual link structures among images. The images found to be "authorities" are chosen as those that answer the image-queries well. To understand the performance of such an approach in a real system, we conducted a series of large-scale experiments based on the task of retrieving images for 2000 of the most popular products queries. Our experimental results show significant improvement, in terms of user satisfaction and relevancy, in comparison to the most recent Google Image Search results. Maintaining modest computational cost is vital to ensuring that this procedure can be used in practice; we describe the techniques required to make this system practical for large scale deployment in commercial search engines.