[PDF] Top 20 An Enhanced Approach for Image Search Based on Attribute-Assisted Re-Ranking Model

... Image search re-ranking is an effective approach to refine the text-based image search ...existing re- ranking approaches are based on ... See full document

... an approach to facilitate users selecting the interesting visual objects, and then automatically infer the multiple aspects of the interest via large-scale image ...content-based image ... See full document

... population based, iterative based, stochastic, deterministic ...population based algorithm again to two subdivisions ...intelligence based algorithm ...intelligence based algorithm has ... See full document

... each image and conduct the duplicate image detection with only the hash ...novel ranking model which utilizes visual features and click features to support the ranking model ... See full document

... text- based image retrieval suffers from essential difficulties that are caused mainly by the incapability of the associated text to appropriately describe the image ...text- based ... See full document

... Image search re-ranking is rectification of the search results by employing visual characteristics of images to reorder the initial search ...retrieved search result may ... See full document

... proposed attribute assisted re-ranking. In these each image is represented by an attribute feature consisting the resonce from the ...to model the relationship between ... See full document

... relevance based image retrieval approaches can boost the relevance performance, but the diversity performance of searching is also very ...diverse ranking methods to re-rank the search ... See full document

... of re ranking models and which may provoke flawed filed records being returned in the wake of re ...the re ranking approach properly can also improve the exactness of the visual ... See full document

... Initial search results from text-based retrieval can be grouped by visual ...each search result is relevant or not. Graph based methods have been proposed recently and received increasing ... See full document

... web image retrieval. Searching for tag-based images is an important way to find the images users share on social ...multi-order approach to image- based image retrieval with a ... See full document

... planned attribute-assisted Reranking approach over different progressive Reranking ways and their attribute-assisted ...the re-ranked result list is made initial by ordering the ... See full document

... Zhu,“ Image Re-ranking based on Topic Diversity”, proposed implemented Social media sharing websites allow users to annotate images with free tags, which significantly contribute to the ... See full document

... Web image re-ranking, as a productive approach to build the results of electronic picture hunt, has been acknowledged by present beneficial web ...web search tool relies on literary ... See full document

... subject model rather than just from the geo-tags (GPS ...Mobile Image Retrieval by Exploring Contextual Saliency" This approach requires less data transmission and has better ...precise ... See full document

... Each attribute has an explicit semantic meaning, e.g., “animals”. Attribute concepts are relatively more general and easier to model, ...to model and distinguish than the concrete semantic ... See full document

... the image visual features into binary ones, and more importantly it effectively alleviates the above ...Our approach is motivated by the fact that humans flexibly adapt the number and nature of the ... See full document

... to model the relationship between different images ...level search features and attribute feature of images ...text-based search results by using the visual information contained ... See full document

... popular search engines like (Google search engines, Bing search, and Yahoo search ...popular search engines have common method i.e. Text based Retrieval, user has to type keyword ... See full document

... and Re- positioning ...by re-situating the illustrations. We proposed a re-situating procedure that improves the execution of semantic element indexing and recuperation by re-evaluating the ... See full document