[PDF] Top 20 Image Re-Ranking Based on Topic Diversity

... tag ranking and refinement play an important role in the re-ranking of tag-based image retrieval, for they lay a firm foundation on the development of re-ranking in tag ... 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 ... See full document

... community based on the multiple information of each subject ...media, image based retrieval, community topics, image search, rearrangement ... See full document

... Bing Image Search, Pinterest) mostly rely on surrounding text ...Internet image search ...query image with the minimum effort and images from the database retrieved by text-based search are ... See full document

... primary topic of these security applications makes multicast movement extremely regular in nowadays so to secure such activity is exceptionally extraordinary issue, primarily validating the source hub and message ... See full document

... ABSTRACT: Image annotation has lots of research premium and multi-label learning is a powerful method for Image ...web image retrieval and organization. Tag based image search is an ... See full document

... relevance ranking scheme for social image search, which is able to simultaneously take relevance and diversity into ...The ranking algorithm optimizes an Average Diverse Precision (ADP) ... See full document

... ABSTRACT: Image Re-ranking is an efficient thanks to improve the results of Web-based image search, has been adopted by search engines Given a question keyword, a pool of pictures is ... See full document

... social re-ranking system for tag based image retrieval with the consideration of image’s relevance and ...at re- ranking images according to their visual information, semantic ... See full document

... web image retrieval and organization. Tag based image search is an important technique to find images contributed by social users in such social ...with diversity is challenging. In this ... See full document

... social re-ranking system for tag based image retrieval with the consideration of image’s relevance and ...at re- ranking images according to their visual information, semantic ... See full document

... Content-based image retrieval (CBIR) mainly used for text and images in ...obtaining image that exactly match a user’s search intention is not a trivial ...Sketch based image retrieval ... See full document

... web image retrieval. Searching for tag-based images is an important way to find images that social users have contributed to such social ...and diversity is ...the image retrieval based ... See full document

... tag-based image search approach with social ...and image view times to boost the diversity performance of the search ...inter-user re-ranking method and intra-user ... See full document

... ABSTRACT: Image re-ranking, is an effective way to improve the results of web-based image search and has been adopted by current commercial search engines such as Bing and ...retrieved ... See full document

... Wan and Xiao (2008) use a small number of nearest neighbor documents to compute more ac- curate word co-occurrences and reinforce edge weights in the word graph. Borrowing co- occurrence information from multiple ... See full document

... to image retrieval. An existing system consist drawback of lack of image retrieval and proposed solution overcomes this drawback by using visual query expansion and semantic ...relevant image ... See full document

... considerable image collections has brought about the advantages of efficient methods for storage, browsing, indexing and retrieval of ...Content Based Image Access (CBIR) is an programmed process to ... See full document

... in image search ...the image clicks.A new model multimodal hyper graph learning- based sparse coding method shown in figure 7, is used for image click prediction, and then apply the obtained ... See full document

... set based on optimising for coherence which yielded 35 for NYT, 45 for MEDLINE and 35 for ...generated topic that was most closely associated with each of the gold topics ...this topic is used to ... See full document