RERANKING OF IMAGES USING TEXT QUERY AND ATTRIBUTES OF IMAGES
| Author(s) | : | Dorge Rajashri, Khatavkar Geeta, Pawar Sayali, Shah Harsha |
| Institution | : | Computer Engineering, AISSMS’s IOIT |
| Published In | : | Vol. 4, Issue 12 — December 2017 |
| Page No. | : | - |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
Existing system displays the images according to text query. User required images are not displayedsometimes, due to different understanding of human and machine. For example, if user provide ’baby’ as a text querythen the result will contain the images related to human babies, movie named ’baby’ etc. If here user requires imagesparticularly of ’human baby’ then images of movie named ’baby’ are irrelevant and they should not get displayed inresult. Giving user precise result by overcoming this we provide option to user to click on the image according to hisintention. To implement this, we use algorithms named as Hyper-sphere based relevance preserving projection (HRPP),Reversed KNN(Reversed k-nearest neighbour), H-Rank (Hyper-sphere-based ranking) which all together form a newalgorithm named as ’H-Re-ranking algorithm’. This proposed algorithm have great practical significance as user’sintent is captured by only getting the features of clicked image to rank the images , so that the user will get his requiredimages.
Dorge Rajashri, Khatavkar Geeta, Pawar Sayali, Shah Harsha, “RERANKING OF IMAGES USING TEXT QUERY AND ATTRIBUTES OF IMAGES”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 4, Issue 12, pp. -, December 2017.
