A Technique Approaching for Catching User Intention with Textual and Visual Correspondence
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2014, Vol 2, Issue 6
Abstract
The rapid expansion in web environment and advancement in technology have led us to access and manage enormous images easily in various fields. Present internet image search engines purely faith on keyword based information over images. Keywords provided by user cannot determine content of images correctly. Resultant images comprised of several disordered and uncertain images. To clarify this doubtfulness in keyword-based image search, it is valuable to use visual details of image. System has been designed to overthrown unpredictability of images such that users aim can be determined by one click internet Image search. User preferred a query image in set of images returned by expanded keyword-based search. This technique provides extra clusters generated by applying combination of candidate words and visual features of images by Scale Invariant Feature Transform (SIFT) algorithm. Weight of image is calculated by providing procedure of weight adaption. Results are refined by re-arranging of images by homogeneity calculation. Message Digest (MD5) hash function is used for detecting and removing duplicate images. Resolution of images is considered for further enhancing quality of images. Intention of user is estimated by combining textual and visual resemblance without utilizing extra efforts. An experimental observation determines expressive enrichment in concern with user justice and significancy.
Authors and Affiliations
Chaitali J. Pawar, Dhanashree V. Patil
Keywords
Related Articles
- EP ID EP749032
- DOI -
- Views 27
- Downloads 0
Recognition of Indian Sign Languages
The focal point of this project is about developing a user interface to aid people who have hearing and speaking disabilities. This application would help in recognizing the different signs with respect to the single use...
A Review on Black Hole Detection on Mobile Ad-hoc Network
MANET is a network with unrestricted mobility in nature and no centralised control. Mobile node can move from one network to another frequently. MANET is infrastructure less so any node can enter and exit the system at a...
Behavior of Plastic Working in Oil-Field Equipment
Researches were made for the purpose of increase of labor productivity and replace of nonferrous metals and ferrous metals by plastics. Details for this purpose are selected with a certain characteristic that further the...
Performance on Partial Replacement of Fine Aggregate with Marble Dust Powder
The construction buildings which are present in and around coastal area are severely facing lot of problems. This is due to the penetration of sea salts. This leads to damage of structure fast. The average NACL Concentra...
A Review on Trademark and Its Enforcement Provisions under TRIPS
The Agreement on Trade Related Aspects of Intellectual Property Rights (TRIPS) for the protection and promotion of Copyright Protection (IP) rights in World Trade Organization member nations includes trademark provisions...