A NEW WEIGHTING SCHEME FOR CONTENT-BASED IMAGE RETRIEVAL IN THE MULTIMODAL INFORMATION SPACES.
Journal Title: International Journal of Advanced Research (IJAR) - Year 2018, Vol 6, Issue 7
Abstract
In content based image retrieval, many researchers have worked to improve image retrieval results. Many papers where written to address that problem in many ways. Most papers have worked with how to represent the image in order to find a match to it. Some worked in representing the image using Scale-invariant feature transform (SIFT) descriptors other using Speeded up Robust Features (SURF) or representing it as a set of visual words or many other representations. But all these methods relied purely on representing the image visually without any reference to the semantic of the image. Our object was to introduce the image semantics to the retrieval by combining textual annotation with the visual representation to give a refined representation of the image that will improve retrieval results. This report is divided mainly into two parts. In the first part we introduce a literature review about content based image retrieval and annotation based image retrieval. In the second part, we introduced our own methodology and backed it up with tests and results. Our approach is evaluated over 14 categories with each containing example image(s) and annotation statements.
Authors and Affiliations
Ismail El Sayad, Samih Abdul-Nabi, Hussien Kassem, Georges Moubarak, Ahmad Saleh.
Keywords
Related Articles
- EP ID EP365643
- DOI 10.21474/IJAR01/7342
- Views 67
- Downloads 0
MOLECULAR SYSTEMATIC STUDY OF TWO SOLANACEOUS GENERA DATURA L. AND BRUGMANSIA PERS. BASED ON ITS SEQUENCES OF NRDNA.
Phylogenetic analysis was performed based on ITS 1 and 2 sequences to determine monophyly of Datura and Brugmansia and to understand their relationships. The results support the splitting of Datura and Brugmansia into tw...
THE EFFECT OF EMOTIONAL INTELLIGENCE, DISCIPLINE AND WORK MOTIVATION ON THE SESKOAL PRESCRIPTION DECISION MAKING.
The purpose of this study was to study the effect of emotional intelligence, discipline and work motivation on decision making of Seskoal soldiers. This study uses a quantitative approach with survey methods. The sample...
A STUDY ON CHRONIC OTITIS MEDIA ACTIVE MUCOSAL TYPE WITH SINUSITIS AS FOCAL SEPSIS.
Aim: To establish the role of Sinusitis as Focal Sepsis in Chronic Otitis media active mucosal disease, to emphasize the need of proper diagnostic endoscopic evaluation and improvement in middle ear mucosal disease statu...
BENEFITS AND CHALLENGES OF THE FREETOWN TEACHERS COLLEGE DISTANCE EDUCATION PROGRAMME FOR SERVING PRIMARY AND JUNIOR SECONDARY SCHOOL TEACHERS IN SIERRA LEONE.
The study investigated the benefits and challenges of the Freetown Teachers College Distance Education Programme for serving primary and junior secondary school teachers in Sierra Leone. The distance learners here are re...
COMPARATIVE STUDY BETWEEN MONOLAYER CLOSURE VERSUS DOUBLELAYER CLOSURE IN MIDLINE LAPAROTOMY-IN A TERTIARY CARE HOSPITAL IN TRIPURA, INDIA.
In this study, the incidence of post-operative complications like wound sepsis is 10% in monolayer closure while 26% in double layer closure ; wound dehiscence is 4% in monolayer closure while 18% in double layer closure...