A Hybrid Approach for Efficient Content Based Image Retrrival System (Record no. 64774)

MARC details
000 -LEADER
fixed length control field 01529nam a22001577a 4500
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number R/IMS-19
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Najim uddin
-- 14MSIT15
-- Supervisor - Dr. Fareed Ahmed Jokhio
245 ## - TITLE STATEMENT
Title A Hybrid Approach for Efficient Content Based Image Retrrival System
250 ## - EDITION STATEMENT
Edition statement 14-MS(IT)-15
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Nawab shah
Name of publisher QUEST
Year of publication 2019
300 ## - PHYSICAL DESCRIPTION
Number of Pages 31p
500 ## - GENERAL NOTE
General note ABSTRACT<br/><br/>In this thesis performance of image matching techniques is analyzed. Here two existing techniques i.e. scale-invariant feature transform (SIFT) and Speeded up robust features (SURF) are used to develop a HAECBIR technique. Performance of these three technique is analyzed by using Oxford building dataset. The data set consist a set of different image classes. These techniques are used to extract visual features of images. Frequency vector is recorded a Histogram for spatial tile of the image. The resulting vector are used for feature matching with other images the performance with respect to accuracy and time is evaluated for these three techniques. The result Indicate that matching accuracy of the Hybrid technique is better than SIFT and SURF. The hybrid approach is also faster than SIFT in terms of execution time to retrieve similar images from dataset.<br/>Keywords: Feature Extraction, A hybrid Approach Efficient Content based Image retrieval system (HAECBR), Speeded up robust features (SURF), Scale Invariant feature transform (SIFT)<br/>
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Department 0f Information technology
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://tinyurl.com/mrtj65ef
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Thesis and Dissertation
Holdings
Withdrawn status Lost status Home library Current library Date acquired Accession Number Koha item type
    Research Section Research Section 01/07/2019 MP/43-496 Thesis and Dissertation
    Research Section Research Section 20/12/2023 MP/53-663 Thesis and Dissertation