Call for Papers:Vol.12 Issue.2

Submission
Last date		 28-Apr-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-2. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics
PaperId: :  10066
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 2 2019
DUI:    16.0415/IJARIIE-10066
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Harshdeepdoon valley college of engineering and technology
ankur guptadoon valley college of engineering and technology

Abstract

computer science engineering
Keyword:- Color Histogram, Color Moment, Gray level co-occurrence matrix (GLCM), Content Based Image Retrieval System (CBIRS), LBP (local binary pattern).
Abstract- From last few years, the need of massive database used to store vast images has been developed rapidly and will also grow in the future. Content Based Image Retrieval System (CBIRS) provides us at most outcome to fetch the images from massive dataset. We present the proposed work which is “Fusion of CBIRS using Color and texture with various distance metrics”. In these systems, two features like Color and Texture are used to represent an image. For Color feature extraction, techniques like Color histogram (CH), Color Moment (CM) have been described. Grey level co-occurrence matrix (GLCM) is used for texture features extraction. In this paper, fusion of Color and Texture based retrieval system is described. By using the fusion approach, better results can be produced with the higher precision value. Retrieval time of images is more so we design a CBIR system using many distance metrics for similarity calculation and by using the best distance metric for reducing the Retrieval time. Euclidean distance, KL-Divergence distance, Manhattan distance, Jaccard, Cosine distance is used. GLCM technique which is used for texture features extraction obtained 91% average precision, LBP features obtained 92% average precision and fusion of both texture features extraction obtained 95% average precision.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Harshdeep, and ankur gupta. "Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 2 2019 Page 2645-2652
MLA Harshdeep, and ankur gupta. "Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics." International Journal Of Advance Research And Innovative Ideas In Education 5.2(2019) : 2645-2652.
APA Harshdeep, & ankur gupta. (2019). Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 2645-2652.
Chicago Harshdeep, and ankur gupta. "Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 2 (2019) : 2645-2652.
Oxford Harshdeep, and ankur gupta. 'Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, 2019, p. 2645-2652. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Image_Retrieval_System_Using_Fusion_of_Texture_Features_with_Various_Distance_Metrics_ijariie10066.pdf (Accessed : ).
Harvard Harshdeep, and ankur gupta. (2019) 'Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 2645-2652IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Image_Retrieval_System_Using_Fusion_of_Texture_Features_with_Various_Distance_Metrics_ijariie10066.pdf (Accessed : )
IEEE Harshdeep, and ankur gupta, "Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, pp. 2645-2652, Mar-App 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/Image_Retrieval_System_Using_Fusion_of_Texture_Features_with_Various_Distance_Metrics_ijariie10066.pdf [Accessed : ].
Turabian Harshdeep, and ankur gupta. "Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 2 ().
Vancouver Harshdeep, and ankur gupta. Image Retrieval System Using Fusion of Texture Features with Various Distance Metrics. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(2) : 2645-2652. Available from: http://ijariie.com/AdminUploadPdf/Image_Retrieval_System_Using_Fusion_of_Texture_Features_with_Various_Distance_Metrics_ijariie10066.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Ensemble Models and Explainable AI for Malware DetectionComputer Science M Vandana Download
Smart E-Healthcare SystemComputer EngineeringVattikoti Sai Download
SURVEY ON RETAIL INSIGHT GENERATOR: VISION AI FOR CUSTOMER ANALYTICS AND HEATMAPSComputer EngineeringAmalkrishna K B Download
SMART COLLEGE SECURITY:AI-POWERED IDCARD VIOLATION AND FACE RECOGNITIONSYSTEMComputer science Athira Thomas Download
Consumer Behavioural Analysis Using Advanced Clustering TechniquesComputer Science and EngineeringSupriya Thati Download
A Low-Cost Smartphone-Based Sign Language Translator Using Computer Vision for Real-Time Deaf–Hearing CommunicationComputer Science and EngineeringHarsh Mishra Download
Predicting Stock Market Trends using Deep Learning TechniquesComputer Science and EngineeringAkruthi Shere Download
A SURVEY ON SMART VOTING SYSTEM USING BLOCKCHAINComputer Science EngineeringAleena Shaju Download
A SURVEY ON SECURESCAN 360: CYBER INTEGRATED SYSTEM FOR THREAT DETECTION AND IMAGE AUTHENTICATIONComputer Science and EngineeringAparna Sunil Download
Efficient Use of Dialog Boxes in GUI Development using VB.NETComputer ScienceDR. RISHI MATHUR Download
A SURVEY ON HOPEBITE: AI-POWERED SMART FOOD DISTRIBUTION FOR COMMUNITIES IN NEEDComputer Science and EngineeringJUGAL KRISHNA V S Download
A SURVEY ON ACCIDENT DETECTION AND AUTOMATED EMERGENCY NOTIFICATION SYSTEM USING YOLO V8Computer EngineeringVipin Varghese Download
INVISIBLE DISABILITY AND ROUTINE WELLNESS TRACKERComputer Science and EngineeringAnna Rose Poly Download
A SURVEY ON AI POWERED SELF HEALING CODE DEBUGGERComputer EngineeringNandana Shibu Download
MULTIPLE DISEASE PREDICTION AND DRUG RECOMMENDATION SYSTEM USING MACHINE LEARNINGCOMPUTER ENGINEERING DR. J. AMUTHARAJ Download
12