Open AccessAlgorithm for Using Codes In Place Of Facial Images during Image Processing In Large Databases and Data Warehouses to Reduce Storage, Enhance Efficiency and Processing Speed
Author(s) -
Prof Dr Aftab Malik,
Mujtaba Asad
Publication year - 2017
Publication title -
lahore garrison university research journal of computer science and information technology
Language(s) - English
Resource type - Journals
eISSN - 2521-0122
pISSN - 2519-7991
DOI - 10.54692/lgurjcsit.2017.010224
Subject(s) - computer science , database , code (set theory) , data warehouse , process (computing) , data mining , image (mathematics) , image processing , information retrieval , artificial intelligence , programming language , operating system , set (abstract data type)
The main purpose of this work is to assign codes to the facial image stored in large databases / Data warehouses, the images require large amount of storage as compared to a numeric code. Moreover, when images are compared to images, the process is more time consuming as compared to the numeric codes. It is proposed to keep up all images in a separate database file along with their codes. The codes of facial images may be stored in master Database/ Data warehouse for all records. The search queries can be processed using the numeric codes. In this manner the Time Complexity and Space Complexity are reduced considerably. Whenever, any image is received for searching its record, first its code is obtained by proposed algorithm and then this code is used to search the record from database/Data Warehouse making entire procedure faster and efficient.