ABSTRACT With the increasing of incidence of money counterfeit from year to year as a result of t... more ABSTRACT With the increasing of incidence of money counterfeit from year to year as a result of technological advances, many ways have been used to detect forgeries however still very dependent on the presence of a machine and equipment that are sometimes less effective and need more time. The process of identification is done by comparing the original images of money that will be tested with reference of original currency paper image that has been extracted and capture its characteristics and with the help of Canny operator to make edge detection where the previously existing image has to be pre-processing, including extraction characteristics. Results from experiments show that the applications created in MATLAB is able to perform detection and currency verification with precise and fast of original and counterfeit money.
With the increasing of incidence of money counterfeit from year to year as a result of technologi... more With the increasing of incidence of money counterfeit from year to year as a result of technological advances, many ways have been used to detect forgeries however still very dependent on the presence of a machine and equipment that are sometimes less effective and need more time. The process of identification is done by comparing the original images of money that will be tested with reference of original currency paper image that has been extracted and capture its characteristics and with the help of Canny operator to make edge detection where the previously existing image has to be pre-processing, including extraction characteristics. Results from experiments show that the applications created in MATLAB is able to perform detection and currency verification with precise and fast of original and counterfeit money.
ABSTRACT With the increasing of incidence of money counterfeit from year to year as a result of t... more ABSTRACT With the increasing of incidence of money counterfeit from year to year as a result of technological advances, many ways have been used to detect forgeries however still very dependent on the presence of a machine and equipment that are sometimes less effective and need more time. The process of identification is done by comparing the original images of money that will be tested with reference of original currency paper image that has been extracted and capture its characteristics and with the help of Canny operator to make edge detection where the previously existing image has to be pre-processing, including extraction characteristics. Results from experiments show that the applications created in MATLAB is able to perform detection and currency verification with precise and fast of original and counterfeit money.
With the increasing of incidence of money counterfeit from year to year as a result of technologi... more With the increasing of incidence of money counterfeit from year to year as a result of technological advances, many ways have been used to detect forgeries however still very dependent on the presence of a machine and equipment that are sometimes less effective and need more time. The process of identification is done by comparing the original images of money that will be tested with reference of original currency paper image that has been extracted and capture its characteristics and with the help of Canny operator to make edge detection where the previously existing image has to be pre-processing, including extraction characteristics. Results from experiments show that the applications created in MATLAB is able to perform detection and currency verification with precise and fast of original and counterfeit money.
Uploads
Papers by Agung Sedayu