System and method for preventing cashier and customer fraud at retail checkout
First Claim
1. A detection method comprising:
- acquiring first identifiers of items to be transacted during retail checkout;
acquiring images of the items to be transacted during retail checkout;
comparing the acquired images with a database of item information to obtain presence or absence of second identifiers of items associated with the acquired images;
detecting differences between a set of said first identifiers and a set of said second identifiers by comparing presence or absence of the first identifiers with the presence or absence of the second identifiers, wherein the detecting is adapted to be performed identifier by identifier or between the sets as a whole; and
reporting detected differences between the set of first identifiers and the set of second identifiers based on pricing considerations.
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Accused Products
Abstract
Systems and methods for preventing fraud during retail checkout are described. A system includes: item identifier acquisition devices to acquire identifiers (e.g., barcodes) of items to be transacted; cameras or imagers to acquire images of the items to be transacted; an object recognition component to perform visual recognition of the acquired items through comparison of the acquired images of the items with a database and obtain identifiers of items represented in the database that correspond to an acquired image according to a correspondence criterion; a comparison component to compare a set of identifiers acquired through the item identifier acquisition devices with a set of identifiers obtained through the object recognition component; and an alerting component to provide an alert in case of discrepancies between the two sets.
63 Citations
33 Claims
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1. A detection method comprising:
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acquiring first identifiers of items to be transacted during retail checkout; acquiring images of the items to be transacted during retail checkout; comparing the acquired images with a database of item information to obtain presence or absence of second identifiers of items associated with the acquired images; detecting differences between a set of said first identifiers and a set of said second identifiers by comparing presence or absence of the first identifiers with the presence or absence of the second identifiers, wherein the detecting is adapted to be performed identifier by identifier or between the sets as a whole; and reporting detected differences between the set of first identifiers and the set of second identifiers based on pricing considerations. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22)
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23. A detection method comprising:
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acquiring first identifiers of items to be transacted during retail checkout; acquiring images of the items to be transacted during retail checkout; comparing the acquired images with a database of item information to obtain second identifiers of items associated with the acquired images; detecting differences between a set of said first identifiers and a set of said second identifiers by comparing the first identifiers with the second identifiers, wherein the detecting is adapted to be performed identifier by identifier or between the sets as a whole; and when the detecting is performed between the sets as a whole; finding a maximal subset of pairings between the set of the first identifiers and the set of the second identifiers; and detecting the presence of unpaired first identifiers and/or second identifiers. - View Dependent Claims (24)
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25. A method of detecting discrepancies in identifying items at retail checkout, the method comprising:
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reading optical codes from items during an item-identifier acquisition process performed by an operator at retail checkout to define a first set of identifiers corresponding to items identified with an optical code reader; visually recognizing items represented in image data to define a second set of identifiers corresponding to items recognized via object recognition; comparing the first and second sets of identifiers to determine which, if any, of the identifiers in one of the first and second sets of identifiers is without a corresponding identifier in the other set of identifiers, and to detect non-corresponding item(s) between the item-identifier acquisition process and the object recognition; and determining a type of discrepancy based on the detected non-corresponding item(s). - View Dependent Claims (26, 27, 28, 29, 30, 31, 32)
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33. A system for detecting discrepancies in identifying items at retail checkout, the system comprising:
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an optical code reader; an imager to acquire image data of items during retail checkout; and circuitry configured to; read optical codes from items during an item-identifier acquisition process performed by an operator at retail checkout to define a first set of identifiers corresponding to items identified with the optical code reader; visually recognize items represented in the image data to define a second set of identifiers corresponding to items recognized via object recognition; compare the first and second sets of identifiers to determine which, if any, of the identifiers in one of the first and second sets of identifiers is without a corresponding identifier in the other set of identifiers, and to detect non-corresponding item(s) between the item-identifier acquisition process and the object recognition; and determine a type of discrepancy based on the detected non-corresponding item(s).
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Specification