Face recognition apparatus, system and method for managing users based on user grouping
A face recognition apparatus comprising: a database that stores face information mapped to each corresponding user; a face recognition unit configured to recognize the face information of a user; a user management unit configured to classify the face information into groups of the users of which the face information is not similar between one another so that the users having the similar face information does not fall within the same groups to store the classified face information in the database.
1. A face recognition apparatus comprising:
a database that stores face information mapped to users;
a face recognition unit comprising a program running on a central processing unit (CPU) configured to recognize the face information of the users; and
a facial feature processor configured to
calculate a similarity value of the face information between the users, and
classify the users into a same group of at least two groups when the calculated similarity value is under a preset value or classify the users into different groups of the at least two groups when the calculated similarity value is above the preset value,
wherein the facial feature processor is further configured to register a new user in the database, the facial feature processor being configured to
calculate similarity values between face information of the new user obtained by the face recognition unit and the face information of the users stored in the database in each of the groups, respectively,
select maximum values of the calculated similarity values between the new user and the users for each of the groups, respectively, and
register the new user in a group having a smallest value among the selected maximum values of the similarity values.
2. The apparatus of claim 1 , wherein the facial feature processor is further configured to create a new group and register the new user in the new group when the smallest value is above the preset value.
3. The apparatus of claim 1 , further comprising an image acquisition unit configured to acquire images of the users,
wherein the face recognition unit is further configured to
extract the face information from the images acquired by the image acquisition unit;
search the database for the users having the extracted face information within a group related to the extracted face information; and
authenticate the users based on the search result.
4. The apparatus of claim 1 , wherein the facial feature processor is configured to assign group identifier information to the classified groups.
5. The apparatus of claim 4 , further comprising an input and output unit configured to provide the group identifier information to the users and receives the group identifier information from each of the users when the users are subjected to face recognition,
wherein the face recognition unit is configured to recognize the group to which the users belong based on the group identifier information and authenticate the users within the recognized group.
6. A face recognition system comprising:
a face recognition apparatus comprising:
a database, a face recognition unit comprising a program running on a central processing unit (CPU) and a facial feature processor, the face recognition apparatus configured to recognize face information of users, calculate a similarity value of the face information between the users, classify the users into a same group of at least two groups when the calculated similarity value is under a preset value or classify the users into different groups of the at least two groups when the calculated similarity value is above the preset value, store the face information in the database, and assign group identifier information to each of the groups; and
a security storage medium that stores the group identifier information that is assigned by the face recognition apparatus,
wherein the face recognition apparatus is further configured to read out the group identifier information that is stored in the security storage medium, recognize the group to which its users belong, and authenticate the users within the recognized group;
wherein the facial feature processor is configured to register a new user in the database, the facial feature processor being configured to:
calculate similarity values between face information of the new user obtained by the face recognition unit and the face information of the users stored in the database in each of the groups, respectively,
select maximum values of the calculated similarity values between the new user and the users for each of the groups, respectively, and
register the new user in a group having a smallest value among the selected maximum values of the similarity values.