Face authentication device having database with small storage capacity
Face authentication can easily be performed based on an input image including a mirror region reflected by a mirror without increasing a storage capacity of a database. With the database, for each face of a person to be authenticated, only one real front image is to be registered as a reference face image. A mirror image processing circuitry detects the mirror region from the input image and to subject a detected mirror region to lateral inversion processing to produce a processed image. A face detection processing circuitry detects a face image from the processed image to generate a detected face image. A face authentication processing circuitry compares the detected face image with the reference face image, to thereby perform face authentication.
1. A face authentication device, which is configured to perform face authentication based on an input image including a mirror region corresponding to a mirror and a frame mounted on the mirror,
the face authentication device comprising:
a memory storing instructions; and
one or more processors coupled to the memory, wherein the one or more processors are configured to execute the instructions to:
store, for a plurality of faces of persons to be authenticated, one real front image as a reference face image; and
perform face authentication processing from at least one of a plurality of directions,
wherein the one or more processors are further configured to execute the instructions to perform the face authentication processing from a first direction based on a detection of the mirror by:
retrieving a color of the frame mounted on the mirror from a storage;
detecting a region inside of the frame of the mirror based on the color of the frame as the mirror region in the input image and produce a mirror image from the detected mirror region;
performing lateral inversion processing on the mirror image to produce a processed image;
comparing the processed image with a portion of the reference face image corresponding to the mirror region; and
performing the face authentication from the first direction based on a match between the processed image and the reference face image, and outputting a face authentication result, and
wherein the one or more processors are further configured to execute the instructions to perform the face authentication processing from a second direction without using the mirror by:
detecting a subject in the input image without performing the lateral inversion processing; and
performing the face authentication from the second direction based on a match between the subject in the input image and the reference face image, and outputting a face authentication result from the second direction.
2. A face authentication device according to claim 1 , the one or more processors are further configured to execute the instructions to:
correct distortion of the mirror image to produce a corrected mirror image, wherein
the lateral inversion processing is executed on the corrected mirror image to produce the processed image.
3. A face authentication device according to claim 2 , wherein
correcting distortion of the mirror image is performed based on a predetermined correction parameter.
4. A face authentication device according to claim 1 , wherein the one or more processors are configured to execute the instructions to detect the inside of the frame of the mirror using a color of the frame as the mirror region in the input image.
5. A face authentication method for performing face authentication based on an input image including a mirror region corresponding to a mirror and a frame mounted on the mirror, the face authentication method comprising:
performing face authentication processing from at least one of a plurality of directions,
wherein the performing the face authentication processing comprises performing the face authentication processing from a first direction based on a detection of the mirror by:
retrieving a color of the frame mounted on the mirror from a storage;
detecting a region inside of the frame of the mirror based on the color of the frame as the mirror region in the input image and producing a mirror image from the detected mirror region;
performing lateral inversion processing to produce a processed image;
comparing the processed image with a portion of a reference face image corresponding to the mirror region, wherein the reference face image is one real front image for a plurality of faces of persons to be authenticated; and
performing the face authentication from the first direction based on a match between the processed image and the reference face image, and outputting a face authentication result,
wherein the performing the face authentication processing further comprises performing the face authentication processing from a second direction without using the mirror by:
detecting a subject in the input image without performing the lateral inversion processing; and
performing the face authentication from the second direction based on a match between the subject in the input image and the reference face image, and outputting a face authentication result from the second direction.
6. A face authentication method according to claim 5 , further comprising:
correcting distortion of the mirror image to produce a corrected mirror image, wherein
the lateral inversion processing is executed on the corrected mirror image to produce the processed image.
7. A face authentication method according to claim 6 , comprising:
correcting distortion of the mirror image is performed based on a predetermined correction parameter.
8. A face authentication method according to claim 5 , wherein the detecting is to detect the inside of the frame of the mirror using a color of the frame as the mirror region in the input image.
9. A non-transitory computer readable medium storing a face authentication program causing a computer to execute face authentication based on an input image including a mirror region corresponding to a mirror, the face authentication program causing the computer to execute a face authentication process comprising:
performing face authentication processing from at least one of a plurality of directions,
wherein the performing the face authentication processing comprises performing the face authentication processing from a first direction based on a detection of the mirror by:
retrieving a color of the frame mounted on the mirror from a storage;
detecting a region inside of the frame of the mirror based on the color of the frame as the mirror region in the input image and producing a mirror image;
performing the mirror image to lateral inversion processing to produce a processed image;
comparing the processed image with a portion of a reference face image corresponding to the mirror region, wherein the reference face image is one real front image for a plurality of faces of persons to be authenticated;
performing the face authentication from the first direction based on a match between the processed image and the reference face image, and outputting a face authentication result,
wherein the performing the face authentication processing further comprises performing the face authentication processing from a second direction without using the mirror by:
detecting a subject in the input image without performing the lateral inversion processing; and
performing the face authentication from the second direction based on a match between the subject in the input image and the reference face image, and outputting a face authentication result from the second direction.
10. The non-transitory computer readable medium according to claim 9 , the face authentication process further comprising:
correcting distortion of the mirror image to produce a corrected mirror image, wherein the lateral inversion processing is executed on the corrected mirror image to produce the processed image.
11. The non-transitory computer readable medium according to claim 10 , the face authentication process comprising:
correcting distortion of the mirror image is performed based on a predetermined correction parameter.
12. The non-transitory computer readable medium according to claim 9 , wherein the detecting is to detect the inside of the frame of the mirror using a color of the frame as the mirror region in the input image.