Gaze detection apparatus and the method of the same
View Patent ↗An image input unit, a feature point detection unit configured to extract at least four image feature points including a feature point of a pupil and which do not exist on an identical plane from an input image, a three-dimensional face model storage unit configured to store shape information of a three-dimensional face model and at least coordinates of reference feature points on the three-dimensional face model corresponding to the feature points extracted by the feature point detection unit, a converting unit configured to convert a coordinate of the feature point of the pupil onto surface of the three-dimensional face model on the basis of the correspondence between the extracted feature points and the reference feature points, and a gaze estimating unit configured to estimate the gaze direction from the converted coordinate of the pupil are provided.
1. A gaze detection apparatus comprising:
a feature point detection unit configured to extract at least four image feature points which do not exist on an identical plane from a face in one input image, the image feature points including a feature point of a pupil;
a three-dimensional face model storage unit configured to store shape information of at least one three-dimensional face model, coordinates of reference feature points corresponding respectively to the image feature points on a three-dimensional face model of the at least one three-dimensional face model, and a three-dimensional eyeball model relating to eyeballs in the three-dimensional face model;
a converting device configured to convert a coordinate of the feature point of the pupil onto a surface of the three-dimensional face model, based on a correspondence between the image feature points and the reference feature points, to yield a converted coordinate of the pupil; and
a gaze estimating unit configured to estimate a three-dimensional gaze direction based on the three-dimensional eyeball model and the converted coordinate of the pupil.
2. The apparatus according to claim 1 , wherein the three-dimensional eyeball model includes a center coordinate of one of the eyeballs in the three-dimensional face model, and the gaze estimating unit is configured to estimate the three-dimensional gaze direction based on the center coordinate and the converted coordinate of the pupil.
3. The apparatus according to claim 2 , wherein the gaze estimating unit is configured to estimate the gaze direction from a straight line connecting the center coordinate and the converted coordinate of the pupil.
4. the apparatus according to claim 1 , wherein the three-dimensional eyeball model includes coordinates of pupils of the three-dimensional face model in a state of looking straight forward, and the gaze estimating unit is configured to estimate the gaze direction based on the coordinates of the pupils in the state of looking straight forward and the converted coordinate of the pupil.
5. The apparatus according to claim 2 , wherein the converting unit is configured to calculate a projection matrix between the image feature points and the reference feature points, and convert the coordinate of the feature point of the pupil on the input image onto the surface of the three-dimensional face model using the projection matrix.
6. The apparatus according to claim 1 , further comprising a gazing area selecting unit configured to select a gazing area from candidate gazing areas predetermined in a three-dimensional space based on the three-dimensional gaze direction in advance.
7. The apparatus according to claim 1 ,
wherein the three-dimensional face model storage unit is configured to store the shape information from a plurality of three-dimensional face models,
wherein the converting unit is configured to evaluate reliability of correspondences between the face on the input image and the plurality of three-dimensional face models based on errors between converted image feature points and the reference feature points, and
wherein the gaze estimating unit is configured to select a selected three-dimensional face model, from the plurality of three-dimensional face models, having a highest reliability, and to detect the gaze direction based on the selected three-dimensional face model.
8. The apparatus according to claim 1 , wherein the converting unit is configured to calculate the correspondence based on the image feature points and reference feature points other than feature points of the pupils.
9. The apparatus according to claim 1 , wherein the converting unit is configured to calculate the correspondence based on a center of gravity between the feature point of the pupil and the reference feature points corresponding to image feature points other than the pupil.
10. A method of detecting a gaze performed by a gaze detection apparatus, comprising:
extracting at least four image feature points which do not exist on an identical plane from a face in one input image, the image feature points including a feature point of a pupil;
storing shape information of at least one three-dimensional face model, coordinates of reference feature points corresponding respectively to the image feature points on a three-dimensional face model of the at least one three-dimensional model, and a three-dimensional eyeball model relating to eyeballs on the three-dimensional face model;
converting a coordinate of the feature point of the pupil onto a surface of the three-dimensional face model, based on a correspondence between the image feature points and the reference feature points, to yield a converted coordinate of the pupil; and
estimating a three-dimensional gaze direction based on the three-dimensional eyeball model and the converted coordinate of the pupil.
11. The method according to claim 10 , wherein the three-dimensional eyeball model includes a center coordinate of one of the eyeballs in the three-dimensional face model, and the estimating includes estimating the three-dimensional gaze direction based on the center coordinate and the converted coordinate of the pupil.
12. The method according to claim 11 , wherein the estimating the three-dimensional gaze direction includes estimating the three-dimensional gaze direction from a straight line connecting the center coordinate and the converted coordinate of the pupil.
13. The method according to claim 10 , wherein the three-dimensional eyeball model includes coordinates of pupils of the three-dimensional face model in a state of looking straight forward, and the estimating includes estimating the three-dimensional gaze direction based on the coordinates of the pupils in the state of looking straight forward and the converted coordinate of the pupil.
14. The method according to claim 10 , further comprising selecting a gazing area from candidate gazing areas predetermined in a three-dimensional space based on the three-dimensional gaze direction in advance.
15. A program stored in a non-transitory computer-readable medium, for causing a computer to execute functions comprising:
extracting at least four image feature points which do not exist on an identical plane from a face in one input image, the image feature points including a feature point of pupil;
storing shape information of at least one three-dimensional face model, coordinates of reference feature points corresponding respectively to the image feature points on the three-dimensional face model, and a three-dimensional eyeball model relating to eyeballs on the three-dimensional face model;
converting a coordinate of the feature point of the pupil onto a surface of the three-dimensional face model, based on a correspondence between the image feature points and the reference feature points, to yield a converted coordinate of the pupil; and
estimating a three-dimensional gaze direction based on the three-dimensional eyeball model and the converted coordinate of the pupil.