DETECTING VISUAL ATTENTION OF CHILDREN WITH AUTISM SPECTRUM DISORDER
A method for detecting visual attention of a user includes capturing a face image of the user, determining coordinates of a plurality of facial landmarks of the face of the user for an attentive state and an inattentive state, calculating a distance between the facial landmarks, and determining whether the user is in the attentive state or the inattentive state based on the distance between the facial landmarks.
1 . A method for detecting visual attention of a user, the method comprising:
capturing a face image of the user;
determining coordinates of a plurality of facial landmarks of the face of the user for an attentive state and an inattentive state;
calculating a distance between the facial landmarks; and
determining whether the user is in the attentive state or the inattentive state based on the distance between the facial landmarks.
2 . The method of claim 1 , wherein the user has autism spectrum disorder.
3 . The method of claim 1 , wherein the distance between facial landmarks is calculated using a Euclidean method.
4 . The method of claim 1 , wherein the imaging device is a webcam.
5 . The method of claim 1 , wherein the face image is captured during an attention task.
6 . The method of claim 5 , wherein the attention task comprises at least one of a low distraction task and a high distraction task.
7 . The method of claim 6 , wherein the low distraction task includes a task without a distractor.
8 . The method of claim 1 , wherein the facial landmarks are located in at least one region of eyes, eyebrows, a nose, a jaw, and lips of the face image of the user.
9 . The method of claim 1 , wherein the facial landmarks comprises at least one point of a right top jaw, a right jaw angle, a gnathion, a left jaw angle, a left top jaw, an outer right brow corner, a right brow corner, an inner right brow corner, an inner left brow corner, a left brow center, an outer left brow corner, a nose root, a nose tip, a nose lower right boundary, a nose bottom boundary, a nose lower left boundary, an outer right eye, an inner right eye, an inner left eye, an outer left eye, a right lip corner, a right apex upper lip, an upper lip center, a left apex upper lip, a left lip corner, a left edge lower lip, a lower lip center, a right edge lower lip, a bottom lower lip, a top lower lip, an upper corner right eye, a lower corner right eye, an upper corner left eye, and a lower corner left eye.
10 . The method of claim 1 , further comprising determining whether a first distance formed between first two facial landmarks and a second distance formed between second two facial landmarks are symmetrical.
11 . The method of claim 10 , further comprising responsive to determining that the first distance and the second distance are symmetrical, determining that the user is in the attentive state.
12 . The method of claim 10 , further comprising responsive to determining that the first distance and the second distance are not symmetrical, determining that the user is in the inattentive state.
13 . A non-transitory machine readable medium storing instructions, which when executed by a physical processor, cause the physical processor to:
capture a face image of a user;
determine coordinates of a plurality of facial landmarks of the face of the user for an attentive state and an inattentive state;
calculate a distance between the facial landmarks; and
determine whether the user is in the attentive state or the inattentive state based on the distance between the facial landmarks.
14 . The non-transitory machine readable medium of claim 13 , wherein the user has autism spectrum disorder.
15 . The non-transitory machine readable medium of claim 13 , wherein the face image is captured during an attention task.
16 . The non-transitory machine readable medium of claim 15 , wherein the attention task comprises at least one of a low distraction task and a high distraction task.
17 . The non-transitory machine readable medium of claim 13 , wherein the facial landmarks are located in at least one region of eyes, eyebrows, a nose, a jaw, and lips of the face image of the user.
18 . The non-transitory machine readable medium of claim 13 , wherein the facial landmarks comprises at least one point of a right top jaw, a right jaw angle, a gnathion, a left jaw angle, a left top jaw, an outer right brow corner, a right brow corner, an inner right brow corner, an inner left brow corner, a left brow center, an outer left brow corner, a nose root, a nose tip, a nose lower right boundary, a nose bottom boundary, a nose lower left boundary, an outer right eye, an inner right eye, an inner left eye, an outer left eye, a right lip corner, a right apex upper lip, an upper lip center, a left apex upper lip, a left lip corner, a left edge lower lip, a lower lip center, a right edge lower lip, a bottom lower lip, a top lower lip, an upper corner right eye, a lower corner right eye, an upper corner left eye, and a lower corner left eye.
19 . The non-transitory machine readable medium of claim 13 , further storing instructions, which when executed by the physical processor, cause the physical processor to determine whether a first distance formed between first two facial landmarks and a second distance formed between second two facial landmarks are symmetrical.
20 . The non-transitory machine readable medium of claim 19 , further storing instructions, which when executed by the physical processor, cause the physical processor to, responsive to determining that the first distance and the second distance are symmetrical, determine that the user is in the attentive state.