JP2007301087A - Visual line direction detection method or apparatus for vehicle driver - Google Patents

Visual line direction detection method or apparatus for vehicle driver Download PDF

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JP2007301087A
JP2007301087A JP2006131548A JP2006131548A JP2007301087A JP 2007301087 A JP2007301087 A JP 2007301087A JP 2006131548 A JP2006131548 A JP 2006131548A JP 2006131548 A JP2006131548 A JP 2006131548A JP 2007301087 A JP2007301087 A JP 2007301087A
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driver
median value
vehicle driver
gaze
median
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JP4676375B2 (en
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Dotan Knaan
クナーアン ドータン
Shavit Adi
シャヴィット アディ
Dana Shavit
シャヴィット ダナ
Kazufumi Suzuki
一史 鈴木
Yoshio Ichihashi
敬男 市橋
Akio Takahashi
昭夫 高橋
Akihito Kimata
亮人 木俣
Kotaro Takashima
孝太郎 高島
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GEN TEC KK
Honda Motor Co Ltd
Gentech Co Ltd
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GEN TEC KK
Honda Motor Co Ltd
Gentech Co Ltd
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Abstract

<P>PROBLEM TO BE SOLVED: To provide a highly reliable visual line vector detection method or apparatus performing correction of the measured result of a visual line direction (visual line vector) with an individual difference taken into consideration. <P>SOLUTION: The method of obtaining the visual line direction of a vehicle driver comprises the steps of: obtaining the measured value of the visual line angle in a vertical direction within prescribed time of the driver; obtaining the median of the measured value; obtaining a difference amount between the median of the vehicle driver and the median of a standard driver; applying the correction of the difference amount to the median of the visual line angle in the vertical direction of the vehicle driver; and determining the visual line vector of the vehicle driver on the basis of the corrected median. <P>COPYRIGHT: (C)2008,JPO&INPIT

Description

この発明は人の視線ベクトル(又は視線方向)を検出する方法や装置に関するものである。更に具体的には車の運転者等の視線ベクトルを修正してより正しい視線ベクトルを求める技術に関するものである。   The present invention relates to a method and apparatus for detecting a human eye vector (or eye direction). More specifically, the present invention relates to a technique for obtaining a more correct line-of-sight vector by correcting the line-of-sight vector of a car driver or the like.

従来から車の運転者の補助手段として人の視線ベクトルを利用する技術が開発されている。これまで行われてきた主な人の視線ベクトルを求める(又は計測する)技術は、左右の両眼の個々について視線ベクトルを求めることができた。例えば、特許文献1、特許文献2には人の視線ベクトルを検出する方法が開示されているが、これらの方法によれば、何れも左眼の視線ベクトルと右眼の視線ベクトルとの2個の視線ベクトルを求めることができた。
特開2005−253778号、視線検出方法及び同装置 特願2006−29428号、視線ベクトル検出方法及び同装置
2. Description of the Related Art Conventionally, a technique using a human eye vector as an auxiliary means for a car driver has been developed. The technique for obtaining (or measuring) a gaze vector of a main person that has been performed so far has been able to obtain a gaze vector for each of the left and right eyes. For example, Patent Literature 1 and Patent Literature 2 disclose methods for detecting a human eye vector. According to these methods, both of the left eye eye vector and the right eye eye vector are used. It was possible to obtain the gaze vector.
JP 2005-253778 A, Gaze detection method and apparatus Japanese Patent Application No. 2006-29428, eye vector detection method and apparatus

これらの2個の視線ベクトルは対象物体上で一致すると考えられる。従って、この知見(事実)を考慮すれば、求めた視線ベクトルのチェックを行うことができる。顔を正立状態にしている限り、左右の眼は相互に水平な位置関係にある。このことから、上記のチェックでは視線ベクトルの水平成分については有効であるが、上下方向(垂直成分)については余り有効でない。また、上下方向(垂直成分)について有効なチェック方法が発見されなかったために視線ベクトルの垂直成分に誤差があっても放置されてきた。   These two line-of-sight vectors are considered to coincide on the target object. Therefore, if this knowledge (facts) is taken into consideration, the obtained line-of-sight vector can be checked. As long as the face is in an upright state, the left and right eyes are in a horizontal positional relationship with each other. From this, the above check is effective for the horizontal component of the line-of-sight vector, but is not very effective for the vertical direction (vertical component). Further, since an effective check method has not been found for the vertical direction (vertical component), even if there is an error in the vertical component of the line-of-sight vector, it has been left alone.

そこで、視線ベクトルの上下方向についての個人差の有無について検討するための実験を行った。図3及び図4は5人の被険者(A〜E)の実験結果を示す。図3は5人の被険者が前方を見ていたときの上下方向の角度(横軸)と頻度(縦軸)との関係を示す。図4は同じ5人の被険者(A〜E)が同一の点(上下方向の角度=0度の点)を注視していたときの上下方向の角度(横軸)と頻度(縦軸)との関係を示す。図5は図3の場合と図4の場合の中央値(メジアン)を求めた値を示す。ここで、中央値は被険者の上下方向の角度の測定値の平均値を求めて、その平均値に最も近い測定値と定義している。   Therefore, an experiment was conducted to examine the presence or absence of individual differences in the vertical direction of the gaze vector. 3 and 4 show the experimental results of five insured persons (A to E). FIG. 3 shows the relationship between the vertical angle (horizontal axis) and the frequency (vertical axis) when five people are looking forward. FIG. 4 shows the vertical angle (horizontal axis) and frequency (vertical axis) when the same five people (A to E) are gazing at the same point (vertical angle = 0 point). ). FIG. 5 shows values obtained by calculating the median (median) in the cases of FIG. 3 and FIG. Here, the median is defined as the measurement value closest to the average value obtained by calculating the average value of the measured values of the angle of the injured person in the vertical direction.

以上(図3〜図5)に示したように、従来の視線ベクトル検出方法又は装置では上下方向の角度についての個人差による偏差が大きく、従って、従来の個人差を考慮しない視線ベクトル検出方法又は装置では大きな誤差を含む可能性があり、信頼性に欠けるという課題があった。即ち、図3及び図4から理解できるように、上下方向の視線方向の中央値は各個人によって大きく相違していることが判明した。そこで、各個人の中央値を標準運転者の中央値の平均値に一致させてみた。図6、図7は標準運転者の中央値の平均値をゼロとして、前記実験結果(図3、図4)の中央値をゼロに一致させた場合の結果を示したグラフである。この結果から中央値を適当に修正すれば個人間の偏差が著しく減少するであろうという考察が得られた。ここで、標準運転者の中央値は、少なくとも3人以上の通常の運転者の上下方向の視線角度の中央値に対する平均値とし、中央値は不適合値を除いて求めてもよい。   As described above (FIGS. 3 to 5), the conventional gaze vector detection method or apparatus has a large deviation due to individual differences in the vertical angle, and therefore the conventional gaze vector detection method or There is a possibility that a large error is included in the apparatus, and there is a problem that it is not reliable. That is, as can be understood from FIGS. 3 and 4, it has been found that the median value in the vertical line-of-sight direction differs greatly depending on the individual. Therefore, the median value of each individual was matched with the average value of the median values of standard drivers. 6 and 7 are graphs showing results when the average value of the median value of standard drivers is set to zero and the median value of the experimental results (FIGS. 3 and 4) is made to coincide with zero. From this result, it was considered that the deviation between individuals would be significantly reduced if the median was appropriately corrected. Here, the median value of the standard driver may be an average value with respect to the median value of the vertical line-of-sight angles of at least three normal drivers, and the median value may be obtained by excluding the nonconforming value.

以上に示したように、従来の視線ベクトル検出方法又は装置では、上下方向の角度についての個人差による偏差が大きく、従って、個人差を考慮しない従来の視線ベクトル検出方法又は装置では大きな誤差を含む可能性があり、信頼性に欠けるという課題があった。本願発明は、上記の知見に基づいて、視線方向(視線ベクトル)の測定結果に対して個人差を考慮した修正をして信頼性の高い視線ベクトル検出方法又は装置を提供することにある。   As described above, the conventional gaze vector detection method or apparatus has a large deviation due to individual differences in the vertical angle, and thus the conventional gaze vector detection method or apparatus that does not consider individual differences includes a large error. There was a problem that it was possible and lacked reliability. An object of the present invention is to provide a highly reliable line-of-sight vector detection method or apparatus by correcting the measurement result of the line-of-sight direction (line-of-sight vector) in consideration of individual differences based on the above findings.

本発明は上記の課題を解決する手段として以下の構成を採用する。即ち、
請求項1記載の方法発明は、車両運転者の視線方向を求める方法において、前記運転者の所定時間内の上下方向の視線角度の測定値を求めるステップと、該測定値の中央値を求めるステップと、前記車両運転者の中央値と標準運転者の中央値との差分量を求めるステップと、前記車両運転者の上下方向の視線角度の中央値に該差分量の修正をするステップと、修正された中央値に基づいて該車両運転者の視線ベクトルを決定するステップを含むことを特徴としている。
The present invention adopts the following configuration as means for solving the above problems. That is,
The method invention according to claim 1 is a method for obtaining a gaze direction of a vehicle driver, a step of obtaining a measured value of a gaze angle in a vertical direction of the driver within a predetermined time, and a step of obtaining a median value of the measured values. Determining the difference between the median value of the vehicle driver and the median value of the standard driver, correcting the difference value to the median value of the vertical gaze angle of the vehicle driver, Determining a gaze vector of the vehicle driver based on the calculated median value.

請求項2記載の装置発明は、車両運転者の視線方向を求める装置において、前記運転者の所定時間内の上下方向の視線角度を求める測定装置と、該測定値の中央値を求め、求めた中央値と標準運転者の中央値との差分量を求め、前記車両運転者の上下方向の視線角度の中央値に対して該差分量だけ修正し、修正した中央値に基づいて該車両運転者の視線ベクトルを決定する演算装置とを具備することを特徴としている。   According to a second aspect of the present invention, there is provided a device for determining a gaze direction of a vehicle driver, a measuring device for determining a gaze angle in a vertical direction of the driver within a predetermined time, and a median value of the measured values. A difference amount between the median value and the median value of the standard driver is obtained, and the vehicle driver is corrected based on the corrected median value by correcting the difference value with respect to the median value of the vertical gaze angle of the vehicle driver. And an arithmetic unit for determining the line-of-sight vector.

請求項3記載の方法及び装置発明は、請求項1又は請求項2の何れか1に記載の発明において、前記運転者の測定値の中央値は不適合値を除いて求めた上下方向の視線角度の中央値であることを特徴としている。   The method and apparatus according to claim 3 is the invention according to any one of claims 1 and 2, wherein the median value of the driver's measurement value is obtained by excluding the nonconformity value, and the gaze angle in the vertical direction It is characterized by a median value of.

請求項4記載の方法及び装置発明は、前記標準運転者の中央値は、複数の車両運転者の上下方向の視線角度の中央値の平均値であることを特徴とすることを特徴としている。   The method and apparatus invention according to claim 4 is characterized in that the median value of the standard driver is an average value of median values of the viewing angles in the vertical direction of a plurality of vehicle drivers.

以上に説明したように、この発明の構成によれば、個人差による視線ベクトルの上下方向の偏差を修正したので、従来に比べて正しい視線ベクトルが検出(又は測定)できるという効果が得られる。更に、請求項3、4ではより正確な視線ベクトルが得られるという効果がある。   As described above, according to the configuration of the present invention, since the vertical deviation of the line-of-sight vector due to individual differences is corrected, an effect that a correct line-of-sight vector can be detected (or measured) as compared with the conventional case can be obtained. Further, in claims 3 and 4, there is an effect that a more accurate line-of-sight vector can be obtained.

図2は本発明を実施する実施形態の装置の構成を示す。図2において、車両運転者10はフロントガラス11を通して外界の風景等の対象物12を見ている。又、車内のフロント上方には車両運転者10の視線方向を検出するためのカメラ14が配設されており、カメラ14の撮影データはデータ用配線15によってコンピュータ16に接続されている。更に、コンピュータ16にはモニタ17、記憶装置18、入力手段19a、19bが接続されている。カメラ14によって車両運転者の眼が撮影され、撮影された眼の画像データはコンピュータ16に送信される。コンピュータ16、記憶装置18には画像データから車両運転者10の視線方向(又は視線ベクトル)を解析するプログラムや上下方向の視線角度を求めるプログラムの他に、図1の手順を実行するためのプログラム等が記録されている。   FIG. 2 shows the configuration of an apparatus according to an embodiment of the present invention. In FIG. 2, the vehicle driver 10 views an object 12 such as an outside landscape through a windshield 11. Further, a camera 14 for detecting the direction of the line of sight of the vehicle driver 10 is disposed above the front of the vehicle, and photographing data of the camera 14 is connected to a computer 16 by a data wiring 15. Further, a monitor 17, a storage device 18 and input means 19 a and 19 b are connected to the computer 16. The camera 14 captures the eyes of the vehicle driver, and the captured image data of the eyes is transmitted to the computer 16. The computer 16 and the storage device 18 include a program for executing the procedure of FIG. 1 in addition to a program for analyzing the gaze direction (or gaze vector) of the vehicle driver 10 from the image data and a program for obtaining the gaze angle in the vertical direction. Etc. are recorded.

図1は、本願発明を実施する方法のフローチャートを示す。図1において、ステップS10では所定時間(例えば、1分〜数分)に渡って、車両運転車の視線ベクトルを複数回計測し、この複数回の視線ベクトルを各々、x方向(水平方向)とy方向(上下方向)に分解し、視線ベクトルのy方向成分の中央値(y1)を求める。なお、中央値(y1)を求める際に、中央値から大きく外れたデータ(不適合値)は無視してもよい。   FIG. 1 shows a flow chart of a method for carrying out the present invention. In FIG. 1, in step S10, the line-of-sight vector of the vehicle driving vehicle is measured a plurality of times over a predetermined time (for example, 1 minute to several minutes). By decomposing in the y direction (vertical direction), the median value (y1) of the y direction components of the line-of-sight vector is obtained. Note that when the median value (y1) is obtained, data (nonconformity value) greatly deviating from the median value may be ignored.

ステップS11では、標準運転者の視線ベクトルのy方向成分の中央値(Y0)の平均値を記録メモリから読み出す。次いで、読み出した中央値(Y0)の平均値とステップS10で求めた中央値(y1)との偏差(E)を求める。但し、E=y1−Y0である。ここで、標準運転者の視線ベクトルのy方向成分の中央値(Y0)は複数(n人)の車両運転者のある時間(例えば、数分)の視線ベクトルのy方向成分の中央値(Y1〜Yn)の平均値と定めてもよい。なお、(n人)は少なくとも5人以上とするのが望ましい。人数が多いほど平均は安定するからである。   In step S11, the average value of the median value (Y0) of the y-direction components of the standard driver's line-of-sight vector is read from the recording memory. Next, a deviation (E) between the average value of the read median value (Y0) and the median value (y1) obtained in step S10 is obtained. However, E = y1-Y0. Here, the median value (Y0) of the y-direction component of the standard driver's line-of-sight vector is the median value (Y1) of the y-direction component of the line-of-sight vector for a certain time (for example, several minutes) for a plurality (n) of vehicle drivers. ~ Yn) may be determined as an average value. Note that (n people) is preferably at least 5 or more. This is because the average is more stable as the number of people increases.

ステップS12では、車両運転者の現時点での視線ベクトルを測定(検出)する。
ステップS13では、検出した視線ベクトルをx成分とy成分に分解し、ステップS14では前のステップで得られたy成分にステップS11で求めた偏差(E)を加算してy成分の修正をする。修正されたy成分の値をy*とする。ステップS15では、前に得られたx成分とy*成分とを合成して修正された視線ベクトルを求める。以下車両運転者の視線ベクトルを継続して測定する場合はステップS12に戻り前述の操作(S12〜S15)を繰り返す。中断する場合は中断(又は、RETURN)を実行する。
In step S12, the current gaze vector of the vehicle driver is measured (detected).
In step S13, the detected line-of-sight vector is decomposed into an x component and a y component. In step S14, the deviation (E) obtained in step S11 is added to the y component obtained in the previous step to correct the y component. . The corrected y component value is y *. In step S15, a corrected line-of-sight vector is obtained by combining the previously obtained x component and y * component. Thereafter, when the line-of-sight vector of the vehicle driver is continuously measured, the process returns to step S12 and the above operations (S12 to S15) are repeated. When it is interrupted, the interrupt (or RETURN) is executed.

以上に説明したように、本実施形態に依れば、視線ベクトルの上下方向の成分に対して適正な補正(修正)を行っているので従来に比べてより正確な視線ベクトルが決定(測定)できるという効果が得られる。また、この効果は視線ベクトルを利用している種々の用途、目的にも反映される。   As described above, according to the present embodiment, since an appropriate correction (correction) is performed on the vertical component of the line-of-sight vector, a more accurate line-of-sight vector is determined (measured) than in the past. The effect that it can be obtained. This effect is also reflected in various uses and purposes using the line-of-sight vector.

以上、この発明の実施形態、実施例を図面により詳述してきたが、具体的な構成はこの実施例に限られるものではなく、この発明の要旨を逸脱しない範囲の設計の変更等があってもこの発明に含まれる。   The embodiments and examples of the present invention have been described in detail with reference to the drawings. However, the specific configuration is not limited to the examples, and there are design changes and the like without departing from the gist of the present invention. Are also included in the present invention.

実施形態の全体の手順を示すフローチャート図である。It is a flowchart figure which shows the whole procedure of embodiment. 実施形態の具体的な構成例を示す。The specific structural example of embodiment is shown. 被険者(A〜E)が前方を見ていたときの実験結果を示す。An experimental result when an insured person (AE) was looking forward is shown. 被険者(A〜E)が前方を注視したときの実験結果を示す。An experimental result when an insured person (AE) gazes ahead is shown. 被険者の中央値を示す。Indicates the median value of the insured. 図3の結果を修正した結果を示す。The result of having corrected the result of FIG. 3 is shown. 図4の結果を修正した結果を示す。The result of having corrected the result of FIG. 4 is shown.

符号の説明Explanation of symbols

10 車両運転者
11 フロントガラス
12 対象物体
14 カメラ
15 信号配線
16 コンピュータ
17 モニタ
18 磁気デスク
10 Vehicle driver
11 Windshield
12 Target Object 14 Camera 15 Signal Wiring 16 Computer 17 Monitor 18 Magnetic Desk

Claims (4)

車両運転者の視線方向を求める方法において、前記運転者の所定時間内の上下方向の視線角度の測定値を求めるステップと、該測定値の中央値を求めるステップと、前記車両運転者の中央値と標準運転者の中央値との差分量を求めるステップと、前記車両運転者の上下方向の視線角度の中央値に該差分量の修正をするステップと、修正された中央値に基づいて該車両運転者の視線ベクトルを決定するステップを含むことを特徴とする車両運転者の視線方向の検出方法。 In the method for obtaining the gaze direction of the vehicle driver, a step of obtaining a measured value of the gaze angle in the vertical direction of the driver within a predetermined time, a step of obtaining a median value of the measured value, and a median value of the vehicle driver A difference amount between the vehicle driver and the standard value of the standard driver, a step of correcting the difference amount to a median value of the vertical gaze angle of the vehicle driver, and the vehicle based on the corrected median value A method for detecting a gaze direction of a vehicle driver, comprising a step of determining a gaze vector of the driver. 車両運転者の視線方向を求める装置において、前記運転者の所定時間内の上下方向の視線角度を求める測定装置と、該測定値の中央値を求め、求めた中央値と標準運転者の中央値との差分量を求め、前記車両運転者の上下方向の視線角度の中央値に対して該差分量だけ修正し、修正した中央値に基づいて該車両運転者の視線ベクトルを決定する演算装置とを具備することを特徴とする車両運転者の視線方向の検出装置。 In an apparatus for determining the line-of-sight direction of a vehicle driver, a measuring device for determining the vertical line-of-sight angle within a predetermined time of the driver, a median value of the measured values, a median value obtained and a median value of a standard driver An arithmetic unit that calculates a difference amount with respect to the median value of the gaze angle in the vertical direction of the vehicle driver, and determines the gaze vector of the vehicle driver based on the corrected median value; An apparatus for detecting a gaze direction of a vehicle driver, comprising: 前記運転者の測定値の中央値は不適合値を除いて求めた上下方向の視線角度の中央値であることを特徴とする請求項1又は請求項2に記載の車両運転者の視線方向の検出方法又は同装置。 The vehicle driver's gaze direction detection according to claim 1 or 2, wherein the median value of the driver's measured value is a median value of the gaze angle in the vertical direction obtained by excluding non-conforming values. Method or apparatus. 前記標準運転者の中央値は、複数の車両運転者の上下方向の視線角度の中央値に対する平均値であることを特徴とする請求項1〜請求項3に記載の車両運転者の視線方向の検出方法又は同装置。
4. The vehicle driver's line-of-sight direction according to claim 1, wherein the median value of the standard driver is an average value with respect to a median value of a plurality of vehicle drivers' vertical line-of-sight angles. Detection method or apparatus.
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