JP2010183291A5 - - Google Patents

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JP2010183291A5
JP2010183291A5 JP2009024190A JP2009024190A JP2010183291A5 JP 2010183291 A5 JP2010183291 A5 JP 2010183291A5 JP 2009024190 A JP2009024190 A JP 2009024190A JP 2009024190 A JP2009024190 A JP 2009024190A JP 2010183291 A5 JP2010183291 A5 JP 2010183291A5
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face
unit
detection
region
evaluation
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JP5289993B2 (en
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Claims (9)

連続する画像中に出現した顔を追尾する追尾装置であって、
前記連続する画像を順次処理して前記画像中の複数の顔を検出する顔検出部と、
前記顔検出部によって検出された各顔を含む顔領域をそれぞれの顔に対して設定する顔領域設定部と、
前記顔検出部による顔検出結果をもとに、前記顔検出部によって検出された各顔の検出難易度を評価する難易度評価部と、
前記難易度評価部による評価結果をもとに、前記顔領域設定部が設定した前記各顔を含む顔領域の中から、前記各顔の検出難易度が高い順に所定数の前記顔領域を選択する顔領域選択部と、
前記顔領域選択部によって選択された前記顔領域対して動き検出をする対象領域として設定する動き検出対象設定部と、
隣接する画像間で、前記動き検出対象設定部によって設定された前記対象領域の動きを検出する動き検出部と、
を備えることを特徴とする追尾装置。
A tracking device that tracks faces appearing in successive images,
A face detector that sequentially processes the successive images to detect a plurality of faces in the images;
A face area setting unit that sets a face area including each face detected by the face detection unit for each face;
Based on the face detection result by the face detection unit, a difficulty level evaluation unit that evaluates the detection difficulty level of each face detected by the face detection unit ,
Based on the evaluation result by the difficulty level evaluation unit , a predetermined number of the face regions are selected from the face regions including the faces set by the face region setting unit in descending order of difficulty of detection of the faces. A face area selection unit to be
A motion detection target setting unit for setting as a target area for the motion detection for the Kikao region before selected by the facial region selecting section,
Between adjacent images, a motion detector to detect motion of the target region set by said motion detection target setting unit,
A tracking device comprising:
前記顔検出部は、少なくとも顔の大きさ、顔の位置、顔の向きおよび顔の傾きのいずれか1つを前記顔検出結果として出力し、
前記難易度評価部は、前記顔検出部によって検出された各顔の前記顔検出結果をもとに、少なくとも顔の大きさ、顔の位置、顔の向き、顔の傾き、顔の向き変化、顔の傾き変化、顔の移動速度および顔の移動方向のうちの1つまたは複数を評価パラメータとして前記各顔の検出難易度を評価することを特徴とする請求項1に記載の追尾装置。
The face detection unit outputs at least one of a face size, a face position, a face orientation, and a face tilt as the face detection result;
The difficulty evaluation unit, on the basis of the face detection unit and the face detection result of each face detected by at least the face of the size, position of the face, the face orientation, the inclination of the face, the direction change of the face, The tracking device according to claim 1 , wherein the degree of difficulty in detecting each face is evaluated using one or more of a change in face inclination, a face moving speed, and a face moving direction as evaluation parameters.
前記難易度評価部は、前記検出された各顔が他の顔と重なる可能性を推定し、推定結果を前記評価パラメータとして前記各顔の検出難易度を評価することを特徴とする請求項2に記載の追尾装置。 The difficulty evaluation section, each face of the detected estimates the possibility of overlap with the other face, claim the estimation results and evaluating the detected difficulty of each face as the evaluation parameter 2 The tracking device described in 1. 前記難易度評価部は、前記各顔の顔検出結果から顔の移動速度および/または顔の移動方向を判定し、判定結果をもとに前記各顔が他の顔と重なる可能性を推定することを特徴とする請求項3に記載の追尾装置。 The difficulty level evaluation unit determines a moving speed and / or moving direction of the face from the face detection result of each face, and estimates the possibility that each face overlaps with another face based on the determination result. The tracking device according to claim 3 . 前記難易度評価部は、前記評価パラメータ毎に予め設定される重み係数を用いて前記評価パラメータに重み付けを行い、該重み付けした前記評価パラメータをもとに前記各顔の検出難易度を評価することを特徴とする請求項1に記載の追尾装置。 The difficulty level evaluation unit weights the evaluation parameter using a weighting factor set in advance for each evaluation parameter , and evaluates the detection difficulty level of each face based on the weighted evaluation parameter. The tracking device according to claim 1 . 前記顔検出部によって検出された各顔を含む顔領域と、前記動き検出部によって検出された前記対象領域の動きとをもとに、前記画像中の顔領域を確定する顔領域確定部を備えることを特徴とする請求項1に記載の追尾装置。 A face region determining unit that determines a face region in the image based on a face region including each face detected by the face detecting unit and a motion of the target region detected by the motion detecting unit; The tracking device according to claim 1 . 前記連続する画像を切り換えて表示部に表示処理する表示処理部を備え、
前記表示処理部は、前記顔領域確定部によって確定された前記画像中の顔領域に従って、前記画像中顔を示す顔枠を表示することを特徴とする請求項6に記載の追尾装置。
A display processing unit for switching the continuous images and performing display processing on the display unit;
The display processing unit in accordance with the face area in said image which is determined by the face area determination unit, a tracking device according to claim 6, characterized in that to display a face frame indicating a face in the image.
フレーム毎に被写体を撮像して前記連続する画像を順次生成する撮像部と、
撮影指示を行う撮影指示部と、
前記顔領域確定部によって確定された前記画像中の顔領域の顔について前記顔検出部が検出した最新の顔検出結果を用い、前記撮像部の撮像条件を設定する撮像条件設定部と、
を備えることを特徴とする請求項6に記載の追尾装置。
An imaging unit that sequentially images the subject for each frame and sequentially generates the continuous images;
A shooting instruction section for giving shooting instructions;
An imaging condition setting unit that sets an imaging condition of the imaging unit using the latest face detection result detected by the face detection unit for the face of the face region in the image determined by the face region determination unit ;
The tracking device according to claim 6 , further comprising:
連続する画像中に出現した顔を追尾する追尾方法であって、
前記連続する画像を順次処理して前記画像中の複数の顔を検出する顔検出工程と、
前記顔検出工程で検出された各顔を含む顔領域をそれぞれの顔に対して設定する顔領域設定工程と、
前記顔検出工程での顔検出結果をもとに、前記顔検出工程で検出された各顔の検出難易度を評価する難易度評価工程と、
前記難易度評価工程による評価結果をもとに、前記顔領域設定工程で設定した前記各顔を含む顔領域の中から、前記各顔の検出難易度が高い順に所定数の前記顔領域を選択する顔領域選択固定と、
前記顔領域選択工程によって選択された前記顔領域対して動き検出をする対象領域として設定する動き検出対象設定工程と、
隣接する画像間で、前記動き検出対象設定工程で設定された前記対象領域の動きを検出する動き検出工程と、
を含むことを特徴とする追尾方法。
A tracking method for tracking a face that appears in successive images,
A face detection step of sequentially processing the continuous images to detect a plurality of faces in the images;
A face area setting step for setting a face area including each face detected in the face detection step for each face;
Based on the face detection result in the face detection step, a difficulty level evaluation step for evaluating the detection difficulty level of each face detected in the face detection step ;
Based on the evaluation result of the difficulty level evaluation step , a predetermined number of the face regions are selected from the face regions including the faces set in the face region setting step in descending order of difficulty of detection of the faces. The face area selection to be fixed,
A motion detection target setting step of setting as the target area for the motion detection for the Kikao region before selected by the facial region selection step,
Between adjacent images, a motion detection step of detecting a motion of the target region set by said motion detection target setting step,
The tracking method characterized by including.
JP2009024190A 2009-02-04 2009-02-04 TRACKING DEVICE AND TRACKING METHOD Expired - Fee Related JP5289993B2 (en)

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JP2010183291A5 true JP2010183291A5 (en) 2012-03-08
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JP5484184B2 (en) * 2010-04-30 2014-05-07 キヤノン株式会社 Image processing apparatus, image processing method, and program
KR101817657B1 (en) 2011-12-21 2018-01-11 삼성전자주식회사 Digital photographing apparatus splay apparatus and control method thereof
JP5867157B2 (en) * 2012-02-23 2016-02-24 リコーイメージング株式会社 Imaging device, subject tracking method, and subject tracking program
JP2015040939A (en) * 2013-08-21 2015-03-02 キヤノン株式会社 Image-capturing device, control method therefor, and control program
JP5968379B2 (en) 2013-10-29 2016-08-10 キヤノン株式会社 Image processing apparatus and control method thereof
CN106228112B (en) * 2016-07-08 2019-10-29 深圳市优必选科技有限公司 Face datection tracking and robot head method for controlling rotation and robot
JP6899049B2 (en) * 2016-10-20 2021-07-07 株式会社ニコン Imaging device
JP7085651B2 (en) * 2019-01-29 2022-06-16 富士フイルム株式会社 Image pickup device control device, image pickup device, image pickup device control method, image pickup device control program

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