JP2017068650A5 - - Google Patents

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JP2017068650A5
JP2017068650A5 JP2015194344A JP2015194344A JP2017068650A5 JP 2017068650 A5 JP2017068650 A5 JP 2017068650A5 JP 2015194344 A JP2015194344 A JP 2015194344A JP 2015194344 A JP2015194344 A JP 2015194344A JP 2017068650 A5 JP2017068650 A5 JP 2017068650A5
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camera
area
predetermined plane
value
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JP2017068650A (en
JP6516646B2 (en
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複数のカメラで撮影した複数の被写体を含む画像から個々の被写体を識別する識別装置であって、
各カメラで撮影した画像の前景領域を抽出する抽出手段と、
各カメラそれぞれについて、カメラで撮影した画像の前景領域を、当該カメラの内部パラメータ及び外部パラメータに基づき所定平面上に投影し、前景領域に対応する前記所定平面上の投影領域を求める投影手段と、
各カメラで撮影した画像の前景領域に対応する投影領域のそれぞれに識別子を付与する付与手段と、
前記所定平面上における前記投影領域の重なり数をカウントし、前記重なり数が閾値以上である前記所定平面上の領域を、被写体と前記所定平面との接触領域と判定する判定手段と、
接触領域のそれぞれについて、当該接触領域の元となった投影領域の識別子の組み合わせを判定し、当該組み合わせの同じ接触領域を同じ被写体と識別し、当該組み合わせの異なる接触領域を異なる被写体と識別する識別手段と、
を備えていることを特徴とする複数のカメラで撮影した画像から個々の被写体を識別する識別装置。
An identification device for identifying individual subjects from images including a plurality of subjects photographed by a plurality of cameras,
Extraction means for extracting the foreground region of the image captured by each camera;
Projecting means for projecting a foreground area of an image captured by the camera on a predetermined plane based on an internal parameter and an external parameter of the camera and obtaining a projection area on the predetermined plane corresponding to the foreground area for each camera,
An assigning means for assigning an identifier to each of the projection areas corresponding to the foreground area of the image captured by each camera;
A determination unit that counts the number of overlaps of the projection areas on the predetermined plane and determines an area on the predetermined plane where the number of overlaps is equal to or greater than a threshold as a contact area between a subject and the predetermined plane;
For each contact area, the combination of identifiers of the projection area that is the origin of the contact area is determined, the same contact area of the combination is identified as the same subject, and the different contact areas of the combination are identified as different subjects Means,
An identification device for identifying individual subjects from images taken by a plurality of cameras .
前記所定平面は地面又は床面であることを特徴とする請求項1に記載の複数のカメラで撮影した画像から個々の被写体を識別する識別装置。 The identification device for identifying individual subjects from images captured by a plurality of cameras according to claim 1, wherein the predetermined plane is a ground surface or a floor surface. 前記識別子の組み合わせの数に基づき被写体の数を判定し、前記被写体の数が所定値より小さいと、前記抽出手段が抽出した前景領域を所定画素数だけ拡大し、前記投影手段、前記付与手段、前記判定手段及び前記識別手段に、前記拡大後の前景領域に基づき再度処理を行わせる誤差修正手段をさらに備えていることを特徴とする請求項1又は2に記載の複数のカメラで撮影した画像から個々の被写体を識別する識別装置。 The number of subjects is determined based on the number of combinations of the identifiers, and when the number of subjects is smaller than a predetermined value, the foreground area extracted by the extracting unit is enlarged by a predetermined number of pixels, the projecting unit, the adding unit, The image photographed by a plurality of cameras according to claim 1, further comprising an error correction unit that causes the determination unit and the identification unit to perform processing again based on the enlarged foreground region. Identification device for identifying individual subjects from 前記所定画素数は1画素であることを特徴とする請求項3に記載の複数のカメラで撮影した画像から個々の被写体を識別する識別装置。 The identification device for identifying individual subjects from images taken by a plurality of cameras according to claim 3, wherein the predetermined number of pixels is one pixel. 前記識別子の組み合わせの数に基づき被写体の数を判定し、前記被写体の数が所定値より大きいと、接触領域の元となった各投影領域に対応する各前景領域のサイズを求め、前記サイズの最小値が、前記最小値以外の値に基づく値より小さいと、当該接触領域は被写体ではないと判定する誤差修正手段をさらに備えていることを特徴とする請求項1又は2に記載の複数のカメラで撮影した画像から個々の被写体を識別する識別装置。 The number of subjects is determined based on the number of combinations of the identifiers, and when the number of subjects is greater than a predetermined value, the size of each foreground region corresponding to each projection region that is the origin of the contact region is obtained, 3. The plurality of error correction means according to claim 1, further comprising an error correction unit that determines that the contact area is not a subject when the minimum value is smaller than a value based on a value other than the minimum value . An identification device that identifies individual subjects from images captured by a camera . 前記最小値以外の値に基づく値は、前記サイズの中央値又は最大値に所定の係数を乗じた値であることを特徴とする請求項5に記載の複数のカメラで撮影した画像から個々の被写体を識別する識別装置。 The value based on a value other than the minimum value is a value obtained by multiplying a median value or maximum value of the size by a predetermined coefficient, and each of the images captured by a plurality of cameras according to claim 5 . An identification device for identifying a subject . 複数のカメラで撮影した複数の被写体を含む画像から個々の被写体を識別する識別装置における識別方法であって、
各カメラで撮影した画像の前景領域を抽出する抽出ステップと、
各カメラそれぞれについて、カメラで撮影した画像の前景領域を、当該カメラの内部パラメータ及び外部パラメータに基づき所定平面上に投影し、前景領域に対応する前記所定平面上の投影領域を求める投影ステップと、
各カメラで撮影した画像の前景領域に対応する投影領域のそれぞれに識別子を付与する付与ステップと、
前記所定平面上における前記投影領域の重なり数をカウントし、前記重なり数が閾値以上である前記所定平面上の領域を、被写体と前記所定平面との接触領域と判定する判定ステップと、
接触領域のそれぞれについて、当該接触領域の元となった投影領域の識別子の組み合わせを判定し、当該組み合わせの同じ接触領域を同じ被写体と識別し、当該組み合わせの異なる接触領域を異なる被写体と識別する識別ステップと、
を含むことを特徴とする複数のカメラで撮影した画像から個々の被写体を識別する識別方法。
An identification method in an identification device for identifying individual subjects from images including a plurality of subjects photographed by a plurality of cameras,
An extraction step for extracting a foreground region of an image taken by each camera;
Projecting a foreground region of an image captured by the camera on each predetermined camera on a predetermined plane based on the internal parameters and external parameters of the camera, and obtaining a projection region on the predetermined plane corresponding to the foreground region;
An assigning step of assigning an identifier to each of the projection areas corresponding to the foreground area of the image captured by each camera;
A determination step of counting the number of overlaps of the projection areas on the predetermined plane, and determining an area on the predetermined plane where the number of overlaps is equal to or greater than a threshold as a contact area between a subject and the predetermined plane;
For each contact area, the combination of identifiers of the projection area that is the origin of the contact area is determined, the same contact area of the combination is identified as the same subject, and the different contact areas of the combination are identified as different subjects Steps,
An identification method for identifying individual subjects from images photographed by a plurality of cameras .
請求項1から6のいずれか1項に記載の識別装置としてコンピュータを機能させることを特徴とする複数のカメラで撮影した画像から個々の被写体を識別するプログラム。 A program for identifying an individual subject from images captured by a plurality of cameras, wherein the computer functions as the identification device according to claim 1.
JP2015194344A 2015-09-30 2015-09-30 Identification apparatus for identifying individual objects from images taken by a plurality of cameras, identification method and program Active JP6516646B2 (en)

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JP6802129B2 (en) * 2017-08-31 2020-12-16 Kddi株式会社 Information processing equipment, methods and programs
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