JP2007104516A5 - - Google Patents
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- JP2007104516A5 JP2007104516A5 JP2005294330A JP2005294330A JP2007104516A5 JP 2007104516 A5 JP2007104516 A5 JP 2007104516A5 JP 2005294330 A JP2005294330 A JP 2005294330A JP 2005294330 A JP2005294330 A JP 2005294330A JP 2007104516 A5 JP2007104516 A5 JP 2007104516A5
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- motion vector
- movement
- image processing
- processing apparatus
- moving image
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Claims (13)
前記動画像を取得する取得手段と、
前記取得手段により取得された前記動画像内の任意の間隔毎の動きベクトルを検出する動きベクトル検出手段と、
前記動きベクトル検出手段により検出された前記動きベクトルを、前記撮像手段の移動による第1の動きベクトルと、前記撮像手段の回転による第2の動きベクトルとに分離する分離手段と
を備え、
前記分離手段は、前記第1の動きベクトルと前記第2の動きベクトルとを統計的に算出する
画像処理装置。 In an image processing apparatus that detects the movement of an imaging unit that captured the moving image based on a plurality of frames in the moving image,
Obtaining means for obtaining the moving image;
Motion vector detection means for detecting a motion vector at any interval in the moving image acquired by the acquisition means;
Separating means for separating the motion vector detected by the motion vector detection means into a first motion vector due to movement of the imaging means and a second motion vector due to rotation of the imaging means;
The image processing apparatus, wherein the separation unit statistically calculates the first motion vector and the second motion vector.
前記分離手段は、
前記画動像中の前記フレームにおける十分遠方の被写体が撮像された領域を推定する遠方領域推定手段と、
前記動きベクトル検出手段により検出された前記動きベクトルから、前記撮像手段の光軸回りの回転による第3の動きベクトルを除去する除去手段と、
前記除去手段により前記第3の動きベクトルが除去された前記動きベクトルを基に、前記移動情報検出手段により検出された前記移動情報と、実際の前記撮像手段の移動との関係を推定する移動関係推定手段と、
前記撮像手段の光軸回りの回転を推定する回転推定手段と、
前記撮像手段の移動を推定する移動推定手段と
を備える
請求項1に記載の画像処理装置。 A movement information detecting means for detecting movement of the imaging means to obtain movement information of the imaging means;
The separating means includes
A far region estimation means for estimating a region in which a sufficiently far subject in the frame in the moving image is imaged;
Removing means for removing, from the motion vector detected by the motion vector detecting means, a third motion vector due to rotation around the optical axis of the imaging means;
A movement relationship for estimating a relationship between the movement information detected by the movement information detection unit and the actual movement of the imaging unit based on the motion vector from which the third motion vector has been removed by the removal unit. An estimation means;
Rotation estimation means for estimating rotation of the imaging means around the optical axis;
The image processing apparatus according to claim 1, further comprising: a movement estimation unit that estimates a movement of the imaging unit.
前記移動情報検出手段は、前記回転動き補正手段により変換された前記過去のフレームと、前記フレームとの動きベクトルを検出し、検出された動きベクトルを反転することにより、前記移動情報を得る
請求項2に記載の画像処理装置。 The frame further comprises rotational motion correction means for correcting the rotational movement of the imaging means using affine transformation and converting it to a past frame,
The movement information detection unit detects the motion vector between the past frame converted by the rotational motion correction unit and the frame, and obtains the movement information by inverting the detected motion vector. 2. The image processing apparatus according to 2.
請求項2に記載の画像処理装置。 The removing means calculates a point-symmetrical position with the center point of the frame as a rotation center point for each pixel of the frame, and adds the motion vectors at the point-symmetrical positions to add a motion around the optical axis. The image processing apparatus according to claim 2, wherein a rotation component is removed.
請求項2に記載の画像処理装置。 The far region estimation means calculates at least one of a norm, an angle, or a rate of change with a nearby sample point of the motion vector, and statistically processes the calculated value to subject a sufficiently far subject The image processing device according to claim 2, wherein the imaged area is estimated.
請求項5に記載の画像処理装置。 The image processing apparatus according to claim 5, wherein the far region estimation unit estimates a region in which a sufficiently far subject is imaged by obtaining a position where a norm value of the motion vector is minimum.
請求項6に記載の画像処理装置。 The far region estimation means has a difference between a minimum value of the norm of the motion vector and a norm of the motion vector at each position equal to or less than a change rate at a point where the minimum value of the norm of the motion vector is taken. The image processing apparatus according to claim 6, wherein the area is estimated as an area where a sufficiently distant subject is imaged.
請求項5に記載の画像処理装置。 6. The distant area estimation means estimates an area where a sufficiently distant subject is imaged by using a value obtained by normalizing the norm value of the motion vector in all pixels in the frame as a weight. An image processing apparatus according to 1.
請求項2に記載の画像処理装置。 The movement relationship estimation unit estimates a speed ratio and a pan / tilt component of a rotational movement of the imaging unit in a region where a sufficiently far subject in the frame estimated by the far region estimation unit is imaged. Item 3. The image processing apparatus according to Item 2.
請求項9に記載の画像処理装置。 The rotation estimation means removes the movement of the imaging means estimated by the movement relationship estimation means and the pan / tilt component of the rotational movement of the imaging means from the motion vector detected by the motion vector detection means. The image processing apparatus according to claim 9, wherein rotation of the imaging unit around the optical axis is estimated.
前記動画像中を取得し、
前記動画像内の任意の間隔毎の動きベクトルを検出し、
統計的な演算により、前記動きベクトルを、前記撮像手段の移動による第1の動きベクトルと、前記撮像手段の回転による第2の動きベクトルとに分離する
ステップを含む画像処理方法。 In an image processing method of an image processing apparatus for detecting a motion of an imaging unit that has captured the moving image based on a plurality of frames in the moving image,
Acquiring in the moving image,
Detecting a motion vector at an arbitrary interval in the moving image;
An image processing method including a step of separating the motion vector into a first motion vector due to movement of the imaging unit and a second motion vector due to rotation of the imaging unit by statistical calculation.
前記動画像中を取得し、
前記動画像内の任意の間隔毎の動きベクトルを検出し、
統計的な演算により、前記動きベクトルを、前記撮像手段の移動による第1の動きベクトルと、前記撮像手段の回転による第2の動きベクトルとに分離する
ステップ含む処理をコンピュータに実行させるプログラム。 A program for causing a computer to execute processing for detecting camera movement from a plurality of frames in a moving image captured by an imaging unit,
Acquiring in the moving image,
Detecting a motion vector at an arbitrary interval in the moving image;
A program that causes a computer to execute processing including a step of separating the motion vector into a first motion vector due to movement of the imaging unit and a second motion vector due to rotation of the imaging unit by statistical calculation.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2005294330A JP4661514B2 (en) | 2005-10-07 | 2005-10-07 | Image processing apparatus, image processing method, program, and recording medium |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2005294330A JP4661514B2 (en) | 2005-10-07 | 2005-10-07 | Image processing apparatus, image processing method, program, and recording medium |
Publications (3)
Publication Number | Publication Date |
---|---|
JP2007104516A JP2007104516A (en) | 2007-04-19 |
JP2007104516A5 true JP2007104516A5 (en) | 2008-11-20 |
JP4661514B2 JP4661514B2 (en) | 2011-03-30 |
Family
ID=38030979
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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JP2005294330A Expired - Fee Related JP4661514B2 (en) | 2005-10-07 | 2005-10-07 | Image processing apparatus, image processing method, program, and recording medium |
Country Status (1)
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JP (1) | JP4661514B2 (en) |
Families Citing this family (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101882456B (en) | 2005-08-09 | 2012-11-28 | 松下电器产业株式会社 | Recording medium, playback apparatus, method and program |
JP5251410B2 (en) * | 2008-10-03 | 2013-07-31 | 株式会社ニコン | Camera work calculation program, imaging apparatus, and camera work calculation method |
JP5364927B2 (en) * | 2009-04-24 | 2013-12-11 | 京セラ株式会社 | Motion compensation apparatus and method |
JP5940392B2 (en) * | 2012-06-28 | 2016-06-29 | オリンパス株式会社 | Blur correction apparatus and method |
JP2017034587A (en) * | 2015-08-05 | 2017-02-09 | ソニー株式会社 | Signal processing device and signal processing method |
JP6455474B2 (en) * | 2016-03-25 | 2019-01-23 | カシオ計算機株式会社 | Image processing apparatus, image processing method, and program |
JP7143703B2 (en) * | 2018-09-25 | 2022-09-29 | トヨタ自動車株式会社 | Image processing device |
Family Cites Families (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2677312B2 (en) * | 1991-03-11 | 1997-11-17 | 工業技術院長 | Camera work detection method |
JP3405788B2 (en) * | 1993-03-04 | 2003-05-12 | 株式会社東芝 | Video encoding device and video decoding device |
JP3513950B2 (en) * | 1993-12-14 | 2004-03-31 | 株式会社ニコン | Image stabilization camera |
JP3502525B2 (en) * | 1997-02-20 | 2004-03-02 | 日本電信電話株式会社 | Camera parameter estimation method |
JPH1144700A (en) * | 1997-07-25 | 1999-02-16 | Sanyo Electric Co Ltd | Speed-measuring apparatus, automatic tracking system using the apparatus and display system for estimated arrival position |
JPH11195125A (en) * | 1997-12-26 | 1999-07-21 | Canon Inc | Picture processor and method therefor and computer readable storage medium |
JP2000010141A (en) * | 1998-06-26 | 2000-01-14 | Ricoh Co Ltd | Digital camera with camera shake correction mechanism |
JP2000224462A (en) * | 1999-02-02 | 2000-08-11 | Minolta Co Ltd | Camera system |
JP4201958B2 (en) * | 2000-04-26 | 2008-12-24 | 日本放送協会 | Moving image object extraction device |
JP4031646B2 (en) * | 2002-01-15 | 2008-01-09 | 株式会社リコー | Imaging device |
CN1332556C (en) * | 2002-12-26 | 2007-08-15 | 三菱电机株式会社 | Image processor |
JP2005027046A (en) * | 2003-07-02 | 2005-01-27 | Sony Corp | Image processor and image processing method |
JP4566591B2 (en) * | 2004-03-19 | 2010-10-20 | キヤノン株式会社 | Image deformation estimation method and image deformation estimation apparatus |
-
2005
- 2005-10-07 JP JP2005294330A patent/JP4661514B2/en not_active Expired - Fee Related
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