JP2013126169A5 - - Google Patents
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前記撮像信号に含まれる一連の画像の各々が注目画像として入力されたときに当該注目画像を構成する複数の画素の各々を注目画素として選択し、当該注目画像から抽出された複数の面内画素パターンの各々と当該注目画素との間の相関を表す面内相関評価値を算出するとともに、前記面内相関評価値に基づいて前記複数の面内画素パターンの中から当該注目画素と最も相関が高い面内画素加算パターンを検出する主面内パターン検出部と、
前記注目画像内において前記面内画素加算パターンの周辺に位置する複数の補助面内画素パターンを抽出し、当該抽出された複数の補助面内画素パターンの各々と当該注目画素との間の相関を表す補助面内相関評価値を算出するとともに、前記補助面内相関評価値に基づいて前記複数の補助面内画素パターンの中から当該注目画素と最も相関が高い補助面内画素加算パターンを検出する補助面内パターン検出部と、
前記一連の画像のうち当該注目画像に対して時間的に隣接する参照画像から抽出された複数の参照画素パターンの各々と当該注目画素との間の相関を表す面間相関評価値を算出するとともに、前記面間相関評価値に基づいて前記複数の参照画素パターンの中から当該注目画素と最も相関が高い主参照画素加算パターンを検出する主参照パターン検出部と、
前記注目画素が選択される毎に、前記面内画素加算パターンの画素と前記主参照画素加算パターンの画素と前記補助面内画素加算パターンの画素とを加算して補正画素を生成する画素加算部と
を備えることを特徴とする画像処理装置。 An image processing apparatus that processes an imaging signal output from an imaging element,
When each of a series of images included in the imaging signal is input as a target image, a plurality of pixels constituting the target image are selected as target pixels, and a plurality of in-plane pixels extracted from the target image An in-plane correlation evaluation value representing a correlation between each of the patterns and the target pixel is calculated, and the correlation between the target pixel and the target pixel is the highest among the plurality of in-plane pixel patterns based on the in-plane correlation evaluation value. A main in-plane pattern detection unit for detecting a high in-plane pixel addition pattern;
A plurality of auxiliary in-plane pixel patterns located around the in-plane pixel addition pattern in the attention image are extracted, and a correlation between each of the extracted plurality of auxiliary in-plane pixel patterns and the attention pixel is calculated. An auxiliary in-plane correlation evaluation value to be expressed is calculated, and an auxiliary in-plane pixel addition pattern having the highest correlation with the target pixel is detected from the plurality of auxiliary in-plane pixel patterns based on the auxiliary in-plane correlation evaluation value. An auxiliary in-plane pattern detector,
Calculating an inter-surface correlation evaluation value representing a correlation between each of a plurality of reference pixel patterns extracted from a reference image temporally adjacent to the target image in the series of images and the target pixel; A main reference pattern detection unit that detects a main reference pixel addition pattern having the highest correlation with the target pixel from the plurality of reference pixel patterns based on the inter-surface correlation evaluation value;
A pixel addition unit that generates a correction pixel by adding the pixel of the in-plane pixel addition pattern, the pixel of the main reference pixel addition pattern, and the pixel of the auxiliary in-plane pixel addition pattern each time the target pixel is selected An image processing apparatus comprising:
前記複数の面内画素パターンの各々は、当該注目画素と当該注目画素を中心とする周辺画素とからなり、
前記主面内パターン検出部は、
前記注目画像から前記複数の面内画素パターンの画素を選択する画素選択部と、
前記複数の面内画素パターンの各々を構成する複数画素の画素値のうちの最大画素値と最小画素値との間の差分を前記面内相関評価値として算出し、前記複数の面内画素パターンの中から前記面内相関評価値の大きさが最小となる画素パターンを前記面内画素加算パターンとして選択する演算部と
を含むことを特徴とする画像処理装置。 The image processing apparatus according to claim 1,
Each of the plurality of in-plane pixel patterns includes the target pixel and peripheral pixels centered on the target pixel,
The main surface pattern detection unit
A pixel selector that selects pixels of the plurality of in-plane pixel patterns from the image of interest;
The difference between the maximum pixel value and the minimum pixel value among the pixel values of a plurality of pixels constituting each of the plurality of in-plane pixel patterns is calculated as the in-plane correlation evaluation value, and the plurality of in-plane pixel patterns And an arithmetic unit that selects a pixel pattern having the smallest in-plane correlation evaluation value as the in-plane pixel addition pattern.
前記主参照パターン検出部は、
前記参照画像から前記複数の参照画素パターンの画素を選択する画素選択部と、
前記複数の参照画素パターンの各々を構成する画素と当該注目画素との画素値のうちの最大画素値と最小画素値との間の差分を前記面間相関評価値として算出し、前記複数の参照画素パターンの中から前記面間相関評価値の大きさが最小となる画素パターンを前記主参照画素加算パターンとして選択する演算部と
を含むことを特徴とする画像処理装置。 The image processing apparatus according to claim 2,
The main reference pattern detection unit
A pixel selection unit that selects pixels of the plurality of reference pixel patterns from the reference image;
The difference between the maximum pixel value and the minimum pixel value of the pixel values of the pixel constituting each of the plurality of reference pixel patterns and the target pixel is calculated as the inter-surface correlation evaluation value, and the plurality of references An image processing apparatus comprising: a calculation unit that selects, as the main reference pixel addition pattern, a pixel pattern having a minimum size of the inter-surface correlation evaluation value from among the pixel patterns.
前記参照画像は、
当該注目画像に対して時間的に前方に位置する前方参照画像と、
当該注目画像に対して時間的に後方に位置する後方参照画像とを含み、
前記複数の参照画素パターンは、
前記前方参照画像から抽出された複数の前方参照画素パターンと、
前記後方参照画像から抽出された複数の後方参照画素パターンとを含み、
前記面間相関評価値は、
前記複数の前方参照画素パターンの各々と当該注目画素との間の相関を表す第1の面間相関評価値と、
前記複数の後方参照画素パターンの各々と当該注目画素との間の相関を表す第2の面間相関評価値とを含み、
前記主参照パターン検出部は、前記第1の面間相関評価値に基づいて前記複数の前方参照画素パターンの中から当該注目画素と最も相関が高い第1の参照画素加算パターンを前記参照画素パターンの一部として選択するとともに、前記第2の面間相関評価値に基づいて前記複数の後方参照画素パターンの中から当該注目画素と最も相関が高い第2の参照画素加算パターンを前記参照画素パターンの他の一部として選択する
ことを特徴とする画像処理装置。 The image processing apparatus according to claim 3,
The reference image is
A forward reference image that is temporally ahead of the image of interest;
A backward reference image that is located behind the target image in terms of time,
The plurality of reference pixel patterns are:
A plurality of forward reference pixel patterns extracted from the forward reference image;
A plurality of back reference pixel patterns extracted from the back reference image,
The inter-surface correlation evaluation value is
A first inter-surface correlation evaluation value representing a correlation between each of the plurality of forward reference pixel patterns and the target pixel;
A second inter-surface correlation evaluation value representing a correlation between each of the plurality of back reference pixel patterns and the target pixel;
The main reference pattern detection unit calculates a first reference pixel addition pattern having the highest correlation with the target pixel from the plurality of forward reference pixel patterns based on the first inter-surface correlation evaluation value. And selecting a second reference pixel addition pattern having the highest correlation with the target pixel from among the plurality of back reference pixel patterns based on the second inter-surface correlation evaluation value. An image processing apparatus that is selected as another part of the image processing apparatus.
前記補助面内パターン検出部は、
前記注目画像から前記複数の補助面内画素パターンの画素を選択する画素選択部と、
前記複数の補助面内画素パターンの各々を構成する画素の画素値と当該注目画素とのうちの最大画素値と最小画素値との間の差分を前記補助面内相関評価値として算出し、前記複数の補助面内画素パターンの中から前記補助面内相関評価値の大きさが最小となる画素パターンを前記補助面内画素加算パターンとして選択する演算部と
を含むことを特徴とする画像処理装置。 The image processing apparatus according to any one of claims 1 to 4,
The auxiliary in-plane pattern detector is
A pixel selection unit for selecting pixels of the plurality of auxiliary in-plane pixel patterns from the target image;
Calculating the difference between the maximum pixel value and the minimum pixel value of the pixel values of the pixels constituting each of the plurality of auxiliary in-plane pixel patterns and the target pixel as the auxiliary in-plane correlation evaluation value, An image processing apparatus comprising: an arithmetic unit that selects, from among a plurality of auxiliary in-plane pixel patterns, a pixel pattern having the smallest auxiliary in-plane correlation evaluation value as the auxiliary in-plane pixel addition pattern. .
前記補助面内画素加算パターンと当該注目画素との間の相関に応じて、前記補助面内画素加算パターンが前記画素加算部で加算されるべき画素パターンであるか否かを判別する相関判別部をさらに備え、
前記画素加算部は、前記相関判別部により前記補助面内画素加算パターンが加算されるべき画素パターンであると判別されたときは、前記面内画素加算パターンの画素と前記主参照画素加算パターンの画素とに前記補助面内画素加算パターンの画素とを加算し、前記相関判別部により前記補助面内画素加算パターンが加算されるべき画素パターンではないと判別されたときは、前記面内画素加算パターンの画素と前記主参照画素加算パターンの画素とに前記補助面内画素加算パターンの画素を加算しない、
ことを特徴とする画像処理装置。 The image processing apparatus according to any one of claims 1 to 5,
Correlation determining unit that determines whether or not the auxiliary in-plane pixel addition pattern is a pixel pattern to be added by the pixel addition unit according to the correlation between the auxiliary in-plane pixel addition pattern and the target pixel. Further comprising
When the correlation determination unit determines that the auxiliary in-plane pixel addition pattern is a pixel pattern to be added, the pixel addition unit determines whether the pixel in the in-plane pixel addition pattern and the main reference pixel addition pattern When the pixel of the auxiliary in-plane pixel addition pattern is added to the pixel, and the correlation determination unit determines that the auxiliary in-plane pixel addition pattern is not a pixel pattern to be added, the in-plane pixel addition Do not add the pixel in the auxiliary in-plane pixel addition pattern to the pixel in the pattern and the pixel in the main reference pixel addition pattern,
An image processing apparatus.
前記参照画像内において前記主参照画素加算パターンの周辺に位置する複数の補助参照画素パターンを抽出し、当該抽出された複数の補助参照画素パターンの各々と当該注目画素との間の相関を表す補助面間相関評価値を算出するとともに、前記補助面間相関評価値に基づいて前記複数の補助参照画素パターンの中から当該注目画素と最も相関が高い補助参照画素加算パターンを検出する補助参照パターン検出部と、
前記補助参照画素加算パターンと当該注目画素との間の相関に応じて、前記補助参照画素加算パターンが前記画素加算部で前記面内画素加算パターンと前記主参照画素加算パターンとに加算されるべき画素パターンであるか否かを判別する相関判別部と
をさらに備え、
前記画素加算部は、前記相関判別部により前記補助参照画素加算パターンが加算されるべき画素パターンであると判別されたとき、前記面内画素加算パターンの画素と前記主参照画素加算パターンの画素とに前記補助参照画素加算パターンの画素を加算して前記補正画素を生成する
ことを特徴とする画像処理装置。 The image processing apparatus according to any one of claims 1 to 5,
A plurality of auxiliary reference pixel patterns located around the main reference pixel addition pattern in the reference image are extracted, and an auxiliary representing a correlation between each of the extracted plurality of auxiliary reference pixel patterns and the target pixel Auxiliary reference pattern detection for calculating an inter-surface correlation evaluation value and detecting an auxiliary reference pixel addition pattern having the highest correlation with the target pixel from the plurality of auxiliary reference pixel patterns based on the auxiliary inter-surface correlation evaluation value And
The auxiliary reference pixel addition pattern should be added to the in-plane pixel addition pattern and the main reference pixel addition pattern by the pixel addition unit according to the correlation between the auxiliary reference pixel addition pattern and the target pixel. A correlation determination unit for determining whether or not the pixel pattern,
The pixel addition unit, when the correlation determination unit determines that the auxiliary reference pixel addition pattern is a pixel pattern to be added, a pixel of the in-plane pixel addition pattern and a pixel of the main reference pixel addition pattern The correction processing pixel is generated by adding pixels of the auxiliary reference pixel addition pattern to the image processing apparatus.
前記一連の画像のうち当該参照画像に対して時間的に隣接する副参照画像から抽出された複数の第1補助参照画素パターンの各々と当該注目画素との間の相関を表す第1補助面間相関評価値を算出するとともに、前記第1補助面間相関評価値に基づいて前記複数の第1補助参照画素パターンの中から当該注目画素と最も相関が高い第1補助参照画素加算パターンを検出する第1の副補助参照パターン検出部をさらに備え、
前記相関判別部は、前記第1補助参照画素加算パターンと当該注目画素との間の相関に応じて、前記第1補助参照画素加算パターンが前記画素加算部で前記面内画素加算パターンと前記主参照画素加算パターンとに加算されるべき画素パターンであるか否かを判別し、
前記画素加算部は、前記相関判別部により前記第1補助参照画素加算パターンが加算されるべき画素パターンであると判別されたとき、前記面内画素加算パターンの画素と前記主参照画素加算パターンの画素とに前記第1補助参照画素加算パターンの画素を加算して前記補正画素を生成する
ことを特徴とする画像処理装置。 The image processing apparatus according to claim 7,
Between the first auxiliary planes representing the correlation between each of the plurality of first auxiliary reference pixel patterns extracted from the sub-reference images temporally adjacent to the reference image in the series of images and the target pixel. A correlation evaluation value is calculated, and a first auxiliary reference pixel addition pattern having the highest correlation with the target pixel is detected from the plurality of first auxiliary reference pixel patterns based on the correlation evaluation value between the first auxiliary planes. A first auxiliary auxiliary reference pattern detection unit;
The correlation determination unit is configured to convert the first auxiliary reference pixel addition pattern from the in-plane pixel addition pattern and the main pixel according to the correlation between the first auxiliary reference pixel addition pattern and the target pixel. Determine whether the pixel pattern is to be added to the reference pixel addition pattern,
When the correlation determination unit determines that the first auxiliary reference pixel addition pattern is a pixel pattern to be added, the pixel addition unit determines whether the pixel in the in-plane pixel addition pattern and the main reference pixel addition pattern An image processing apparatus, wherein the correction pixel is generated by adding a pixel of the first auxiliary reference pixel addition pattern to a pixel.
前記参照画像は、当該注目画像に対して1フレーム画像分だけ時間的に前方または後方のいずれか一方の側にずれて位置し、
前記副参照画像は、当該注目画像に対して2フレーム画像分だけ前記一方の側にずれて位置する
ことを特徴とする画像処理装置。 The image processing apparatus according to claim 8 ,
The reference image is positioned to be shifted forward or backward in time by one frame image with respect to the target image,
2. The image processing apparatus according to claim 1, wherein the sub-reference image is shifted to the one side by an amount corresponding to two frame images with respect to the target image.
前記副参照画像内において前記第1補助参照画素加算パターンの周辺に位置する複数の第2補助参照画素パターンを抽出し、当該抽出された複数の第2補助参照画素パターンの各々と当該注目画素との間の相関を表す第2補助面間相関評価値を算出するとともに、前記第2補助面間相関評価値に基づいて前記複数の第2補助参照画素パターンの中から当該注目画素と最も相関が高い第2補助参照画素加算パターンを検出する第2の副補助参照パターン検出部をさらに備え、
前記相関判別部は、前記第2補助参照画素加算パターンと当該注目画素との間の相関に応じて、前記第2補助参照画素加算パターンが前記画素加算部で前記面内画素加算パターンと前記主参照画素加算パターンとに加算されるべき画素パターンであるか否かを判別し、
前記画素加算部は、前記相関判別部により前記第2補助参照画素加算パターンが加算されるべき画素パターンであると判別されたとき、前記面内画素加算パターンの画素と前記主参照画素加算パターンの画素とに前記第2補助参照画素加算パターンの画素を加算して前記補正画素を生成する
ことを特徴とする画像処理装置。 The image processing apparatus according to claim 8, wherein:
A plurality of second auxiliary reference pixel patterns located around the first auxiliary reference pixel addition pattern in the sub-reference image are extracted, and each of the extracted second auxiliary reference pixel patterns and the target pixel are extracted. A correlation evaluation value between the second auxiliary planes representing a correlation between the second auxiliary planes, and the correlation between the target pixel and the second auxiliary reference pixel pattern is the highest among the plurality of second auxiliary reference pixel patterns based on the correlation evaluation value between the second auxiliary planes. A second auxiliary auxiliary reference pattern detection unit for detecting a high second auxiliary reference pixel addition pattern;
The correlation discriminating unit determines whether the second auxiliary reference pixel addition pattern is the pixel addition unit and the in-plane pixel addition pattern and the main pixel according to the correlation between the second auxiliary reference pixel addition pattern and the target pixel. Determine whether the pixel pattern is to be added to the reference pixel addition pattern,
When the correlation determination unit determines that the second auxiliary reference pixel addition pattern is a pixel pattern to be added, the pixel addition unit determines whether the pixel in the in-plane pixel addition pattern and the main reference pixel addition pattern An image processing apparatus, wherein the correction pixel is generated by adding a pixel of the second auxiliary reference pixel addition pattern to a pixel.
前記撮像素子は、互いに異なるN個の波長域の色の光をそれぞれ透過させるN種類の色フィルタ(Nは2以上の正整数)を周期的に且つ面状に配列してなる色フィルタアレイと、前記色フィルタアレイを透過した光学像を検出する撮像面とを有し、
前記一連の画像を構成する各画素は、前記N個の波長域の色のうちのいずれか1色を有し、
前記画素加算部は、同色の当該画素を加算して前記補正画素を生成する
ことを特徴とする画像処理装置。 An image processing apparatus according to any one of claims 1 to 10,
The image pickup device includes a color filter array in which N types of color filters (N is a positive integer of 2 or more) that respectively transmit light of colors in N different wavelength ranges are periodically and planarly arranged. An imaging surface for detecting an optical image transmitted through the color filter array,
Each pixel constituting the series of images has any one of the colors in the N wavelength ranges,
The pixel addition unit generates the correction pixel by adding the pixels of the same color.
前記複数の参照画素パターンは、
前記面内画素加算パターンと同じ画素配置を有する画素パターンと、
当該同じ画素配置を有する画素パターンを前記参照画像内でシフトすることで得られる画素パターンと
を含むことを特徴とする画像処理装置。 The image processing device according to any one of claims 1 to 12,
The plurality of reference pixel patterns are:
A pixel pattern having the same pixel arrangement as the in-plane pixel addition pattern;
An image processing apparatus comprising: a pixel pattern obtained by shifting a pixel pattern having the same pixel arrangement in the reference image.
前記撮像信号に含まれるノイズ成分を減衰させてノイズ低減信号を生成し、前記ノイズ低減信号を前記主面内パターン検出部と前記補助面内パターン検出部と前記主参照パターン検出部とに供給するノイズ低減回路をさらに備え、
前記ノイズ低減回路は、
前記撮像信号を遅延させて前記各画像における局所画素領域内の複数画素の信号を並列に出力する遅延回路と、
前記遅延回路により並列に出力された当該局所画素領域内の複数画素の信号に重み係数を個別に乗算して複数の重み付き画素を生成する乗算部と、
前記複数の重み付き画素の総和を演算する総和演算部と、
前記重み係数を被写体照度情報に応じた値に設定する係数可変設定部と
を含むことを特徴とする画像処理装置。 An image processing apparatus according to any one of claims 1 to 13,
A noise component included in the imaging signal is attenuated to generate a noise reduction signal, and the noise reduction signal is supplied to the main surface pattern detection unit, the auxiliary surface pattern detection unit, and the main reference pattern detection unit. A noise reduction circuit,
The noise reduction circuit is:
A delay circuit that delays the imaging signal and outputs a signal of a plurality of pixels in a local pixel region in each image in parallel;
A multiplying unit that individually multiplies signals of a plurality of pixels in the local pixel region output in parallel by the delay circuit and generates a plurality of weighted pixels;
A sum calculating unit for calculating a sum of the plurality of weighted pixels;
An image processing apparatus comprising: a coefficient variable setting unit that sets the weighting coefficient to a value according to subject illuminance information.
前記画素加算部は、当該画素加算部による加算結果に増感倍率を乗算して前記補正画素を生成し、
前記増感倍率の値は、可変に設定される
ことを特徴とする画像処理装置。 The image processing apparatus according to any one of claims 1 to 15,
The pixel addition unit generates the correction pixel by multiplying the addition result by the pixel addition unit by a sensitization magnification,
The image processing apparatus according to claim 1, wherein the value of the sensitization magnification is variably set.
前記撮像素子と
を備えることを特徴とする撮像装置。 An imaging apparatus comprising: the image processing apparatus according to claim 1; and the imaging element.
前記撮像素子と、
前記画素加算部の出力に応じて前記増感倍率の値を設定する制御部と
を備えることを特徴とする撮像装置。 The image processing device according to claim 16, the imaging device,
An imaging apparatus comprising: a control unit that sets a value of the sensitization magnification according to an output of the pixel addition unit.
前記撮像素子の前面に配置された開口絞りと、
前記撮像信号を増幅する信号増幅器と
をさらに備え、
前記制御部は、前記画素加算部の出力に応じて、前記開口絞りの開口量と前記信号増幅器の増幅利得と前記撮像素子の露光時間とのうちの少なくとも1つを設定する
ことを特徴とする撮像装置。 The imaging apparatus according to claim 18, wherein
An aperture stop disposed in front of the image sensor;
A signal amplifier for amplifying the imaging signal;
The control unit sets at least one of an aperture amount of the aperture stop, an amplification gain of the signal amplifier, and an exposure time of the image sensor according to an output of the pixel addition unit. Imaging device.
前記撮像素子と、
前記撮像素子に入射する光学像を測光することにより被写体照度を検出する測光部と、
前記被写体照度の検出値に応じて前記増感倍率の値を設定する制御部と
を備えることを特徴とする撮像装置。 The image processing device according to claim 16 , the imaging device,
A photometric unit that detects the illuminance of the subject by measuring the optical image incident on the image sensor;
An imaging apparatus comprising: a control unit that sets the value of the sensitization magnification according to the detected value of the subject illuminance.
前記制御部は、
前記撮像素子の前面に配置された開口絞りと、
前記撮像信号を増幅する信号増幅器と
をさらに備え、
前記制御部は、前記被写体照度の検出値に応じて、前記開口絞りの開口量と前記信号増幅器の増幅利得と前記撮像素子の露光時間と前記増感倍率とを個別に設定する
ことを特徴とする撮像装置。 The imaging device according to claim 21,
The controller is
An aperture stop disposed in front of the image sensor;
A signal amplifier for amplifying the imaging signal;
The control unit individually sets the aperture amount of the aperture stop, the amplification gain of the signal amplifier, the exposure time of the image sensor, and the sensitization magnification according to the detection value of the subject illuminance. An imaging device.
前記撮像信号に含まれる一連の画像の各々が注目画像として入力されたときに当該注目画像を構成する複数の画素の各々を注目画素として選択し、当該注目画像から抽出された複数の面内画素パターンの各々と当該注目画素との間の相関を表す面内相関評価値を算出するステップと、
前記面内相関評価値に基づいて前記複数の面内画素パターンの中から当該注目画素と最も相関が高い面内画素加算パターンを検出するステップと、
前記注目画像内において前記面内画素加算パターンの周辺に位置する複数の補助面内画素パターンを抽出し、当該抽出された複数の補助面内画素パターンの各々と当該注目画素との間の相関を表す補助面内相関評価値を算出するステップと、
前記補助面内相関評価値に基づいて前記複数の補助面内画素パターンの中から当該注目画素と最も相関が高い補助面内画素加算パターンを検出するステップと、
前記一連の画像のうち当該注目画像に対して時間的に隣接する参照画像から抽出された複数の参照画素パターンの各々と当該注目画素との間の相関を表す面間相関評価値を算出するステップと、
前記面間相関評価値に基づいて前記複数の参照画素パターンの中から当該注目画素と最も相関が高い主参照画素加算パターンを検出するステップと、
前記注目画素が選択される毎に、前記面内画素加算パターンの画素と前記主参照画素加算パターンの画素と前記補助面内画素加算パターンの画素とを加算して補正画素を生成するステップと
を備えることを特徴とする画像処理方法。 An image processing method for processing an imaging signal output from an imaging element,
When each of a series of images included in the imaging signal is input as a target image, a plurality of pixels constituting the target image are selected as target pixels, and a plurality of in-plane pixels extracted from the target image Calculating an in-plane correlation evaluation value representing a correlation between each of the patterns and the target pixel;
Detecting an in-plane pixel addition pattern having the highest correlation with the target pixel from the plurality of in-plane pixel patterns based on the in-plane correlation evaluation value;
A plurality of auxiliary in-plane pixel patterns located around the in-plane pixel addition pattern in the attention image are extracted, and a correlation between each of the extracted plurality of auxiliary in-plane pixel patterns and the attention pixel is calculated. Calculating an auxiliary in-plane correlation evaluation value to represent;
Detecting an auxiliary in-plane pixel addition pattern having the highest correlation with the target pixel from the plurality of auxiliary in-plane pixel patterns based on the auxiliary in-plane correlation evaluation value;
Calculating an inter-surface correlation evaluation value representing a correlation between each of a plurality of reference pixel patterns extracted from a reference image temporally adjacent to the target image in the series of images and the target pixel. When,
Detecting a main reference pixel addition pattern having the highest correlation with the target pixel from the plurality of reference pixel patterns based on the inter-surface correlation evaluation value;
A step of adding a pixel of the in-plane pixel addition pattern, a pixel of the main reference pixel addition pattern, and a pixel of the auxiliary in-plane pixel addition pattern to generate a correction pixel each time the target pixel is selected; An image processing method comprising:
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