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    • 3. 发明授权
    • Image processing device and method
    • 图像处理装置及方法
    • US09153015B2
    • 2015-10-06
    • US14002144
    • 2012-01-31
    • Yoshitaka ToyodaDaisuke SuzukiKoichi YamashitaTakashi ItoNarihiro Matoba
    • Yoshitaka ToyodaDaisuke SuzukiKoichi YamashitaTakashi ItoNarihiro Matoba
    • G06T5/20H04N5/21G06T5/00
    • G06T5/20G06T5/002G06T5/008G06T2207/20182H04N5/21
    • For each pixel in an image (Din), a contrast correlation value (CT) is detected for peripheral areas centered around the pixel to be corrected (1), a contrast enhancement coefficient (Ken) is determined in accordance with the contrast correlation value (CT) (2), and in accordance with the enhancement coefficient (Ken), local contrast is enhanced for each pixel and an intermediate image (D3) is generated (3). When performing noise reduction (5) by smoothing the intermediate image (D3) in the time direction, the degree of noise reduction is controlled in accordance with a noise reduction coefficient (Knr) that is large where the enhancement coefficient (Ken) is large. With respect to a low-contrast image such as one captured under fog, haze or other poor weather conditions, the contrast in areas having reduced contrast is appropriately improved, and the noise that is enhanced in conjunction with contrast improvement is reduced, enabling a high quality image to be obtained.
    • 对于图像(Din)中的每个像素,以围绕待校正像素(1)为中心的周边区域检测对比度相关值(CT),根据对比度相关值( CT)(2),并且根据增强系数(Ken),对于每个像素增强局部对比度,并且生成中间图像(D3)(3)。 当通过在时间方向上平滑中间图像(D3)来执行降噪(5)时,根据增强系数(Ken)大的噪声降低系数(Knr)来控制噪声降低的程度。 对于诸如在雾,雾或其他差的天气条件下捕获的低对比度图像,适当地改善了对比度降低的区域中的对比度,并且降低了与对比度改善相结合的噪声,使得能够高 要获得质量图像。
    • 4. 发明申请
    • IMAGE PROCESSING DEVICE AND METHOD
    • 图像处理装置和方法
    • US20130336596A1
    • 2013-12-19
    • US14002144
    • 2012-01-31
    • Yoshitaka ToyodaDaisuke SuzukiKoichi YamashitaTakashi ItoNarihiro Matoba
    • Yoshitaka ToyodaDaisuke SuzukiKoichi YamashitaTakashi ItoNarihiro Matoba
    • G06T5/20
    • G06T5/20G06T5/002G06T5/008G06T2207/20182H04N5/21
    • For each pixel in an image (Din), a contrast correlation value (CT) is detected for peripheral areas centered around the pixel to be corrected (1), a contrast enhancement coefficient (Ken) is determined in accordance with the contrast correlation value (CT) (2), and in accordance with the enhancement coefficient (Ken), local contrast is enhanced for each pixel and an intermediate image (D3) is generated (3). When performing noise reduction (5) by smoothing the intermediate image (D3) in the time direction, the degree of noise reduction is controlled in accordance with a noise reduction coefficient (Knr) that is large where the enhancement coefficient (Ken) is large. With respect to a low-contrast image such as one captured under fog, haze or other poor weather conditions, the contrast in areas having reduced contrast is appropriately improved, and the noise that is enhanced in conjunction with contrast improvement is reduced, enabling a high quality image to be obtained.
    • 对于图像(Din)中的每个像素,以围绕待校正像素(1)为中心的周边区域检测对比度相关值(CT),根据对比度相关值( CT)(2),并且根据增强系数(Ken),对于每个像素增强局部对比度,并且生成中间图像(D3)(3)。 当通过在时间方向上平滑中间图像(D3)来执行降噪(5)时,根据增强系数(Ken)大的噪声降低系数(Knr)来控制噪声降低的程度。 对于诸如在雾,雾或其他差的天气条件下捕获的低对比度图像,适当地改善了对比度降低的区域中的对比度,并且降低了与对比度改善相结合的噪声,使得能够高 要获得质量图像。
    • 7. 发明授权
    • Image processing apparatus and method and image display apparatus
    • 图像处理装置及方法及图像显示装置
    • US08249379B2
    • 2012-08-21
    • US12810448
    • 2009-11-25
    • Shotaro MoriyaNoritaka OkudaSatoshi YamanakaKoji MinamiYoshitaka ToyodaHiroaki Sugiura
    • Shotaro MoriyaNoritaka OkudaSatoshi YamanakaKoji MinamiYoshitaka ToyodaHiroaki Sugiura
    • G06K9/44
    • H04N5/208G06T5/003G06T5/20G06T2207/20192H04N9/68
    • A first intermediate image generating means (1) generates an intermediate image (D1) by extracting a component of an input image DIN in a particular frequency band; a second intermediate image generating means (2) generates an intermediate image D2 having a frequency component higher than the intermediate image (D1); a first intermediate image processing means (3M) generates an intermediate image (D3M) by amplifying the pixel values in the intermediate image (D1); a second intermediate image processing means (3H) generates an intermediate image (D3H) by amplifying the pixel values in the intermediate image (D2); and an adding means (4) adds the input image (DIN) and the intermediate image (D3M) and the intermediate image (D3H) together to obtain an output image (DOUT). A first amplification factor (D3MA) and a second amplification factor (D3HA) are determined according to pixel values in the input image (DIN). Even if the input image includes a fold-over component on the high-frequency side or does not include an adequate high-frequency component, an enhanced image can be provided without causing overshoot.
    • 第一中间图像生成装置(1)通过提取特定频带中的输入图像DIN的分量来生成中间图像(D1) 第二中间图像产生装置(2)产生具有高于中间图像(D1)的频率分量的中间图像D2; 第一中间图像处理装置(3M)通过放大中间图像(D1)中的像素值来生成中间图像(D3M); 第二中间图像处理装置(3H)通过放大中间图像(D2)中的像素值来产生中间图像(D3H); 并且加法装置(4)将输入图像(DIN)和中间图像(D3M)和中间图像(D3H)相加在一起以获得输出图像(DOUT)。 根据输入图像(DIN)中的像素值确定第一放大因子(D3MA)和第二放大因子(D3HA)。 即使输入图像包括在高频侧的折叠分量或不包括适当的高频分量,也可以提供增强的图像而不引起过冲。
    • 8. 发明申请
    • IMAGE PROCESSING APPARATUS AND METHOD AND IMAGE DISPLAY APPARATUS
    • 图像处理装置和方法以及图像显示装置
    • US20100310166A1
    • 2010-12-09
    • US12810448
    • 2009-11-25
    • Shotaro MoriyaNoritaka OkudaSatoshi YamanakaKoji MinamiYoshitaka ToyodaHiroaki Sugiura
    • Shotaro MoriyaNoritaka OkudaSatoshi YamanakaKoji MinamiYoshitaka ToyodaHiroaki Sugiura
    • G06K9/40G06K9/00
    • H04N5/208G06T5/003G06T5/20G06T2207/20192H04N9/68
    • A first intermediate image generating means (1) generates an intermediate image (D1) by extracting a component of an input image DIN in a particular frequency band; a second intermediate image generating means (2) generates an intermediate image D2 having a frequency component higher than the intermediate image (D1); a first intermediate image processing means (3M) generates an intermediate image (D3M) by amplifying the pixel values in the intermediate image (D1); a second intermediate image processing means (3H) generates an intermediate image (D3H) by amplifying the pixel values in the intermediate image (D2); and an adding means (4) adds the input image (DIN) and the intermediate image (D3M) and the intermediate image (D3H) together to obtain an output image (DOUT). A first amplification factor (D3MA) and a second amplification factor (D3HA) are determined according to pixel values in the input image (DIN). Even if the input image includes a fold-over component on the high-frequency side or does not include an adequate high-frequency component, an enhanced image can be provided without causing overshoot.
    • 第一中间图像生成装置(1)通过提取特定频带中的输入图像DIN的分量来生成中间图像(D1) 第二中间图像产生装置(2)产生具有高于中间图像(D1)的频率分量的中间图像D2; 第一中间图像处理装置(3M)通过放大中间图像(D1)中的像素值来生成中间图像(D3M); 第二中间图像处理装置(3H)通过放大中间图像(D2)中的像素值来产生中间图像(D3H); 并且加法装置(4)将输入图像(DIN)和中间图像(D3M)和中间图像(D3H)相加在一起以获得输出图像(DOUT)。 根据输入图像(DIN)中的像素值确定第一放大因子(D3MA)和第二放大因子(D3HA)。 即使输入图像包括在高频侧的折叠分量或不包括适当的高频分量,也可以提供增强的图像而不引起过冲。