公开(公告)号：US20100002949A1

公开(公告)日：2010-01-07

申请号：US12446760

申请日：2007-09-26

申请人： Masayuki Tanaka ,  Masatoshi Okutomi

发明人： Masayuki Tanaka ,  Masatoshi Okutomi

IPC分类号： G06K9/40

CPC分类号： H04N1/3871 ,  G06T1/0007 ,  G06T3/4069

摘要： The present invention provides a high-resolution image generation method which is capable of generating a high-resolution image from multiple low-resolution images having displacements without using an iterative computation.A high-resolution image generation method for generating a high-resolution image from multiple low-resolution images having displacements, comprises a first step of performing a registration processing of multiple low-resolution images; a second step of generating an average image having the undefined pixels and a weighted image based on the displacement information obtained by the registration processing and multiple low-resolution images; and a third step of generating the high-resolution image by estimating pixel values of the undefined pixels included in the average image.

摘要翻译： 本发明提供一种高分辨率图像生成方法，其能够从具有位移的多个低分辨率图像生成高分辨率图像，而不使用迭代计算。 一种用于从具有位移的多个低分辨率图像生成高分辨率图像的高分辨率图像生成方法，包括执行多个低分辨率图像的注册处理的第一步骤; 基于通过登记处理和多个低分辨率图像获得的位移信息，生成具有未定义像素的平均图像和加权图像的第二步骤; 以及第三步骤，通过估计包括在平均图像中的未定义像素的像素值来产生高分辨率图像。

公开(公告)号：US07599512B2

公开(公告)日：2009-10-06

申请号：US10542329

申请日：2003-10-29

申请人： Masao Shimizu ,  Masatoshi Okutomi

发明人： Masao Shimizu ,  Masatoshi Okutomi

IPC分类号： G06K9/00

CPC分类号： G06K9/46 ,  G06T2200/32

摘要： In consideration of N-dimensional similarity, a multiparameter high precision concurrent estimation method and a multiparameter high precision concurrent estimation program in image subpixel matching, which can estimate a correspondence parameter between images precisely, concurrently, and stably with a small amount of computation at high speed.The method comprises the steps of: determining a sub-sampling position where the N-dimensional similarity value between images obtained at discrete positions is maximum or minimum on a line in parallel with a certain parameter axis, and determining an N-dimensional hyperplane that most approximates the determined sub-sampling position; determining N of the N-dimensional hyperplanes with respect to each parameter axis; determining an intersection point of N of the N-dimensional hyperplanes; and setting the intersection point as a sub-sampling grid estimation position for the correspondence parameter between images that gives a maximum value or a minimum value of N-dimensional similarity in the N-dimensional similarity space.

摘要翻译： 考虑到N维相似度，图像子像素匹配中的多参数高精度并发估计方法和多参数高精度并行估计程序，其能够以高的计算精度，同时且稳定地估计图像之间的对应参数 速度。 该方法包括以下步骤：确定一个次取样位置，其中在离散位置处获得的图像之间的N维相似度值在与特定参数轴平行的行上是最大或最小的，并且确定最大的N维超平面 近似确定的子采样位置; 确定相对于每个参数轴的N维超平面的N; 确定N维超平面的N的交点; 并且将交点设置为在N维相似度空间中给出N维相似度的最大值或最小值的图像之间的对应参数的子采样网格估计位置。

公开(公告)号：US20090245692A1

公开(公告)日：2009-10-01

申请号：US12293442

申请日：2007-03-23

申请人： Masatoshi Okutomi ,  Masao Shimizu ,  Soonkeun Chang

发明人： Masatoshi Okutomi ,  Masao Shimizu ,  Soonkeun Chang

IPC分类号： G06K9/32

CPC分类号： G06T7/32

摘要： The present invention provides a region-selection-based image registration method for estimating motions between an image of interest in an image sequence and a reference image in the image sequence which can be applied to the registration of the object having every geometry and by which the high-precision image registration with robustness to illumination variation and occlusion can be conducted.An image registration method for conducting a high-precision image registration between a reference image in an image sequence capturing an object and an image of interest in said image sequence, the method characterized in that a predetermined region on the reference image is set as a region of interest, when conducting the high-precision image registration, a motion parameter is estimated based on pixels of a mask image representing a region where the registration is performed precisely by a predetermined transformation within the region of interest that is set. The mask image is generated by utilizing the similarity evaluation between images.

摘要翻译： 本发明提供了一种用于估计图像序列中感兴趣的图像与图像序列中的参考图像之间的运动的区域选择的图像配准方法，其可以应用于具有每个几何形状的对象的登记， 可以进行对照明变化和遮挡的鲁棒性的高精度图像配准。 一种用于在拍摄对象的图像序列中的参考图像与所述图像序列中的感兴趣的图像之间进行高精度图像配准的图像配准方法，其特征在于，将参考图像上的预定区域设置为区域 感兴趣的是，当进行高精度图像配准时，基于所设置的感兴趣区域内的预定变换精确地表示表示注册的区域的掩模图像的像素来估计运动参数。 通过利用图像之间的相似性评估来生成掩模图像。

公开(公告)号：US20090167885A1

公开(公告)日：2009-07-02

申请号：US12323698

申请日：2008-11-26

申请人： Masatoshi OKUTOMI ,  Masao Shimizu ,  Takahiro Yano

发明人： Masatoshi OKUTOMI ,  Masao Shimizu ,  Takahiro Yano

IPC分类号： H04N5/225 ,  G06K9/36 ,  G06K9/40

CPC分类号： G02B7/365 ,  G06T7/37

摘要： An image processor includes a frequency transformation unit configured to perform frequency transformation processing with respect to a multiple image, and an inter-superimposed-image displacement acquisition unit that calculates a displacement amount between images forming superimposed images included in the multiple image by using a frequency-transformed image subjected to the frequency transformation processing by the frequency transformation unit.

摘要翻译： 一种图像处理器包括：频率变换单元，被配置为对多个图像执行频率变换处理;以及帧间叠加图像位移获取单元，其通过使用频率来计算形成包括在所述多个图像中的叠加图像的图像之间的位移量 经变频单元进行频率变换处理的变换图像。

公开(公告)号：US20090027531A1

公开(公告)日：2009-01-29

申请号：US11994566

申请日：2006-06-01

申请人： Masayuki Tanaka ,  Masatoshi Okutomi

发明人： Masayuki Tanaka ,  Masatoshi Okutomi

IPC分类号： H04N5/335 ,  H04N9/04

CPC分类号： H04N9/045 ,  H04N2209/045

摘要： The present invention provides a pixel mixture method for mixing multiple pixels in a high-pixel solid-state image sensing device capable of obtaining a high-definition image while reducing the number of the readout pixels in an imaging device having the high-pixel solid-state image sensing device with a color filter array (CFA).A pixel mixture method for mixing several pixels on a solid-state image sensing device, which is applied to an imaging device having the solid-state image sensing device with a color filter array (CFA) and multiple pixels, comprising: a pixel mixture operating step for performing a pixel mixture operation based on a pixel mixture operation equation for the several pixels that are adjacent spatially; a color conversion matrix generating step for generating a color conversion matrix based on the kind of colors of a color space after mixture and the pixel mixture operation equation; and a desired color space converting step for converting the color space after mixture into a desired color space based on the generated color conversion matrix.

摘要翻译： 本发明提供了一种用于混合高像素固态图像感测装置中的多个像素的像素混合方法，其能够获得高清晰度图像，同时减少具有高像素固体摄像装置的成像装置中的读出像素的数量， 具有滤色器阵列（CFA）的状态图像感测装置。 一种用于混合固态图像感测装置上的若干像素的像素混合方法，其应用于具有带有滤色器阵列（CFA）的固态图像感测装置的成像装置和多个像素，所述像素混合方法包括： 基于与空间相邻的若干像素的像素混合运算方程进行像素混合运算的步骤; 颜色转换矩阵生成步骤，用于根据混合后的色彩空间的种类和像素混合运算方程产生颜色转换矩阵; 以及期望的颜色空间转换步骤，用于基于所生成的颜色转换矩阵将混合后的颜色空间转换成期望的颜色空间。

公开(公告)号：US5680150A

公开(公告)日：1997-10-21

申请号：US347259

申请日：1994-11-23

申请人： Yukihiko Shimizu ,  Masatoshi Okutomi ,  Osamu Yoshizaki ,  Hiroyuki Urushiya

发明人： Yukihiko Shimizu ,  Masatoshi Okutomi ,  Osamu Yoshizaki ,  Hiroyuki Urushiya

IPC分类号： H04N1/387 ,  G06T3/00 ,  G06T7/00 ,  G06T7/60 ,  A61B3/02

CPC分类号： G06T7/0026 ,  G06T3/0081 ,  G06T3/4038 ,  G06T7/003 ,  G06T2207/20021 ,  G06T2207/30041

摘要： In an image processing apparatus, a plurality of substantially corresponding points are designated on a reference image and a peripheral image. The degree of coincidence is detected between a window in the peripheral image with a corresponding point as the center, and windows successively cut from the reference image, whose center is a corresponding point. The corresponding point at the center of the window having the highest degree of coincidence in the reference image is moved and an offset between this corresponding point and the corresponding point on the peripheral image is detected. When a corresponding point whose offset is greater than a threshold exists, the peripheral image is subjected to an affine transformation using a corresponding point on the reference image whose offset is less than the threshold. The processing is repeated by using the corresponding point on the transformed peripheral image. The two images are merged by an affine transformation when the offsets of all corresponding points become smaller than the threshold.

摘要翻译： 在图像处理装置中，在参考图像和周边图像上指定多个基本对应的点。 在以对应点为中心的周边图像中的窗口和从其中心为对应点的参考图像连续切割的窗口之间检测到重合度。 移动参考图像中具有最高重合度的窗口中心的对应点，并且检测该对应点与外围图像上对应点之间的偏移。 当偏移量大于阈值的对应点存在时，使用偏移小于阈值的参考图像上的对应点对外围图像进行仿射变换。 通过使用变换的周边图像上的对应点来重复处理。 当所有对应点的偏移变得小于阈值时，两个图像通过仿射变换合并。