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    • 71. 发明申请
    • Image processor and image processing method for a vehicle
    • 一种车辆的图像处理器和图像处理方法
    • US20060197761A1
    • 2006-09-07
    • US11366091
    • 2006-03-02
    • Masayasu SuzukiKen OizumiTakeshi Akatsuka
    • Masayasu SuzukiKen OizumiTakeshi Akatsuka
    • G06T15/20
    • H04N7/181G06K2009/2045G06T5/006
    • An image processor is disclosed for a vehicle having a plurality of cameras and a monitor that displays a panoramic image derived from multiple images generated by the plurality of cameras. The processor includes input buffers for storing camera image data captured through respective camera modules and output buffer for storing a panoramic image. The camera image data for generating the panoramic image are retrieved from input buffers. The camera image data are stored in an output buffer using an reconfigured address conversion table. The reconfigured address conversion table is an address conversion table which is obtained by reconfiguring an address conversion table when camera modules are assumed to be free of vehicle installation errors. The reconfiguration is performed on the basis of parameters which are used to correct vehicle installation errors of camera modules.
    • 公开了一种用于具有多个照相机的车辆的图像处理器,以及显示由多个照相机产生的多个图像导出的全景图像的监视器。 处理器包括用于存储通过相应摄像机模块捕获的照相机图像数据和用于存储全景图像的输出缓冲器的输入缓冲器。 从输入缓冲器检索用于产生全景图像的相机图像数据。 相机图像数据使用重新配置的地址转换表存储在输出缓冲器中。 重新配置的地址转换表是当相机模块被假定为没有车辆安装错误时通过重新配置地址转换表而获得的地址转换表。 基于用于校正相机模块的车辆安装错误的参数来执行重新配置。
    • 73. 发明申请
    • Deghosting mosaics using multiperspective plane sweep
    • 使用多平面扫描的去主体马赛克
    • US20060072852A1
    • 2006-04-06
    • US11286567
    • 2005-11-22
    • Sing Bing KangRichard SzeliskiMattew Uyttendaele
    • Sing Bing KangRichard SzeliskiMattew Uyttendaele
    • G06K9/32G06K9/36
    • G06T5/20G06K9/32G06K2009/2045G06T3/00G06T5/003G06T7/30G06T7/55G06T15/503
    • A system and method for deghosting mosaics provides a novel multiperspective plane sweep approach for generating an image mosaic from a sequence of still images, video images, scanned photographic images, computer generated images, etc. This multiperspective plane sweep approach uses virtual camera positions to compute depth maps for columns of overlapping pixels in adjacent images. Object distortions and ghosting caused by image parallax when generating the image mosaics are then minimized by blending pixel colors, or grey values, for each computed depth to create a common composite area for each of the overlapping images. Further, the multiperspective plane sweep approach described herein is both computationally efficient, and applicable to both the case of limited overlap between the images used for creating the image mosaics, and to the case of extensive or increased image overlap.
    • 用于消除幻影的马赛克的系统和方法提供了一种新颖的多平面扫描方法,用于从静止图像,视频图像,扫描摄影图像,计算机生成的图像等的序列生成图像马赛克。该多平面扫描方法使用虚拟相机位置来计算 相邻图像中重叠像素列的深度图。 然后通过为每个计算的深度混合像素颜色或灰度值来最小化由图像视差产生的图像马赛克引起的对象失真和重影,以为每个重叠图像创建公共复合区域。 此外,本文描述的多平面扫描方法在计算上是有效的,并且适用于用于创建图像马赛克的图像之间的有限重叠的情况以及广泛或增加的图像重叠的情况。
    • 76. 发明申请
    • Large-area imaging by stitching with array microscope
    • 用阵列显微镜拼接大面积成像
    • US20050084175A1
    • 2005-04-21
    • US10687432
    • 2003-10-16
    • Artur Olszak
    • Artur Olszak
    • G02B21/36G06K9/36G06T3/40
    • G06T3/4038G02B21/367G06K9/00134G06K2009/2045H04N1/3876
    • An imaging apparatus consists of multiple miniaturized microscopes arranged into an array capable of simultaneously imaging a portion of an object. A step-and-repeat approach is followed to scan the object and generate multiple sets of checkerboard images. In order to improve the quality of the composite image produced by concatenation or stitching of the checkerboard images, the performance of each microscope is normalized to the same base reference for each relevant optical-system property. Correction factors are developed through calibration to equalize the spectral response measured at each detector; to similarly balance the gains and offsets of the detector/light-source combinations associated with the various objectives; to correct for geometric misalignments between microscopes; and to correct optical and chromatic aberrations in each objective.
    • 成像装置由布置成阵列的多个微型显微镜组成,能够同时成像物体的一部分。 跟踪扫描对象并生成多组棋盘图像的重复步骤。 为了提高棋盘图像的拼接或缝合产生的复合图像的质量,每个显微镜的性能对于每个相关的光学系统属性归一化为相同的基准参考。 通过校准开发校正因子以均衡每个检测器处测得的光谱响应; 类似地平衡与各种目标相关联的检测器/光源组合的增益和偏移; 以校正显微镜之间的几何不对准; 并纠正每个目标中的光学和色差。
    • 78. 发明授权
    • Digital aerial image mosaic method and apparatus
    • 数字航空影像拼接方法及装置
    • US06694064B1
    • 2004-02-17
    • US09718440
    • 2000-11-20
    • Cody Benkelman
    • Cody Benkelman
    • G06K936
    • G06K9/32G06K9/0063G06K2009/2045G06T3/4038
    • A computer-implemented method and system for use in alignment of multiple digital images to form a mosaic image involves selecting multiple search site points (SSPs) in an overlapping area of a pair of the digital images and searching for an interesting point (IP) near each of the SSPs. The system involves the calculation of a numeric interest measure (IM) at each of multiple IP-candidate sites near the SSPs. The IM is indicative of the presence of image features at the IP-candidate site and provides a basis for comparing the IP-candidate sites at each of the SSPs and selecting the IP-candidate site having the most significant IM. In a preferred embodiment, IP-candidate sites having an IM that does not exceed a predetermined minimum threshold are discarded. The method also involves locating a tie point (TP) on an overlapping one of the digital images correlating to the IP. The TP together with the IP comprise a tie point pair (TPP) that can be used to calculate and apply geometric transformations to align the images and thereby form a seamless mosaic. The system and method may also involve radiometric balancing of the images to reduce tonal mismatch.
    • 用于对准多个数字图像以形成马赛克图像的计算机实现的方法和系统涉及在一对数字图像的重叠区域中选择多个搜索站点点(SSP),并且搜索靠近的一个有趣点(IP) 每个SSP。 该系统涉及在SSP附近的多个IP候选站点的每一个处计算数字兴趣度量(IM)。 IM表示在IP候选站点处存在图像特征,并且提供了用于比较每个SSP处的IP候选站点并选择具有最重要IM的IP候选站点的基础。 在优选实施例中,丢弃具有不超过预定最小阈值的IM的IP候选站点。 该方法还涉及在与IP相关的数字图像的重叠的一个上定位连接点(TP)。 TP与IP一起包括一个连接点对(TPP),可以用于计算和应用几何变换以对齐图像,从而形成无缝镶嵌。 该系统和方法还可以涉及图像的辐射平衡以减少色调失配。
    • 79. 发明申请
    • Aligning rectilinear images in 3D through projective registration and calibration
    • US20030179923A1
    • 2003-09-25
    • US10370280
    • 2003-02-18
    • Yalin XiongKen Turkowski
    • G06K009/00
    • G06T15/506G06K9/32G06K2009/2045G06T3/4038G06T7/32G06T15/503
    • An improved apparatus and method for creating high quality virtual reality panoramas is disclosed that yields dramatic improvements during the authoring and projecting cycles, with speeds up to several orders of magnitude faster than prior systems. In a preferred embodiment, a series of rectilinear images taken from a plurality of rows are pairwise registered with one another, and locally optimized using a pairwise objective function (local error function) that minimizes certain parameters in a projective transformation, using an improved iterative procedure. The local error function values for the pairwise registrations are then saved and used to construct a quadratic surface to approximate a global optimization function (global error function). The chain rule is used to avoid the direct evaluation of the global objective function, saving computation. In one embodiment concerning the blending aspect of the present invention, an improved procedure is described that relies on Laplacian and Gaussian pyramids, using a blend mask whose boundaries are determined by the grassfire transform. An improved iterative procedure is disclosed for the blending that also determines at what level of the pyramid to perform blending, and results in low frequency image components being blended over a wider region and high frequency components being blended over a narrower region. Human interaction and input is also provided to allow manual projective registration, initial calibration and feedback in the selection of photos and convergence of the system.
    • 80. 发明申请
    • Aligning rectilinear images in 3D through projective registration and calibration
    • US20020114536A1
    • 2002-08-22
    • US10077102
    • 2002-02-14
    • Yalin XiongKen Turkowski
    • G06K009/36
    • G06T15/506G06K9/32G06K2009/2045G06T3/4038G06T7/32G06T15/503
    • An improved apparatus and method for creating high quality virtual reality panoramas is disclosed that yields dramatic improvements during the authoring and projecting cycles, with speeds up to several orders of magnitude faster than prior systems. In a preferred embodiment, a series of rectilinear images taken from a plurality of rows are pairwise registered with one another, and locally optimized using a pairwise objective function (local error function) that minimizes certain parameters in a projective transformation, using an improved iterative procedure. The local error function values for the pairwise registrations are then saved and used to construct a quadratic surface to approximate a global optimization function (global error function). The chain rule is used to avoid the direct evaluation of the global objective function, saving computation. In one embodiment concerning the blending aspect of the present invention, an improved procedure is described that relies on Laplacian and Gaussian pyramids, using a blend mask whose boundaries are determined by the grassfire transform. An improved iterative procedure is disclosed for the blending that also determines at what level of the pyramid to perform blending, and results in low frequency image components being blended over a wider region and high frequency components being blended over a narrower region. Human interaction and input is also provided to allow manual projective registration, initial calibration and feedback in the selection of photos and convergence of the system.