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    • 1. 发明授权
    • Restoration of color components in an image model
    • 图像模型中颜色分量的恢复
    • US07728844B2
    • 2010-06-01
    • US10888534
    • 2004-07-09
    • Mejdi TrimecheMarkku Vehviläinen
    • Mejdi TrimecheMarkku Vehviläinen
    • G09G5/02
    • H04N9/045G06T5/003G06T2207/10024G06T2207/20012H04N2209/046
    • This invention relates to a method for improving image quality of a digital image captured with an imaging module comprising at least imaging optics and an image sensor, where the image is formed through the imaging optics, the image consisting of at least one color component. In the method degradation information of each color component of the image is found and is used for obtaining a degradation function. Each color component is restored by said degradation function. The image is unprocessed image data, and the degradation information of each color component can be found by a point-spread function. The invention also relates to a device, to a module, to a system and to a computer program product and to a program module.
    • 本发明涉及一种用于改善由至少包括成像光学元件和图像传感器的成像模块捕获的数字图像的图像质量的方法,其中图像通过成像光学元件形成,该图像由至少一个颜色分量组成。 在方法中,找到图像的每个颜色分量的劣化信息,并用于获得降级功能。 通过所述降解功能恢复每个颜色分量。 图像是未处理的图像数据,并且可以通过点扩散函数找到每个颜色分量的劣化信息。 本发明还涉及设备,模块,系统以及计算机程序产品和程序模块。
    • 2. 发明授权
    • Constructing image panorama using frame selection
    • 使用帧选择构建图像全景图
    • US07860343B2
    • 2010-12-28
    • US11402306
    • 2006-04-10
    • Marius TicoMarkku VehviläinenJani BoutellierOlli Silven
    • Marius TicoMarkku VehviläinenJani BoutellierOlli Silven
    • G06K9/36
    • G06T7/0002G06T3/4038G06T2207/30168H04N5/232H04N5/23232H04N5/23238H04N2101/00
    • A new method, system, apparatus and software product for constructing by an electronic device an image panorama from a plurality of images based on their visual quality is presented. The same portion of a panoramic image scene is typically captured on multiple neighborhood video frames from which one can choose the best visual representation to be pasted into the panorama. Constructing the image panorama from the plurality of captured images can comprise the following steps: a) evaluating image quality of K consecutive frames out of the captured plurality of images using a predetermined criterion, b) selecting one image out of the evaluated K frames with the best image quality using a predetermined rule, and c) appending the selected frame to previously selected frames for constructing the image panorama. On-line and off-line implementations are possible.
    • 提出了一种用于由电子设备构建基于其视觉质量的来自多个图像的图像全景的新方法,系统,装置和软件产品。 全景图像场景的相同部分通常被捕获在多个邻域视频帧上,从该视频帧可以选择要粘贴到全景中的最佳视觉表示。 从多个拍摄图像构建图像全景图可以包括以下步骤:a)使用预定标准评估所捕获的多个图像中的K个连续帧的图像质量,b)从所评估的K个帧中选择一个图像,其中 使用预定规则的最佳图像质量,以及c)将所选择的帧附加到用于构建图像全景的先前选择的帧。 在线和离线实现是可能的。
    • 3. 发明授权
    • Motion filtering for video stabilization
    • 视频稳定的运动滤波
    • US07558405B2
    • 2009-07-07
    • US11174297
    • 2005-06-30
    • Marius TicoMarkku Vehviläinen
    • Marius TicoMarkku Vehviläinen
    • G06K9/00H04N7/14H04N5/228
    • H04N21/41407G06T5/50G06T7/277H04M2250/52H04N5/23248H04N5/23254H04N5/23264H04N5/772
    • For applying a motion filter of a video stabilization system to a sequence of video frames, an estimate of a motion in the current video frame compared to a first video frame of the sequence of video frames is received. Based on the received motion estimate and on at least one state variable of the motion filter, a correction value for the motion in the current video frame is computed. The at least one state variable is updated in the computation. In case the computed correction value exceeds a system constraint of the video stabilization system, the at least one state variable is adjusted in accordance with an extent by which the system constraint is exceeded. The correction value is then recomputed based on the motion estimate and on the adjusted state variable.
    • 为了将视频稳定系统的运动滤波器应用于视频帧序列,与视频帧序列的第一视频帧相比,接收当前视频帧中运动的估计。 基于接收到的运动估计和运动滤波器的至少一个状态变量,计算当前视频帧中运动的校正值。 在计算中更新至少一个状态变量。 在计算的校正值超过视频稳定系统的系统约束的情况下,根据超过系统约束的程度来调整至少一个状态变量。 然后基于运动估计和调整状态变量重新计算校正值。
    • 7. 发明授权
    • Method and apparatus for image improvement
    • 用于图像改进的方法和装置
    • US08103123B2
    • 2012-01-24
    • US12221964
    • 2008-08-07
    • Markku Vehviläinen
    • Markku Vehviläinen
    • G06K9/40H04N7/14
    • H04N1/00307H04N1/00209H04N1/387H04N1/401H04N5/217H04N2101/00H04N2201/3204H04N2201/3242H04N2201/3276
    • A method and an apparatus for improving the image quality. The method comprises steps of producing image correcting information to decrease errors in the image to be produced by a camera module (109, 111, 112) by comparing the image taken by said camera module (109, 111, 112, 113) with a test image, storing the image correcting information produced and identifying information related to said image correcting information in the memory of an electronic peripheral device (104, 106), receiving the image produced by said camera module (109, 111, 112, 113) and a second piece of identifying information related to said image in the electronic peripheral device (104, 106), comparing said identifying information with said second piece of identifying information in said peripheral device, and performing an image improvement operation on said image in said peripheral device in response to the comparison carried out.
    • 一种用于提高图像质量的方法和装置。 该方法包括以下步骤:通过将由所述相机模块(109,111,112,113)拍摄的图像与测试(109,111,112,113)拍摄的图像进行比较,产生图像校正信息,以减少由相机模块(109,111,112)产生的图像中的错误 将所产生的图像校正信息和与所述图像校正信息相关的信息存储在电子外围设备(104,106)的存储器中,接收由所述相机模块(109,111,112,113)产生的图像和 将所述识别信息与所述外围设备中的所述第二识别信息进行比较,并且对所述外围设备中的所述图像执行图像改善操作,所述第二识别信息与所述电子外围设备(104,106)中的所述图像相关, 对比进行了回应。
    • 9. 发明授权
    • Method and apparatus for image improvement
    • 用于图像改进的方法和装置
    • US07426316B2
    • 2008-09-16
    • US10135954
    • 2002-04-29
    • Markku Vehviläinen
    • Markku Vehviläinen
    • H04N7/14H04N13/02H04N9/04
    • H04N1/00307H04N1/00209H04N1/387H04N1/401H04N5/217H04N2101/00H04N2201/3204H04N2201/3242H04N2201/3276
    • A method and an apparatus for improving the image quality. The method comprises steps of producing image correcting information to decrease errors in the image to be produced by a camera module (109, 111, 112) by comparing the image taken by said camera module (109, 111, 112, 113) with a test image, storing the image correcting information produced and identifying information related to said image correcting information in the memory of an electronic peripheral device (104, 106), receiving the image produced by said camera module (109, 111, 112, 113) and a second piece of identifying information related to said image in the electronic peripheral device (104, 106), comparing said identifying information with said second piece of identifying information in said peripheral device, and performing an image improvement operation on said image in said peripheral device in response to the comparison carried out.
    • 一种用于提高图像质量的方法和装置。 该方法包括以下步骤:通过将由所述相机模块(109,111,112,113)拍摄的图像与测试(109,111,112,113)拍摄的图像进行比较,产生图像校正信息,以减少由相机模块(109,111,112)产生的图像中的错误 将所产生的图像校正信息和与所述图像校正信息相关的信息存储在电子外围设备(104,106)的存储器中,接收由所述相机模块(109,111,112,113)产生的图像和 将所述识别信息与所述外围设备中的所述第二识别信息进行比较,并且对所述外围设备中的所述图像执行图像改善操作,所述第二识别信息与所述电子外围设备(104,106)中的所述图像相关, 对比进行了回应。
    • 10. 发明授权
    • Filtering based on activities inside the video blocks and at their boundary
    • 根据视频块内和活动边界的内容进行过滤
    • US06504873B1
    • 2003-01-07
    • US09094177
    • 1998-06-09
    • Markku Vehviläinen
    • Markku Vehviläinen
    • H04N712
    • H04N19/527H04N19/86
    • The invention relates to a filtering method used for a video signal at the receiver. It is mostly suited for video compression algorithms utilizing DCT-based video compression technology. In the invention the boundaries (49) between adjacent video blocks (B5 and B6) are filtered based on the amount of activity inside the adjacent video blocks and the activity at the boundary between the adjacent video blocks. If the filtering according to the invention is performed, it is focused to a certain number of bits (42, 43, 44, 45, 46, 47) close to the boundary (49). The filtering is done by adjusting the numerical values of each video pixel close to the boundary towards a reference line, which is defined as a linear equation leading from the numerical value of a first reference pixel (41) to the numerical value of a second reference pixel (48). The reference pixels (41, 48) are selected from the adjacent video blocks to present the smooth movement over the boundary between the adjacent video blocks (B5 and B6).
    • 本发明涉及一种用于接收机视频信号的滤波方法。 它主要适用于使用基于DCT的视频压缩技术的视频压缩算法。 在本发明中,相邻视频块(B5和B6)之间的边界(49)基于相邻视频块内的活动量和相邻视频块之间的边界处的活动被过滤。 如果执行根据本发明的滤波,则将其聚焦到靠近边界(49)的一定数量的位(42,43,44,45,46,47)。 通过将接近边界的每个视频像素的数值调整为参考线来完成滤波,该参考线被定义为从第一参考像素(41)的数值到第二参考值的数值的线性方程 像素(48)。 从相邻的视频块中选择参考像素(41,48),以在相邻的视频块(B5和B6)之间的边界上呈现平滑的移动。