公开(公告)号：US09438809B2

公开(公告)日：2016-09-06

申请号：US14690046

申请日：2015-04-17

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hamid R. Sheikh ,  John W. Glotzbach ,  Osman G. Sezer

IPC: H04N5/262 ,  H04N5/232 ,  G06K9/46 ,  G06T3/00 ,  G06T3/60 ,  H04N5/265 ,  G06T5/50 ,  G06T7/20 ,  G06T3/40

CPC classification number: H04N5/23296 ,  G06K9/46 ,  G06T3/0006 ,  G06T3/4007 ,  G06T3/4053 ,  G06T3/60 ,  G06T5/50 ,  G06T7/20 ,  G06T2200/12 ,  G06T2207/20024 ,  G06T2207/20182 ,  G06T2207/20212 ,  H04N5/23229 ,  H04N5/23232 ,  H04N5/23245 ,  H04N5/23258 ,  H04N5/262 ,  H04N5/265

Abstract: A mobile device includes an embedded digital camera that is configured to capture a burst of N images. The mobile device includes processing circuitry comprising a registration module configured to, for each image within the burst of images: analyze an amount of warp of the image and generate a set of affine matrices indicating the amount of warp of the image. The processing circuitry includes a High Fidelity Interpolation block configured to, for each image within the burst of images: perform affine transformation using the set of affine matrices associated with the image, apply an aliasing-retaining interpolation filter, and implement rotation transformation and sub-pixel shifts, yielding an interpolated image. The processing circuitry includes a blending module configured to receive the N interpolated images and blend the N interpolated images into a single-blended image having a user-selected digital zoom ratio.

Abstract translation: 移动设备包括被配置为捕获N个图像的突发的嵌入式数字照相机。 移动设备包括处理电路，其包括配置为针对图像脉冲串内的每个图像的注册模块：分析图像的扭曲量并生成表示图像的扭曲量的一组仿射矩阵。 所述处理电路包括：高保真插值块，被配置为针对所述图像脉冲串内的每个图像：使用与所述图像相关联的所述一组仿射矩阵执行仿射变换，应用混叠保持内插滤波器，以及实施旋转变换和子像素， 像素移位，产生内插图像。 处理电路包括混合模块，其被配置为接收N个内插图像，并将N个内插图像混合成具有用户选择的数字缩放比率的单一混合图像。

公开(公告)号：US09531962B2

公开(公告)日：2016-12-27

申请号：US14682895

申请日：2015-04-09

Applicant: Samsung Electronics Co., Ltd.

Inventor： Osman G. Sezer ,  John W. Glotzbach ,  Hamid R. Sheikh

IPC: G06K9/32 ,  H04N5/262 ,  G06T7/00 ,  H04N5/232 ,  H04N5/265 ,  H04N5/235 ,  G06T3/40

CPC classification number: H04N5/2628 ,  G06T3/4038 ,  G06T7/33 ,  G06T7/337 ,  G06T2207/10016 ,  G06T2207/10024 ,  G06T2207/20221 ,  H04N5/23229 ,  H04N5/23267 ,  H04N5/23296 ,  H04N5/2355 ,  H04N5/2625 ,  H04N5/265

Abstract: A method includes identifying feature points in an image in images generated of a scene by a camera and identifying locations of the identified feature points in remaining images in the images. The method also includes selecting a group of the identified feature points indicative of relative motion of the camera between image captures and aligning a set of the images using the selected group of feature points. The method may further include selecting a reference image from the set of aligned images, weighting other images the set, and combining the reference image with the weighted images. Weighting of the other images may include, for each other image in the set, comparing the other image and the reference image to identify one or more moving objects in the other image and applying a weight to pixel locations in the other image.

Abstract translation: 一种方法包括通过照相机识别由场景产生的图像中的图像中的特征点，并且识别图像中剩余图像中所识别的特征点的位置。 该方法还包括选择一组识别的特征点，其指示相机在图像拍摄之间的相对运动并且使用所选择的特征点组对准一组图像。 该方法还可以包括从对准的图像集合中选择参考图像，对集合的其它图像加权，以及将参考图像与加权图像组合。 其他图像的权重可以包括对于集合中的每个其他图像，比较其他图像和参考图像以识别另一图像中的一个或多个移动对象，并且对另一图像中的像素位置应用权重。

公开(公告)号：US20160028967A1

公开(公告)日：2016-01-28

申请号：US14682895

申请日：2015-04-09

Applicant: Samsung Electronics Co., Ltd.

Inventor： Osman G. Sezer ,  John W. Glotzbach ,  Hamid R. Sheikh

IPC: H04N5/262 ,  H04N5/232 ,  H04N5/265 ,  G06T7/00

CPC classification number: H04N5/2628 ,  G06T3/4038 ,  G06T7/33 ,  G06T7/337 ,  G06T2207/10016 ,  G06T2207/10024 ,  G06T2207/20221 ,  H04N5/23229 ,  H04N5/23267 ,  H04N5/23296 ,  H04N5/2355 ,  H04N5/2625 ,  H04N5/265

Abstract: A method and apparatus for aligning and combining images. The method includes identifying feature points in an image in images generated of a scene by a camera and identifying locations of the identified feature points in remaining images in the images. The method also includes selecting a group of the identified feature points indicative of relative motion of the camera between image captures and aligning a set of the images using the selected group of feature points. The method may further include selecting a reference image from the set of aligned images, weighting other images the set, and combining the reference image with the weighted images. Weighting of the other images may include, for each other image in the set, comparing the other image and the reference image to identify one or more moving objects in the other image and applying a weight to pixel locations in the other image.

Abstract translation: 用于对准和组合图像的方法和装置。 该方法包括通过照相机识别由场景产生的图像中的图像中的特征点，以及识别图像中剩余图像中识别的特征点的位置。 该方法还包括选择一组识别的特征点，其指示相机在图像拍摄之间的相对运动并且使用所选择的特征点组对准一组图像。 该方法还可以包括从对准的图像集合中选择参考图像，对集合的其它图像加权，以及将参考图像与加权图像组合。 其他图像的权重可以包括对于集合中的每个其他图像，比较其他图像和参考图像以识别另一图像中的一个或多个移动对象，并且对另一图像中的像素位置应用权重。

公开(公告)号：US20160028966A1

公开(公告)日：2016-01-28

申请号：US14690046

申请日：2015-04-17

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hamid R. Sheikh ,  John W. Glotzbach ,  Osman G. Sezer

IPC: H04N5/232 ,  G06T3/00 ,  G06T3/40 ,  H04N5/265 ,  G06T5/50 ,  G06T7/20 ,  G06K9/46 ,  G06T3/60

CPC classification number: H04N5/23296 ,  G06K9/46 ,  G06T3/0006 ,  G06T3/4007 ,  G06T3/4053 ,  G06T3/60 ,  G06T5/50 ,  G06T7/20 ,  G06T2200/12 ,  G06T2207/20024 ,  G06T2207/20182 ,  G06T2207/20212 ,  H04N5/23229 ,  H04N5/23232 ,  H04N5/23245 ,  H04N5/23258 ,  H04N5/262 ,  H04N5/265

Abstract: A mobile device includes an embedded digital camera that is configured to capture a burst of N images. The mobile device includes processing circuitry comprising a registration module configured to, for each image within the burst of images: analyze an amount of warp of the image and generate a set of affine matrices indicating the amount of warp of the image. The processing circuitry includes a High Fidelity Interpolation block configured to, for each image within the burst of images: perform affine transformation using the set of affine matrices associated with the image, apply an aliasing-retaining interpolation filter, and implement rotation transformation and sub-pixel shifts, yielding an interpolated image. The processing circuitry includes a blending module configured to receive the N interpolated images and blend the N interpolated images into a single-blended image having a user-selected digital zoom ratio.

Abstract translation: 移动设备包括被配置为捕获N个图像的突发的嵌入式数字照相机。 移动设备包括处理电路，其包括配置为针对图像脉冲串内的每个图像的注册模块：分析图像的扭曲量并生成表示图像的扭曲量的一组仿射矩阵。 所述处理电路包括：高保真插值块，被配置为针对所述图像脉冲串内的每个图像：使用与所述图像相关联的所述一组仿射矩阵执行仿射变换，应用混叠保持内插滤波器，以及实施旋转变换和子像素， 像素移位，产生内插图像。 处理电路包括混合模块，其被配置为接收N个内插图像，并将N个内插图像混合成具有用户选择的数字缩放比率的单一混合图像。