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    • 4. 发明申请
    • Video registration and image sequence stitching
    • 视频注册和图像序列拼接
    • US20070031062A1
    • 2007-02-08
    • US11197813
    • 2005-08-04
    • Chris PalDrew SteedlyRichard Szeliski
    • Chris PalDrew SteedlyRichard Szeliski
    • G06K9/36G06K9/32
    • G06F17/30843G06K9/32G06K2009/2045G06T3/4038H04N5/23238
    • A “Keyframe Stitcher” provides an efficient technique for building mosaic panoramic images by registering or aligning video frames to construct a mosaic panoramic representation. Matching of image pairs is performed by extracting feature points from every image frame and matching those points between image pairs. Further, the Keyframe Stitcher preserves accuracy of image stitching when matching image pairs by utilizing ordering information inherent in the video. The cost of searching for matches between image frames is reduced by identifying “keyframes” based on computed image-to-image overlap. Keyframes are then matched to all other keyframes, but intermediate image frames are only matched to temporally neighboring keyframes and neighboring intermediate frames to construct a “match structure.” Image orientations are then estimated from this match structure and used to construct the mosaic. Matches between image pairs may be compressed to reduce computational overhead by replacing groups of feature points with representative measurements.
    • “关键帧拼接器”提供了一种通过注册或对准视频帧来构建马赛克全景图像来构建马赛克全景图像的有效技术。 通过从每个图像帧提取特征点并匹配图像对之间的那些点来执行图像对的匹配。 此外,关键帧拼接器通过利用视频中固有的排序信息来保持图像拼接的精度。 通过基于计算的图像到图像重叠来识别“关键帧”来减少在图像帧之间搜索匹配的成本。 然后将关键帧与所有其他关键帧匹配,但中间图像帧仅与时间上相邻的关键帧和相邻中间帧相匹配,以构建“匹配结构”。 然后从该匹配结构估计图像取向,并用于构建马赛克。 图像对之间的匹配可以被压缩以通过用代表性的测量来替换特征点组来减少计算开销。
    • 9. 发明授权
    • Oblique image stitching
    • 倾斜图像拼接
    • US07778491B2
    • 2010-08-17
    • US11279241
    • 2006-04-10
    • Drew SteedlyRichard SzeliskiMatthew UyttendaeleMichael Cohen
    • Drew SteedlyRichard SzeliskiMatthew UyttendaeleMichael Cohen
    • G06K9/32G06K9/36
    • G06T3/4038G06K9/32G06K2009/2045
    • An “Oblique Image Stitcher” provides a technique for constructing a photorealistic oblique view from a set of input images representing a series of partially overlapping views of a scene. The Oblique Image Stitcher first projects each input image onto a geometric proxy of the scene and renders the images from a desired viewpoint. Once the images have been projected onto the geometric proxy, the rendered images are evaluated to identify optimum seams along which the various images are to be blended. Once the optimum seams are selected, the images are remapped relative to those seams by leaving the mapping unchanged at the seams and interpolating a smooth mapping between the seams. The remapped images are then composited to construct the final mosaiced oblique view of the scene. The result is a mosaic image constructed by warping the input images in a photorealistic manner which agrees at seams between images.
    • “倾斜图像拼接器”提供了一种用于从表示场景的一系列部分重叠视图的一组输入图像中构造逼真倾斜视图的技术。 倾斜图像拼接器首先将每个输入图像投影到场景的几何代理上,并从期望的角度呈现图像。 一旦将图像投影到几何代理上,则对所渲染的图像进行评估,以确定要混合各种图像的最佳接缝。 一旦选择最佳接缝,通过在接缝处保持不变,并在接缝之间插入平滑的映射,相对于那些接缝重新映射图像。 然后将重新映射的图像合成以构建场景的最终镶嵌斜视图。 结果是通过以照片写实的方式扭曲输入图像构成的马赛克图像,其在图像之间的接缝处一致。