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    • 2. 发明申请
    • MOTION DETECTION TECHNIQUES FOR IMPROVED IMAGE REMOTING
    • 用于改进图像去除的运动检测技术
    • US20110299785A1
    • 2011-12-08
    • US12793486
    • 2010-06-03
    • Voicu Anton AlbuNadim Y. AbdoCharles Lawrence Zitnick, III
    • Voicu Anton AlbuNadim Y. AbdoCharles Lawrence Zitnick, III
    • G06K9/62
    • G06F17/30017G06F3/1454G06F17/30873G09G2320/106
    • Techniques are disclosed for acceleration techniques for improved image remoting. A rolling 2D hash of a first image sent to a client is computed. When the server has a second image to send to the client, it calculates a rolling 2D hash of the new image. It also calculates “pivot points” for the images based on the rolling 2D hashes. Based on the pivot points, it determines possible matching hash windows between the two images that correspond to window moves or scrolls. Where a match is confirmed, it determines whether a “larger” a larger matching rectangle exists between the two images. It then instructs the client to display the matching rectangle that exists in the first image that the client has in the appropriate location in the second image, thereby saving the bandwidth requirements to re-transmit it to the client.
    • 公开了用于改进图像远程处理的加速技术的技术。 计算发送到客户端的第一个图像的滚动二维哈希。 当服务器有第二个图像发送给客户端时,它计算新图像的滚动二维哈希。 它还基于滚动的2D哈希计算图像的“枢轴点”。 基于枢轴点,它确定了对应于窗口移动或滚动的两个图像之间可能匹配的哈希窗口。 在确定匹配的情况下,它确定两个图像之间是否存在较大的匹配矩形。 然后指示客户端显示客户端在第二个图像中的适当位置中存在的第一个图像中存在的匹配矩形,从而节省了将其重新发送给客户端的带宽要求。
    • 6. 发明授权
    • Motion detection techniques for improved image remoting
    • 运动检测技术,用于改进图像远程处理
    • US08417039B2
    • 2013-04-09
    • US12793486
    • 2010-06-03
    • Voicu Anton AlbuNadim Y. AbdoCharles Lawrence Zitnick, III
    • Voicu Anton AlbuNadim Y. AbdoCharles Lawrence Zitnick, III
    • G06K9/62
    • G06F17/30017G06F3/1454G06F17/30873G09G2320/106
    • Techniques are disclosed for acceleration techniques for improved image remoting. A rolling 2D hash of a first image sent to a client is computed. When the server has a second image to send to the client, it calculates a rolling 2D hash of the new image. It also calculates “pivot points” for the images based on the rolling 2D hashes. Based on the pivot points, it determines possible matching hash windows between the two images that correspond to window moves or scrolls. Where a match is confirmed, it determines whether a “larger” a larger matching rectangle exists between the two images. It then instructs the client to display the matching rectangle that exists in the first image that the client has in the appropriate location in the second image, thereby saving the bandwidth requirements to re-transmit it to the client.
    • 公开了用于改进图像远程处理的加速技术的技术。 计算发送到客户端的第一个图像的滚动二维哈希。 当服务器有第二个图像发送给客户端时,它计算新图像的滚动二维哈希。 它还可以基于滚动的2D散列来计算图像的枢轴点。 基于枢轴点,它确定了对应于窗口移动或滚动的两个图像之间可能匹配的哈希窗口。 如果匹配被确认,则确定两个图像之间是否存在较大的匹配矩形。 然后指示客户端显示客户端在第二个图像中的适当位置中存在的第一个图像中存在的匹配矩形,从而节省了将其重新发送给客户端的带宽要求。
    • 8. 发明授权
    • Clustering videos by location
    • 按位置分组视频
    • US08184913B2
    • 2012-05-22
    • US12416152
    • 2009-04-01
    • Simon J. BakerCharles Lawrence Zitnick, IIIGerhard Florian Schroff
    • Simon J. BakerCharles Lawrence Zitnick, IIIGerhard Florian Schroff
    • G06K9/68
    • G06K9/00718G06F17/30781G06F17/3082G06K9/6219Y02D10/45
    • Described is a technology in which video shots are clustered based upon the location at which the shots were captured. A global energy function is optimized, including a first term that computes clusters so as to be reasonably dense and well connected, to match the possible shots that are captured at a location, e.g., based on similarity scores between pairs of shots. A second term is a temporal prior that encourages subsequent shots to be placed in the same cluster. The shots may be represented as nodes of a minimum spanning tree having edges with weights that are based on the similarity score between the shots represented by their respective nodes. Agglomerative clustering is performed by selecting pairs of available clusters, merging the pairs and keeping the pair with the lowest cost. Clusters are iteratively merged until a stopping criterion or criteria is met (e.g., only a single cluster remains).
    • 描述了一种基于拍摄拍摄位置来进行视频拍摄的技术。 优化了全局能量函数,包括计算集群以便相当密集和良好连接的第一项,以匹配在某个位置捕获的可能的拍摄,例如,基于拍摄对之间的相似性得分。 第二个术语是时间先前,鼓励后续的镜头被放置在同一个集群中。 拍摄可以被表示为具有基于由它们各自的节点表示的拍摄之间的相似性得分的权重的边缘的最小生成树的节点。 通过选择成对的可用集群,合并对并保持成本最低的组合来执行集群聚类。 集群被迭代合并,直到满足停止标准或条件(例如,仅剩下一个集群)。
    • 10. 发明授权
    • Realtime user guidance for freehand drawing
    • 实时用户指导手绘
    • US08827710B2
    • 2014-09-09
    • US13110923
    • 2011-05-19
    • Charles Lawrence Zitnick, IIIYong Jae LeeMichael Cohen
    • Charles Lawrence Zitnick, IIIYong Jae LeeMichael Cohen
    • G09B11/10G09B11/00
    • G09B11/10G09B11/00
    • Architecture that guides the freeform drawing of objects by a user to enable the user to produce improved drawings without significant training. As the user draws, the architecture dynamically updates a relevant shadow image proximate (e.g., underlying) the user's strokes. The strokes overlay an evolving shadow image, which shadow image is suggestive of object contours that guide the user during the drawing process. Relevant edge images selected from a large database are automatically blended to construct the shadow image. As the user draws, the strokes are dynamically analyzed using an encoding of overlapping windows for fast matching with the database of images. A top ranked set of matching database edge images are aligned to the drawing, a set of spatially varying weights blend the edge images into the shadow image, and a scoring technique is employed to select the optimum shadow image for display.
    • 指导用户自由绘制对象的架构,以使用户能够在不进行重大培训的情况下生成改进的图纸。 当用户绘制时,体系结构动态地更新用户笔画的邻近(例如,底层)的相关阴影图像。 笔画覆盖了不断变化的阴影图像,阴影图像暗示着在绘图过程中引导用户的对象轮廓。 从大数据库中选择的相关边缘图像将自动混合以构建阴影图像。 当用户绘制时,使用重叠窗口的编码动态地分析笔画,以便与图像数据库快速匹配。 匹配数据库边缘图像的顶级排列集合与图形对齐,一组空间变化的权重将边缘图像混合到阴影图像中,并且使用评分技术来选择用于显示的最佳阴影图像。