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    • 61. 发明申请
    • Combining online and offline recognizers in a handwriting recognition system
    • 将在线和离线识别器结合在手写识别系统中
    • US20090003706A1
    • 2009-01-01
    • US11823644
    • 2007-06-28
    • Xinjian ChenDongmei ZhangYu ZouMing ChangShi HanJian Wang
    • Xinjian ChenDongmei ZhangYu ZouMing ChangShi HanJian Wang
    • G06K9/00
    • G06K9/00973G06K9/6292G06K9/6296
    • Described is a technology by which online recognition of handwritten input data is combined with offline recognition and processing to obtain a combined recognition result. In general, the combination improves overall recognition accuracy. In one aspect, online and offline recognition is separately performed to obtain online and offline character-level recognition scores for candidates (hypotheses). A statistical analysis-based combination algorithm, an AdaBoost algorithm, and/or a neural network-based combination may determine a combination function to combine the scores to produce a result set of one or more results. Online and offline radical-level recognition may be performed. For example, a HMM recognizer may generate online radical scores used to build a radical graph, which is then rescored using the offline radical recognition scores. Paths in the rescored graph are then searched to provide the combined recognition result, e.g., corresponding to the path with the highest score.
    • 描述了通过在线识别手写输入数据与离线识别和处理相结合以获得组合识别结果的技术。 通常,该组合提高了整体识别精度。 在一个方面,单独执行在线和离线识别以获得用于候选者(假设)的在线和离线角色级识别分数。 基于统计分析的组合算法,AdaBoost算法和/或基于神经网络的组合可以确定组合函数以组合分数以产生一个或多个结果的结果集。 可以执行在线和离线激进级别识别。 例如,HMM识别器可以生成用于构建激进图形的在线激进分数,然后使用离线激进识别分数进行重新分类。 然后,搜索折叠图中的路径以提供组合识别结果,例如对应于具有最高分数的路径。
    • 62. 发明申请
    • Feature Design for HMM Based Eastern Asian Character Recognition
    • 基于HMM的东亚字符识别功能设计
    • US20090003705A1
    • 2009-01-01
    • US11772032
    • 2007-06-29
    • Yu ZouMing ChangShi HanDongmei ZhangJian Wang
    • Yu ZouMing ChangShi HanDongmei ZhangJian Wang
    • G06K9/18
    • G06K9/00416G06K2209/011
    • An exemplary method for online character recognition of East Asian characters includes acquiring time sequential, online ink data for a handwritten East Asian character, conditioning the ink data to produce conditioned ink data where the conditioned ink data includes information as to writing sequence of the handwritten East Asian character and extracting features from the conditioned ink data where the features include a tangent feature, a curvature feature, a local length feature, a connection point feature and an imaginary stroke feature. Such a method may determine neighborhoods for ink data and extract features for each neighborhood. An exemplary Hidden Markov Model based character recognition system may use various exemplary methods for training and character recognition.
    • 用于东亚字符的在线字符识别的示例性方法包括获取用于手写东亚字符的时间顺序在线墨水数据,调节墨水数据以产生经调节的墨水数据,其中调节的墨水数据包括关于写入东方手写的顺序的信息 亚洲字符和从调节的墨水数据中提取特征,其中特征包括切线特征,曲率特征,局部长度特征,连接点特征和假想笔划特征。 这种方法可以确定墨水数据的邻域并提取每个邻域的特征。 基于示例性的基于隐马尔可夫模型的角色识别系统可以使用用于训练和角色识别的各种示例性方法。
    • 63. 发明申请
    • Picture line audio augmentation
    • 图片音频增强
    • US20060204214A1
    • 2006-09-14
    • US11079151
    • 2005-03-14
    • Mehul ShahDongmei ZhangVladimir Rovinsky
    • Mehul ShahDongmei ZhangVladimir Rovinsky
    • G11B27/00
    • G11B27/34G11B27/034G11B27/036
    • The subject invention provides a system and/or a method that facilitates creating an authored video with audio applied to at least one image/video segment within the authored video. An audio enhancement component can apply audio to at least one image/video segment, wherein an audio segment begins with a display of the image/video segment (e.g., an instance of displaying the image or video segment within the authored video). A segment-line can be utilized to provide audio to the image/video segment(s) within the authored video, wherein the segment-line can be a sequence of image/video segments chronologically ordered based upon a start and an end of the image/video clip.
    • 本发明提供了一种系统和/或方法,其有助于创建具有应用于创作视频内的至少一个图像/视频片段的音频的创作视频。 音频增强组件可以将音频应用于至少一个图像/视频片段,其中音频片段以图像/视频片段的显示(例如,在创作的视频内显示图像或视频片段的实例)开始。 可以利用分段线来向编辑的视频内的图像/视频片段提供音频,其中片段线可以是基于图像的开始和结束按时间顺序排列的图像/视频段的序列 /录像片段。
    • 67. 发明授权
    • Frequent pattern mining
    • 频繁模式挖掘
    • US09348852B2
    • 2016-05-24
    • US13095415
    • 2011-04-27
    • Shi HanYingnong DangSong GeDongmei Zhang
    • Shi HanYingnong DangSong GeDongmei Zhang
    • G06F17/30
    • G06F17/30539G06F17/30306H04L67/10
    • A system for frequent pattern mining uses two layers of processing: a plurality of computing nodes, and a plurality of processors within each computing node. Within each computing node, the data set against which the frequent pattern mining is to be performed is stored in shared memory, accessible concurrently by each of the processors. The search space is partitioned among the computing nodes, and sub-partitioned among the processors of each computing node. If a processor completes its sub-partition, it requests another sub-partition. The partitioning and sub-partitioning may be performed dynamically, and adjusted in real time.
    • 用于频繁模式挖掘的系统使用两层处理:多个计算节点和每个计算节点内的多个处理器。 在每个计算节点内,将要执行频繁模式挖掘的数据集存储在共享存储器中,由每个处理器并发访问。 搜索空间在计算节点之间划分,并在每个计算节点的处理器之间进行子分区。 如果处理器完成其子分区,则它请求另一个子分区。 可以动态执行分区和子分区,并实时调整。
    • 70. 发明申请
    • Horizontal Immersion Cover Type Carbon Supplement Device and Carbon Supplement Method Used for Microalgae Culture in Open Pond
    • 水平浸入式碳补充装置和碳补充方法用于开放池塘中的微藻文化
    • US20150125946A1
    • 2015-05-07
    • US14396597
    • 2012-05-07
    • Wei CongMing LiuXia WuShumei WenDongmei ZhangZhongliang Sun
    • Wei CongMing LiuXia WuShumei WenDongmei ZhangZhongliang Sun
    • C12M1/00
    • C12M29/06C12M21/02C12M23/18C12M23/38
    • The invention relates to the field of mass cultivation of microalgae and specifically relates to a horizontal submerged cover type carbon supplement device and carbon supplement method for cultivating microalgae in an open pond. The horizontal submerged cover type carbon supplement device for cultivating microalgae in an open pond, comprises: one or more than two covers and gas distributors, wherein the gas distributor is arranged at the bottom of the open pond and the cover is arranged above the gas distributor; the cover, in form of a cylinder with openings at both ends, is arranged along the flow direction of the culture solution, the two ends of the cover being a culture solution inlet and a culture solution outlet respectively; the gas distributor is kept away from the culture solution outlet of the cover by more than 40 cm. According to the invention, when microalgae cells are cultivated in the open pond, carbon dioxide can be effectively utilized for carbon supplement, so production cost is greatly reduced.
    • 本发明涉及微藻的大规模种植领域,具体涉及一种用于在开放池塘中培养微藻的水平浸没式盖碳补充装置和碳补充方法。 用于在开放池塘中培养微藻的水平浸没式盖式碳补充装置包括:一个或多于两个盖和气体分配器,其中气体分配器布置在开放池塘的底部,并且盖布置在气体分布器上方 ; 沿着培养液的流动方向布置具有两端开口的圆筒形状的盖子,盖的两端分别为培养液入口和培养液出口; 气体分配器远离盖子的培养液出口超过40厘米。 根据本发明,当在开放池塘中培养微藻细胞时,可以有效利用二氧化碳进行碳补充,从而大大降低生产成本。