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    • 1. 发明授权
    • Methods and systems for identifying and localizing objects based on features of the objects that are mapped to a vector
    • 基于映射到向量的对象的特征来识别和定位对象的方法和系统
    • US07958063B2
    • 2011-06-07
    • US11789571
    • 2007-04-25
    • Xi LongW. Louis ClevelandY. Lawrence Yao
    • Xi LongW. Louis ClevelandY. Lawrence Yao
    • G06N5/00
    • G06K9/6269G06K9/00147G06K9/6256
    • A method of identifying and localizing objects belonging to one of three or more classes, includes deriving vectors, each being mapped to one of the objects, where each of the vectors is an element of an N-dimensional space. The method includes training an ensemble of binary classifiers with a CISS technique, using an ECOC technique. For each object corresponding to a class, the method includes calculating a probability that the associated vector belongs to a particular class, using an ECOC probability estimation technique. In another embodiment, increased detection accuracy is achieved by using images obtained with different contrast methods. A nonlinear dimensional reduction technique, Kernel PCA, was employed to extract features from the multi-contrast composite image. The Kernel PCA preprocessing shows improvements over traditional linear PCA preprocessing possibly due to its ability to capture high-order, nonlinear correlations in the high dimensional image space.
    • 一种识别和定位属于三个或更多类中的一个的对象的方法包括导出向量,每个向量被映射到一个对象,其中每个向量是N维空间的元素。 该方法包括使用ECOC技术用CISS技术对二进制分类器进行训练。 对于与类相对应的每个对象,该方法包括使用ECOC概率估计技术来计算关联向量属于特定类的概率。 在另一个实施例中,通过使用用不同对比度方法获得的图像来实现提高的检测精度。 采用非线性尺寸缩小技术Kernel PCA从多重对比度复合图像中提取特征。 内核PCA预处理显示出比传统的线性PCA预处理更好的可能是由于其能够捕获高维非线性相关性的高维图像空间。
    • 3. 发明申请
    • Systems and methods for cutting materials
    • 切割材料的系统和方法
    • US20120132313A1
    • 2012-05-31
    • US11895557
    • 2007-08-24
    • Anubha BhatlaAlessio SalernoNabil SimaanY. Lawrence YaoGerhard Randers-PehrsonGuy Y. GartyAparajita DuttaDavid J. Brenner
    • Anubha BhatlaAlessio SalernoNabil SimaanY. Lawrence YaoGerhard Randers-PehrsonGuy Y. GartyAparajita DuttaDavid J. Brenner
    • B65B3/26
    • C40B30/10C40B60/12
    • Systems and methods for cutting materials are disclosed herein In some embodiments, methods of at least partially severing a capillary vessel can include: focusing a laser on a predetermined point on the capillary vessel, said capillary vessel containing a biological sample; and cutting the capillary vessel using a laser at the predetermined point. In some embodiments, the methods further can include capturing an image of the capillary vessel and analyzing the image to determine the predetermined point. In some embodiments, a beam of the laser can be moved using one or more galvanometric mirrors. In some embodiments, the methods further can include cutting a plurality of capillary vessels using the laser. In some embodiments, the methods can include utilizing a plurality of lasers, and/or further can include rotating the capillary vessel while the laser can be cutting the capillary vessel. In some embodiments, cutting the capillary vessel can include cutting only a portion of the capillary vessel.
    • 用于切割材料的系统和方法在一些实施例中,至少部分地切断毛细管的方法可以包括:将激光聚焦在毛细血管上的预定点上,所述毛细血管容纳生物样品; 以及在预定点处使用激光切割毛细血管。 在一些实施例中,所述方法还可包括捕获毛细管血管的图像并分析图像以确定预定点。 在一些实施例中,可以使用一个或多个电流计反射镜移动激光束。 在一些实施例中,所述方法还可包括使用所述激光切割多个毛细血管。 在一些实施例中,该方法可以包括利用多个激光器,和/或还可以包括旋转毛细血管,同时激光器可以切割毛细血管。 在一些实施例中,切割毛细血管可包括仅切割毛细血管的一部分。
    • 8. 发明授权
    • Systems and methods for high-throughput radiation biodosimetry
    • 用于高通量辐射生物测定法的系统和方法
    • US07822249B2
    • 2010-10-26
    • US11895417
    • 2007-08-24
    • Guy GartyDavid J. BrennerGerhard Randers-PehrsonY. Lawrence YaoNabil SimaanAlessio SalernoAnubha BhatlaJian ZhangOleksandra V. LyulkoAparajita Dutta
    • Guy GartyDavid J. BrennerGerhard Randers-PehrsonY. Lawrence YaoNabil SimaanAlessio SalernoAnubha BhatlaJian ZhangOleksandra V. LyulkoAparajita Dutta
    • G06K9/00
    • C40B30/10C40B60/12
    • Systems and methods for high-throughput radiation biodosimetry are disclosed herein. In some embodiments, a high-throughput methods of analyzing a population for radiation exposure can include, in various possible sequences: marking a first capillary designed to retain a first sample from the population with a first identifier; transporting a plurality of samples to a biodosimetry system; inputting the samples into the biodosimetry system; centrifuging the plurality of samples including the first sample wherein each sample can be retained in a capillary and the first sample can be retained in the first capillary; transferring the plurality of capillaries including the first capillary from the centrifuge to a cutting device using a robotic device; cutting the first capillary; reading the first identifier; transferring at least one portion of the first sample from the first capillary to a well in an array, wherein the array can include one or more filters in a multi-well plate; correlating the first identifier to a location of the array that includes the at least one portion of the first sample; one or more cycles of biological processing, which can include addition of a reagent and/or incubation of a selected temperature such as, for example, 37° C., 4° C., room temperature, and the like; sealing the array; positioning the array adjacent to an imaging element; focusing the imaging element; capturing an image of the first sample in the array; and analyzing the image to determine whether the first sample indicates a level of radiation exposure exceeding a predetermined threshold.
    • 本文公开了用于高通量辐射生物测定法的系统和方法。 在一些实施例中,用于分析用于辐射暴露的群体的高通量方法可以以各种可能的顺序包括:标记设计成用第一标识符从群体保留第一样本的第一毛细管; 将多个样品运送到生物测定系统; 将样品输入生物测定系统; 将包括第一样品的多个样品离心,其中每个样品可以保留在毛细管中,并且第一样品可以保留在第一毛细管中; 使用机器人装置将包括第一毛细管的多个毛细管从离心机转移到切割装置; 切割第一根毛细管; 阅读第一个标识符; 将所述第一样品的至少一部分从所述第一毛细管转移到阵列中的阱,其中所述阵列可以包括多孔板中的一个或多个过滤器; 将所述第一标识符与包括所述第一样本的所述至少一部分的所述阵列的位置相关联; 一个或多个生物处理循环,其可以包括添加试剂和/或选择温度的温育,例如37℃,4℃,室温等; 密封阵列; 将阵列定位成与成像元件相邻; 聚焦成像元件; 捕获阵列中第一个样本的图像; 并分析图像以确定第一样本是否指示超过预定阈值的辐射暴露水平。
    • 9. 发明申请
    • Systems and methods for high-throughput radiation biodosimetry
    • 用于高通量辐射生物测定法的系统和方法
    • US20080181473A1
    • 2008-07-31
    • US11895417
    • 2007-08-24
    • Guy GartyDavid J. BrennerGerhard Randers-PehrsonY. Lawrence YaoNabil SimaanAlessio SalernoAnubha BhatlaJian ZhangOleksandra V. LyulkoAparajita Dutta
    • Guy GartyDavid J. BrennerGerhard Randers-PehrsonY. Lawrence YaoNabil SimaanAlessio SalernoAnubha BhatlaJian ZhangOleksandra V. LyulkoAparajita Dutta
    • G06K9/00
    • C40B30/10C40B60/12
    • Systems and methods for high-throughput radiation biodosimetry are disclosed herein. In some embodiments, a high-throughput methods of analyzing a population for radiation exposure can include, in various possible sequences: marking a first capillary designed to retain a first sample from the population with a first identifier; transporting a plurality of samples to a biodosimetry system; inputting the samples into the biodosimetry system; centrifuging the plurality of samples including the first sample wherein each sample can be retained in a capillary and the first sample can be retained in the first capillary; transferring the plurality of capillaries including the first capillary from the centrifuge to a cutting device using a robotic device; cutting the first capillary; reading the first identifier; transferring at least one portion of the first sample from the first capillary to a well in an array, wherein the array can include one or more filters in a multi-well plate; correlating the first identifier to a location of the array that includes the at least one portion of the first sample; one or more cycles of biological processing, which can include addition of a reagent and/or incubation of a selected temperature such as, for example, 37° C., 4° C., room temperature, and the like; sealing the array; positioning the array adjacent to an imaging element; focusing the imaging element; capturing an image of the first sample in the array; and analyzing the image to determine whether the first sample indicates a level of radiation exposure exceeding a predetermined threshold.
    • 本文公开了用于高通量辐射生物测定法的系统和方法。 在一些实施例中,用于分析用于辐射暴露的群体的高通量方法可以以各种可能的顺序包括:标记设计成用第一标识符从群体保留第一样本的第一毛细管; 将多个样品运送到生物测定系统; 将样品输入生物测定系统; 将包括第一样品的多个样品离心,其中每个样品可以保留在毛细管中,并且第一样品可以保留在第一毛细管中; 使用机器人装置将包括第一毛细管的多个毛细管从离心机转移到切割装置; 切割第一根毛细管; 阅读第一个标识符; 将所述第一样品的至少一部分从所述第一毛细管转移到阵列中的阱,其中所述阵列可以包括多孔板中的一个或多个过滤器; 将所述第一标识符与包括所述第一样本的所述至少一部分的所述阵列的位置相关联; 一个或多个生物处理循环,其可以包括添加试剂和/或选择温度的温育,例如37℃,4℃,室温等; 密封阵列; 将阵列定位成与成像元件相邻; 聚焦成像元件; 捕获阵列中第一个样本的图像; 并分析图像以确定第一样本是否指示超过预定阈值的辐射暴露水平。
    • 10. 发明授权
    • Simulator and optimizer of laser cutting process
    • 激光切割过程的模拟器和优化器
    • US5854751A
    • 1998-12-29
    • US730330
    • 1996-10-15
    • Paul Di PietroY. Lawrence Yao
    • Paul Di PietroY. Lawrence Yao
    • B23K26/03G06F19/00
    • B23K26/38B23K26/034B23K26/123
    • A system and method for stabilizing the cutting front temperature of a laser beam on a workpiece in order to improve the quality of the laser beam cut. The technique and system models the temperature of a virtual grid of nodes on the workpiece's surface and determines the effect of the laser beam on each node's temperature including the creation of the kerf. An optimization technique is then performed on the results from temperature model which creates a power data profile to indicate the correct level of power which the laser should be operated for every point on the laser cut. The technique and system is especially useful when boundary, turns or holes are required where the cutting conditions change creating excessive heat accumulation.
    • 一种用于稳定激光束在工件上的切割前端温度以提高激光束切割质量的系统和方法。 该技术和系统对工件表面上节点的虚拟网格的温度进行建模,并确定激光束对每个节点的温度的影响,包括创建切口。 然后对来自温度模型的结果执行优化技术,该模型产生功率数据轮廓以指示激光器对于激光切割上的每个点应该被操作的正确的功率水平。 当切割条件改变产生过多的热积聚时,需要边界,匝或孔时,该技术和系统特别有用。