-
公开(公告)号：US20210035313A1
公开(公告)日：2021-02-04
申请号：US17060504
申请日：2020-10-01
Applicant: SAS Institute Inc.
Inventor： Hamza Mustafa Ghadyali , Kedar Shriram Prabhudesai , Jonathan Lee Walker , Xunlei Wu , Xingqi Du , Bahar Biller , Mohammadreza Nazari , Afshin Oroojlooyjadid , Alexander Richard Phelps , Davood Hajinezhad , Varunraj Valsaraj , Jorge Manuel Gomes da Silva , Jinxin Yi
Abstract: A computing system responsive to obtaining original image data, detects a set of data point(s), in the original image data, that indicates an object. The system determines, based on the set of data point(s), a set of pixels associated with the object in the original image data. The system generates an alternative visual identifier for the object that provides a unique identifier for the set of pixels absent in the original image data. The system generates, autonomously from intervention by any user of the computing system, pixel information to conceal feature(s) of the object. The system obtains modified image data comprising the alternative visual identifier. The modified image data further comprises the feature(s) of the object in the original image data visually concealed in the modified image data according to the pixel information. The system outputs an image representation of a trajectory of the object through the modified image data.
-
2.发明申请公开(公告)号：US20140330827A1
公开(公告)日：2014-11-06
申请号：US14270297
申请日：2014-05-05
Applicant: SAS INSTITUTE INC.
Inventor： Xunlei Wu , Oliver Schabenberger
IPC: G06F17/30
CPC classification number: G06F17/30598 , G06F17/30536 , G06F17/30584
Abstract: This disclosure describes methods, systems, computer-readable media, and apparatuses for efficiently calculating group-by statistics. A data set that includes multiple entries is accessed. The multiple entries are grouped into group-by subsets which are formed on two or more group-by variables and which are subsets are subsets of the data set. Cardinality data is determined for each of the group-by subsets, wherein cardinality data represents a number of entries in a group-by subset. At least one summary of data in each of the group-by subsets is generated, wherein each of the summaries includes the cardinality data determined for the group-by subset. Objects for the group-by subsets are initialized such that the objects store the summaries. The objects may then be used to generate multiple statistical summaries of the data set.
Abstract translation: 本公开描述了用于有效地计算分组统计的方法，系统，计算机可读介质和装置。 访问包含多个条目的数据集。 多个条目被分组成在两个或更多个分组变量上形成的分组子集，并且哪些子集是数据集的子集。 确定每个逐个子集的基数数据，其中基数数据表示逐个子集中的条目数。 生成每个分组子集中的数据的至少一个摘要，其中每个概要包括为逐个子集确定的基数。 初始化group-by子集的对象，使对象存储摘要。 然后可以使用对象来生成数据集的多个统计摘要。
-
公开(公告)号：US10311128B2
公开(公告)日：2019-06-04
申请号：US16140931
申请日：2018-09-25
Applicant: SAS Institute Inc.
Inventor： Xinmin Wu , Xiangqian Hu , Tao Wang , Xunlei Wu
IPC: G06F17/18
Abstract: A computing device computes a quantile value. A maximum value and a minimum value are computed for unsorted variable values to compute an upper bin value and a lower bin value for each bin of a plurality of bins. A frequency counter is computed for each bin by reading the unsorted variable values a second time. A bin number and a cumulative rank value are computed for a quantile. When an estimated memory usage value exceeds a predefined memory size constraint value, a subset of the plurality of bins are split into a plurality of bins, the frequency counter is recomputed for each bin, and the bin number and the cumulative rank value are recomputed. Frequency data is computed using the frequency counters. The quantile value is computed using the frequency data and the cumulative rank value for the quantile and output.
-
公开(公告)号：US10127192B1
公开(公告)日：2018-11-13
申请号：US15961373
申请日：2018-04-24
Applicant: SAS Institute Inc.
Inventor： Xiangqian Hu , Xinmin Wu , Tao Wang , Xunlei Wu
Abstract: A computing device computes a quantile value. A maximum value and a minimum value are computed for unsorted variable values. An upper bin value and a lower bin value are computed for each bin of a plurality of bins using the maximum and minimum values. A frequency counter is computed for each bin by reading the unsorted variable values a second time. Each frequency counter is a count of the variable values within a respective bin. A bin number and a cumulative rank value are computed for a quantile. The bin number identifies a specific within which a quantile value associated with the quantile is located. The cumulative rank value identifies a cumulative rank for the quantile value associated with the quantile. Frequency data is computed using the frequency counters. The quantile value is computed using the frequency data and the cumulative rank value for the quantile and output.
-
公开(公告)号：US09633104B2
公开(公告)日：2017-04-25
申请号：US14270297
申请日：2014-05-05
Applicant: SAS INSTITUTE INC.
Inventor： Xunlei Wu , Oliver Schabenberger
IPC: G06F17/30
CPC classification number: G06F17/30598 , G06F17/30536 , G06F17/30584
Abstract: This disclosure describes methods, systems, computer-readable media, and apparatuses for efficiently calculating group-by statistics. A data set that includes multiple entries is accessed. The multiple entries are grouped into group-by subsets which are formed on two or more group-by variables and which are subsets are subsets of the data set. Cardinality data is determined for each of the group-by subsets, wherein cardinality data represents a number of entries in a group-by subset. At least one summary of data in each of the group-by subsets is generated, wherein each of the summaries includes the cardinality data determined for the group-by subset. Objects for the group-by subsets are initialized such that the objects store the summaries. The objects may then be used to generate multiple statistical summaries of the data set.
-
Patent Agency Ranking
公开(公告)号：US11176691B2
公开(公告)日：2021-11-16
申请号：US17060260
申请日：2020-10-01
Applicant: SAS Institute Inc.
Inventor： Hamza Mustafa Ghadyali , Kedar Shriram Prabhudesai , Mohammadreza Nazari , Bahar Biller , Afshin Oroojlooyjadid , Alexander Richard Phelps , Jonathan Lee Walker , Xunlei Wu , Xingqi Du , Davood Hajinezhad , Varunraj Valsaraj , Jorge Manuel Gomes da Silva , Jinxin Yi
Abstract: A computing system obtains image data representing images. Each of the images is captured at different time points of a physical environment. The physical environment comprises a first object and a second object. The computing system executes a control system to augment the physical environment. The control system detects a group forming in the images. The control system tracks an aspect of a movement, of a given object, in the group. The control system simulates the physical environment and the movement, of the given object, in the group in a simulated environment. The control system evaluates simulated actions in the simulated environment for a predefined objective for the physical environment. The predefined objective is related to an interaction between objects in the group. The control system generates based on evaluated simulated actions and autonomously from involvement by any user of the control system, an indication to augment the physical environment.
-
公开(公告)号：US11055861B2
公开(公告)日：2021-07-06
申请号：US17060957
申请日：2020-10-01
Applicant: SAS Institute Inc.
Inventor： Mohammadreza Nazari , Afshin Oroojlooyjadid , Alexander Richard Phelps , Davood Hajinezhad , Bahar Biller , Jonathan Lee Walker , Hamza Mustafa Ghadyali , Kedar Shriram Prabhudesai , Xunlei Wu , Xingqi Du , Jorge Manuel Gomes da Silva , Varunraj Valsaraj , Jinxin Yi
Abstract: A computing system receives historical data. The historical data comprises physical actions taken in an experiment in a physical environment. The experiment comprises user-defined stages. The historical data comprises a recorded outcome, according to user-defined performance indicator(s) related to the user-defined stages, for each physical action taken in the experiment. The system generates, by a discrete event simulator, a computing representation of a simulated environment of the physical environment. The simulated environment comprises processing stages. The system obtains simulation data. The simulation data comprises simulated actions taken by the discrete event simulator. The simulation data comprises a predicted outcome, according to user-defined performance indicator(s) related to the processing stages, for each simulated action taken by the discrete event simulator. The system validates accuracy of the discrete event simulator at predicting the recorded outcome in the experiment. The system trains a computing agent according to a sequential decision-making algorithm.
-
公开(公告)号：US20210004953A1
公开(公告)日：2021-01-07
申请号：US16863093
申请日：2020-04-30
Applicant: SAS INSTITUTE INC.
Inventor： Sharmin Pathan , Hamza Mustafa Ghadyali , Xunlei Wu , Ivan Borges Oliveira
IPC: G06T7/00 , G05B19/418 , G06N3/08 , G06F16/9035
Abstract: A computing system obtains image data capturing first and second objects. The system determines, based on user-identified data points, boundaries of the objects and generates a component of a dataset by computing a first data value related to an attribute of a key point in the first image; and computing a second data value related to an attribute of a key point in the first image. The system generates a second component of the dataset, the second component representing updated relative information between the first and second object by generating predicted changes in the first data value and second data value for the second image. The system computes a third data value and a fourth data value related to respective data points in a first and second polygon in the second image. The generating the updated relative information is based on the predicted changes and computed values.
-
9.发明申请公开(公告)号：US20190129919A1
公开(公告)日：2019-05-02
申请号：US16140931
申请日：2018-09-25
Applicant: SAS Institute Inc.
Inventor： Xinmin Wu , Xiangqian Hu , Tao Wang , Xunlei Wu
IPC: G06F17/18
Abstract: A computing device computes a quantile value. A maximum value and a minimum value are computed for unsorted variable values to compute an upper bin value and a lower bin value for each bin of a plurality of bins. A frequency counter is computed for each bin by reading the unsorted variable values a second time. A bin number and a cumulative rank value are computed for a quantile. When an estimated memory usage value exceeds a predefined memory size constraint value, a subset of the plurality of bins are split into a plurality of bins, the frequency counter is recomputed for each bin, and the bin number and the cumulative rank value are recomputed. Frequency data is computed using the frequency counters. The quantile value is computed using the frequency data and the cumulative rank value for the quantile and output.
-
公开(公告)号：US11176692B2
公开(公告)日：2021-11-16
申请号：US17060504
申请日：2020-10-01
Applicant: SAS Institute Inc.
Inventor： Hamza Mustafa Ghadyali , Kedar Shriram Prabhudesai , Jonathan Lee Walker , Xunlei Wu , Xingqi Du , Bahar Biller , Mohammadreza Nazari , Afshin Oroojlooyjadid , Alexander Richard Phelps , Davood Hajinezhad , Varunraj Valsaraj , Jorge Manuel Gomes da Silva , Jinxin Yi
Abstract: A computing system responsive to obtaining original image data, detects a set of data point(s), in the original image data, that indicates an object. The system determines, based on the set of data point(s), a set of pixels associated with the object in the original image data. The system generates an alternative visual identifier for the object that provides a unique identifier for the set of pixels absent in the original image data. The system generates, autonomously from intervention by any user of the computing system, pixel information to conceal feature(s) of the object. The system obtains modified image data comprising the alternative visual identifier. The modified image data further comprises the feature(s) of the object in the original image data visually concealed in the modified image data according to the pixel information. The system outputs an image representation of a trajectory of the object through the modified image data.
-
-
-
-
-
-
-
-
-
Search Results
15
records
(took 0.119 seconds)
