公开(公告)号：US20140040279A1

公开(公告)日：2014-02-06

申请号：US13565257

申请日：2012-08-02

申请人： Alina Beygelzimer ,  Nicholas Mastronarde ,  Srinivasan Parthasarathy ,  Anton V. Riabov ,  Deepak Turaga ,  Octavian Udrea

发明人： Alina Beygelzimer ,  Nicholas Mastronarde ,  Srinivasan Parthasarathy ,  Anton V. Riabov ,  Deepak Turaga ,  Octavian Udrea

IPC分类号： G06F17/30

CPC分类号： G06F16/00 ,  H04L41/145 ,  H04L43/026 ,  H04L43/04 ,  H04L63/1408

摘要： A method for automated data exploration including selecting a plurality of analytic flows from an analytic flow pattern, executing a task, wherein the task is tracked by the plurality of analytic flows, receiving feedback for each of the plurality of analytic flows, determining a performance score for each of the plurality of analytic flows, and adjusting the flow according to the performance score.

摘要翻译： 一种用于自动数据探索的方法，包括从分析流程模式中选择多个分析流程，执行任务，其中所述任务由所述多个分析流程跟踪，为所述多个分析流程中的每一个接收反馈，确定绩效分数 对于多个分析流中的每一个，并且根据性能分数调整流。

公开(公告)号：US08572107B2

公开(公告)日：2013-10-29

申请号：US13316178

申请日：2011-12-09

申请人： Wei Fan ,  Jing Gao ,  Srinivasan Parthasarathy ,  Deepak Turaga

发明人： Wei Fan ,  Jing Gao ,  Srinivasan Parthasarathy ,  Deepak Turaga

IPC分类号： G06F17/30

CPC分类号： G06F17/30598 ,  G11B27/32

摘要： A horizontal anomaly detection method includes receiving at plurality of objects described in a plurality of information sources, wherein each individual information source captures a plurality of similarity relationships between the objects, combining the information sources to determine a similarity matrix whose entries represent quantitative scores of similarity between pairs of the objects, and identifying at least one horizontal anomaly of the objects within the similarity matrix, wherein the horizontal anomalies are anomalous relationships across the plurality of information sources.

摘要翻译： 水平异常检测方法包括在多个信息源中描述的多个对象处接收，其中每个单独的信息源捕获对象之间的多个相似关系，组合信息源以确定其条目表示相似度的定量分数的相似性矩阵 在所述对象之间，并且识别所述相似性矩阵内的对象的至少一个水平异常，其中所述水平异常是所述多个信息源之间的异常关系。

公开(公告)号：US20130151543A1

公开(公告)日：2013-06-13

申请号：US13316178

申请日：2011-12-09

申请人： Wei Fan ,  Jing Gao ,  Srinivasan Parthasarathy ,  Deepak Turaga

发明人： Wei Fan ,  Jing Gao ,  Srinivasan Parthasarathy ,  Deepak Turaga

IPC分类号： G06F17/30

CPC分类号： G06F17/30598 ,  G11B27/32

摘要： A horizontal anomaly detection method includes receiving at plurality of objects described in a plurality of information sources, wherein each individual information source captures a plurality of similarity relationships between the objects, combining the information sources to determine a similarity matrix whose entries represent quantitative scores of similarity between pairs of the objects, and identifying at least one horizontal anomaly of the objects within the similarity matrix, wherein the horizontal anomalies are anomalous relationships across the plurality of information sources.

摘要翻译： 水平异常检测方法包括在多个信息源中描述的多个对象处接收，其中每个单独的信息源捕获对象之间的多个相似关系，组合信息源以确定其条目表示相似度的定量分数的相似性矩阵 在所述对象之间，并且识别所述相似性矩阵内的对象的至少一个水平异常，其中所述水平异常是所述多个信息源之间的异常关系。

公开(公告)号：US20070265848A1

公开(公告)日：2007-11-15

申请号：US11383199

申请日：2006-05-13

申请人： Upendra Chaudhari ,  Hsin Tseng ,  Deepak Turaga ,  Olivier Verscheure

发明人： Upendra Chaudhari ,  Hsin Tseng ,  Deepak Turaga ,  Olivier Verscheure

IPC分类号： G10L15/00

CPC分类号： G10L17/06

摘要： A system, method and computer program product for classification of an analog electrical signal using statistical models of training data. A technique is described to quantize the analog electrical signal in a manner which maximizes the compression of the signal while simultaneously minimizing the diminution in the ability to classify the compressed signal. These goals are achieved by utilizing a quantizer designed to minimize the loss in a power of the log-likelihood ratio. A further technique is described to enhance the quantization process by optimally allocating a number of bits for each dimension of the quantized feature vector subject to a maximum number of bits available across all dimensions.

摘要翻译： 一种使用训练数据的统计模型对模拟电信号进行分类的系统，方法和计算机程序产品。 描述了一种技术来以使信号压缩最大化的方式对模拟电信号进行量化，同时最小化对压缩信号进行分类的能力的减小。 这些目标通过利用设计用于最小化对数似然比的功率损失的量化器来实现。 描述了另一种技术，以通过对经过所有维度可用的最大位数的量化特征向量的每个维度最佳地分配位数来增强量化过程。

公开(公告)号：US20060215676A1

公开(公告)日：2006-09-28

申请号：US11090616

申请日：2005-03-25

申请人： Krishna Ratakonda ,  Deepak Turaga ,  Peter Westerink

发明人： Krishna Ratakonda ,  Deepak Turaga ,  Peter Westerink

IPC分类号： H04L12/56

CPC分类号： H04L47/10 ,  H04L47/32 ,  H04L47/38 ,  H04L47/50 ,  H04L47/56 ,  H04L47/6255

摘要： A system and method that selects among multiple encodings of the same content to adapt to available bandwidth and meet delay constraints by minimizing the switching lag is disclosed. The system and method include one buffer serving multiple data streams and a switching device. The switching device switches between the multiple data streams and discards data from the buffer that does not belong to a new stream to eliminate switching lag after a switching decision has been made.

公开(公告)号：US20070053445A1

公开(公告)日：2007-03-08

申请号：US10573081

申请日：2004-09-21

申请人： Mihaela Schaar ,  Deepak Turaga

发明人： Mihaela Schaar ,  Deepak Turaga

IPC分类号： H04B1/66 ,  H04L1/00

CPC分类号： H04N21/2402 ,  H04N19/102 ,  H04N19/136 ,  H04N19/166 ,  H04N19/169 ,  H04N19/196 ,  H04N19/37 ,  H04N19/61 ,  H04N19/895 ,  H04N21/23418 ,  H04N21/2389 ,  H04N21/4385 ,  H04N21/631

摘要： A system and method is provided for adaptively changing as error protection strategy for a digital video transmission depending upon the characteristics of a transmission channel (120). A video classification processor (210) located in a video encoder (114) analyzes a video sequence and (1) determines priority classes for video data packets based on objective criteria, and (2) determines sequence dependent features of the video sequence, and (3) classifies the video data packets in sub-priorities based on the sequence dependent features of the video sequence. The system can also re-classify video data packet priorities based on objective criteria using either the sequence dependent features of the video sequence or an error concealment algorithm.

摘要翻译： 提供一种系统和方法，用于根据传输信道（120）的特性自适应地改变为用于数字视频传输的错误保护策略。 位于视频编码器（114）中的视频分类处理器（210）分析视频序列，（1）基于客观标准确定视频数据分组的优先等级，以及（2）确定视频序列的序列相关特征， 3）基于视频序列的依赖于相关特征的子优先级对视频数据分组进行分类。 该系统还可以使用视频序列的序列相关特征或错误隐藏算法，基于客观标准来重新分类视频数据分组优先级。

公开(公告)号：US20060256867A1

公开(公告)日：2006-11-16

申请号：US10526861

申请日：2003-08-29

申请人： Deepak Turaga ,  Mihaela Van Der Schaar

发明人： Deepak Turaga ,  Mihaela Van Der Schaar

IPC分类号： H04N11/02

CPC分类号： H04N19/577 ,  H04N19/39 ,  H04N19/65 ,  H04N19/89

摘要： A multiple description coding method is applied to video, and optimized to preclude transmission to the decoder of mismatch correction information that applies to portions of a frame outside a region of interest. Additional bit efficiency is realized by selectively updating, based on video content, the weighting of prediction frames motion compensated from corresponding frames used in estimating a current frame. Frequency of update is adaptively determined based on the realized increased accuracy of prediction and concomitant residual image bit savings as compared, in tradeoff, with the need to more frequently transmit the updated weights to the receiver.

摘要翻译： 将多重描述编码方法应用于视频，并且被优化以排除适用于感兴趣区域外的帧的部分的不匹配校正信息的解码器的传输。 通过基于视频内容选择性地更新从用于估计当前帧的相应帧中补偿的预测帧的加权来实现额外的比特效率。 相比之下，基于实现的增加的预测精度和伴随的残留图像比特节省来自适应地确定更新频率，在折衷中，需要更频繁地将更新的权重发送到接收机。

公开(公告)号：US20060093031A1

公开(公告)日：2006-05-04

申请号：US10523434

申请日：2003-07-24

申请人： Mihaela Van Der Schaar ,  Deepak Turaga

发明人： Mihaela Van Der Schaar ,  Deepak Turaga

IPC分类号： H04N11/04 ,  H04N11/02 ,  H04N7/12 ,  H04B1/66

CPC分类号： H04N19/61

摘要： An improved multiple description coding (MDC) method and apparatus is provided which extends multi-description motion compensation (MDMC) by allowing for multi-frame prediction and is not limited to only I and P frames. Further, the coding method of the invention extends MDMC for use with any conventional predictive codec, such as, for example, MPEG2/4 and H.26L. The improved MDC permits the use of any conventional predictive coder for use as a top and bottom predictive encoder. Further, the top and bottom predictive coders can advantageously include B-frames and multiple prediction motion compensation. Still further, any of the top, middle and bottom predictive encoders can be a scalable encoder (e.g., FGS-like or data-partitioning like where the motion vectors (MVs) are sent first, temporal scalability etc.).

摘要翻译： 提供了一种改进的多描述编码（MDC）方法和装置，其通过允许多帧预测来扩展多描述运动补偿（MDMC），并且不限于仅I帧和P帧。 此外，本发明的编码方法扩展了MDMC以用于任何常规的预测编解码器，例如MPEG2 / 4和H.26L。 改进的MDC允许使用任何常规的预测编码器用作顶部和底部预测编码器。 此外，顶部和底部预测编码器可以有利地包括B帧和多个预测运动补偿。 另外，顶部，中间和底部预测编码器中的任何一个可以是可伸缩的编码器（例如，像运动矢量（MV）首先被发送，时间可伸缩性等那样的类似FGS或数据分区）。

公开(公告)号：US20070160127A1

公开(公告)日：2007-07-12

申请号：US11328892

申请日：2006-01-10

申请人： Krishna Ratakonda ,  Deepak Turaga ,  Peter Westerink

发明人： Krishna Ratakonda ,  Deepak Turaga ,  Peter Westerink

IPC分类号： H04B1/66 ,  H04J3/22

CPC分类号： H04N21/23439 ,  H04N19/159 ,  H04N19/164 ,  H04N19/172 ,  H04N19/587 ,  H04N19/61 ,  H04N21/2662

摘要： An apparatus and corresponding method are provided for selecting one of several alternate input streams for transmission, the method including determining bandwidth requirements for each of the alternate input streams, measuring bandwidth currently available for transmission, and selecting for transmission one of the alternate input streams that has the highest determined bandwidth requirement less than or equal to the measured bandwidth currently available for transmission.

摘要翻译： 提供了一种装置和相应方法，用于选择若干替代输入流中的一个以进行传输，所述方法包括确定每个替代输入流的带宽需求，测量当前可用于传输的带宽，以及选择传输替代输入流之一， 具有小于或等于当前可用于传输的测量带宽的最高确定带宽要求。

公开(公告)号：US20060294113A1

公开(公告)日：2006-12-28

申请号：US10569254

申请日：2004-08-17

申请人： Deepak Turaga ,  Mihaela Schaar

发明人： Deepak Turaga ,  Mihaela Schaar

IPC分类号： G06F7/00

CPC分类号： H04N19/615 ,  H04N19/13 ,  H04N19/147 ,  H04N19/51 ,  H04N19/517 ,  H04N19/52 ,  H04N19/53 ,  H04N19/56 ,  H04N19/567 ,  H04N19/57 ,  H04N19/577 ,  H04N19/61 ,  H04N19/63

摘要： Several prediction and coding schemes are combined to optimize performance in terms of the rate-distortion-complexity tradeoffs. Certain schemes for temporal prediction and coding of Motion Vectors (MVs) are combined with a new coding paradigm of over complete wavelet video coding. Two prediction and coding schemes are set forth herein. A first prediction and coding scheme employs prediction across spatial scales. A second prediction and coding scheme employs a motion vector prediction and coding across different orientation sub-bands. A video coding scheme utilizes joint prediction and coding to optimize the rate, distortion and the complexity simultaneously.

摘要翻译： 组合了几种预测和编码方案，以便在速率 - 失真 - 复杂度权衡方面优化性能。 用于运动向量（MV）的时间预测和编码的某些方案与完整的小波视频编码的新的编码范例相结合。 本文阐述了两种预测和编码方案。 第一预测和编码方案采用跨越空间尺度的预测。 第二预测和编码方案采用横跨不同取向子带的运动矢量预测和编码。 视频编码方案利用联合预测和编码来同时优化速率，失真和复杂度。