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    • 2. 发明申请
    • System for Accelerated MR Image Reconstruction
    • 加速MR图像重建系统
    • US20120081114A1
    • 2012-04-05
    • US13326622
    • 2011-12-15
    • Daniel WellerVivek K. GoyalJonathan Rizzo PolimeniLeo Grady
    • Daniel WellerVivek K. GoyalJonathan Rizzo PolimeniLeo Grady
    • G01R33/56G01R33/34
    • G01R33/5611
    • An MR imaging system uses the multiple RF coils for acquiring corresponding multiple image data sets of the slice. An image data processor comprises at least one processing device conditioned for, generating a composite MR image data set representing a single image in a single non-iterative operation by performing a weighted combination of luminance representative data of individual corresponding pixels of the multiple image data sets in providing an individual pixel luminance value of the composite MR image data set. The image data processor reduces noise in the composite MR image data set by generating a reduced set of significant components in a predetermined transform domain representation of data representing the composite image to provide a de-noised composite MR image data set. An image generator comprises at least one processing device conditioned for, generating a composite MR image using the de-noised composite MR image data set.
    • MR成像系统使用多个RF线圈来获取切片的相应多个图像数据集。 图像数据处理器包括至少一个处理装置,该处理装置被调节为:通过执行多个图像数据集合中各个对应像素的亮度代表数据的加权组合来生成在单个非迭代操作中表示单个图像的复合MR图像数据集 提供复合MR图像数据集合的单独像素亮度值。 图像数据处理器通过在表示合成图像的数据的预定变换域表示中生成缩减的重要分量集合来降低复合MR图像数据集中的噪声,以提供去噪复合MR图像数据集。 图像生成器包括至少一个处理装置,该处理装置被调节为使用去噪合成MR图像数据集生成复合MR图像。
    • 3. 发明授权
    • Methods and apparatus for wireless transmission using multiple description coding
    • 使用多重描述编码的无线传输方法和装置
    • US06983243B1
    • 2006-01-03
    • US09698437
    • 2000-10-27
    • Vivek K. GoyalJelena KovacevicFrancois Masson
    • Vivek K. GoyalJelena KovacevicFrancois Masson
    • G10L19/22H04B1/69H04B7/02
    • H04L1/0057H03M7/30
    • A multiple description coder generates a number of different descriptions of a given portion of a signal in a wireless communication system, using multiple description scalar quantization (MDSQ) or another type of multiple description coding. The different descriptions of the given portion of the signal are then arranged into packets such that at least a first description of the given portion is placed in a first packet and a second description is placed in a second packet. Each of the packets are then transmitted using a frequency hopping modulator, and the hopping rate of the modulator is selected or otherwise configured based at least in part on the number of descriptions generated for the different portions of the signal. For example, in an embodiment in which two descriptions are generated for each portion of the signal, a first description for a current one of the portions of the signal is placed in a current packet along with a second one of the descriptions for a previous portion of the signal, and the frequency hopping rate of the modulator is doubled relative to a hopping rate used for single description transmission.
    • 多描述编码器使用多描述标量量化(MDSQ)或另一类型的多描述编码来生成无线通信系统中信号的给定部分的多个不同描述。 信号的给定部分的不同描述然后被布置成分组,使得给定部分的至少第一描述被放置在第一分组中,并且第二描述被放置在第二分组中。 然后使用跳频调制器发送每个分组,并且至少部分地基于为信号的不同部分生成的描述的数量来选择或以其他方式配置调制器的跳频速率。 例如,在对信号的每个部分生成两个描述的实施例中,对信号的当前部分的第一描述被放置在当前分组中,以及对于前一部分的第二描述 的信号,并且调制器的跳频率相对于用于单个描述传输的跳频速率加倍。
    • 4. 发明授权
    • Multiple description transform coding of images using optimal transforms of arbitrary dimension
    • 使用任意维度的最优变换对图像进行多描述变换编码
    • US06330370B2
    • 2001-12-11
    • US09163655
    • 1998-09-30
    • Vivek K. GoyalJelena KovacevicMartin Vetterli
    • Vivek K. GoyalJelena KovacevicMartin Vetterli
    • G06K936
    • H04S1/00
    • A multiple description (MD) joint source-channel (JSC) encoder in accordance with the invention encodes n components of an image signal for transmission over m channels of a communication medium. In an illustrative embodiment which uses statistical redundancy between the different descriptions of the image signal, the encoder forms vectors from transform coefficients of the image signal separated both in frequency and in space. The vectors may be formed such that the spatial separation between the transform coefficients is maximized. A correlating transform is then applied, followed by entropy coding, grouping as a function of frequency, and application of a cascade transform. In an illustrative embodiment which uses deterministic redundancy between the different descriptions of the image signal, the encoder may apply a linear transform, followed by quantization, to generate the multiple descriptions of the image signal. For example, vectors may be formed from transform coefficients of the image signal so as to include coefficients of like frequency separated in space. The vectors are expanded by multiplication with a frame operator, and then quantized using a step size which may be a function of frequency.
    • 根据本发明的多描述(MD)联合源信道(JSC)编码器对通信介质的m个信道上的图像信号的n个分量进行编码以进行传输。 在使用图像信号的不同描述之间的统计冗余的说明性实施例中,编码器从在频率和空间中分离的图像信号的变换系数形成向量。 可以形成向量,使得变换系数之间的空间间隔最大化。 然后应用相关变换,随后进行熵编码,作为频率的函数的分组以及级联变换的应用。 在使用图像信号的不同描述之间的确定性冗余的说明性实施例中,编码器可以应用线性变换,随后进行量化,以产生图像信号的多个描述。 例如,矢量可以由图像信号的变换系数形成,以便包括在空间中分离的相似频率的系数。 通过与帧运算符相乘来扩展向量,然后使用可能是频率函数的步长进行量化。
    • 5. 发明授权
    • Method and apparatus for reduced complexity entropy coding
    • 降低复杂度熵编码的方法和装置
    • US06198412B1
    • 2001-03-06
    • US09234562
    • 1999-01-20
    • Vivek K. Goyal
    • Vivek K. Goyal
    • H03M740
    • H03M7/3082H03M7/30H03M7/40
    • Transform encoding techniques are disclosed which permit reductions in entropy coding memory requirements. In an illustrative embodiment, a selected discrete linear transform is applied to a discrete-valued version of an information signal to be encoded. The transform is selected such that it produces a transformed output that can be entropy coded using a reduced codeword memory without a substantial increase in entropy coding rate. The entropy coding may be, for example, scalar entropy coding which independently codes each of the components of the transformed discrete-valued version of the information signal, using a single entropy codebook for all of the components to be encoded. As another example, the entropy coding may utilize scalar entropy coding for a first subset of the components of the transformed discrete-valued version of the information signal, using a first codebook for each of the subset of components to be encoded, and vector entropy coding for a second subset of the components, using a second, larger codebook for each of the vectors to be encoded. Other types of entropy coding can also be improved through appropriate selection of the discrete transform.
    • 公开了允许减少熵编码存储器要求的变换编码技术。 在说明性实施例中,将选择的离散线性变换应用于待编码的信息信号的离散值版本。 选择变换使得其产生可以使用缩减的码字存储器进行熵编码的变换输出,而不会大大增加熵编码率。 熵编码可以是例如标量熵编码,其使用用于要编码的所有要分量的单熵码本独立地对信息信号的经变换的离散值版本的每个分量进行编码。 作为另一示例,熵编码可以利用信息信号的变换离散值版本的分量的第一子集的标量熵编码,使用要编码的分量子集中的每一个的第一码本,以及矢量熵编码 对于组件的第二子集,对要编码的每个矢量使用第二较大的码本。 还可以通过适当选择离散变换来改进其他类型的熵编码。
    • 8. 发明授权
    • Multiple description transform coding using optimal transforms of arbitrary dimension
    • 使用任意维度的最优变换进行多描述变换编码
    • US06345125B2
    • 2002-02-05
    • US09030488
    • 1998-02-25
    • Vivek K. GoyalJelena Kovacevic
    • Vivek K. GoyalJelena Kovacevic
    • G06K936
    • H04S1/00
    • A multiple description (MD) joint source-channel (JSC) encoder in accordance with the invention encodes n components of a signal for transmission over in channels of a communication medium. In illustrative embodiments, the invention provides optimal or near-optimal transforms for applications in which at least one of n and m is greater than two, and applications in which the failure probabilities of the m channels are non-independent and non-equivalent. The signal to be encoded may be a data signal, a speech signal, an audio signal, an image signal, a video signal or other type of signal, and each of the m channels may correspond to a packet or a group of packets to be transmitted over the medium. A given n×m transform implemented by the MD JSC encoder may be in the form of a cascade structure of several transforms each having dimension less than n×m. The transform may also be configured to provide a substantially equivalent rate for each of the m channels.
    • 根据本发明的多描述(MD)联合源信道(JSC)编码器编码用于在通信介质的信道中传输的信号的n个分量。 在说明性实施例中,本发明为n和m中的至少一个大于2的应用以及m个信道的故障概率是非独立的和非等价的应用提供了最佳或接近最佳的变换。 要编码的信号可以是数据信号,语音信号,音频信号,图像信号,视频信号或其他类型的信号,并且每个m个信道可以对应于要被分组的分组或一组分组 通过介质传输。 由MD JSC编码器实现的给定的nxm变换可以是各自具有小于n×m的维度的几个变换的级联结构的形式。 该变换还可以被配置为为m个通道中的每个通道提供基本相等的速率。
    • 9. 发明申请
    • System for Accelerated Magnetic Resonance Imaging Using Parallel Coils
    • 使用平行线圈加速磁共振成像系统
    • US20130207652A1
    • 2013-08-15
    • US13633908
    • 2012-10-03
    • Daniel WellerLeo GradyLawrence WaldVivek K. Goyal
    • Daniel WellerLeo GradyLawrence WaldVivek K. Goyal
    • G01R33/341G01R33/58
    • G01R33/5611
    • An MR imaging system uses multiple RF coils for acquiring corresponding multiple image data sets of a slice or volume of patient anatomy. An image data processor comprises at least one processing device conditioned for, deriving a first set of weights for weighted combination of k-space data of the multiple image data sets for generating a calibration data set comprising a subset of k-space data of composite image data representing the multiple image data sets. The image data processor uses the calibration data set in generating a first MR image data set, deriving the parameters of a probability distribution in response to the first set of weights and the first MR image data set and deriving a second set of weights and second MR image data set together using the probability distribution.
    • MR成像系统使用多个RF线圈来获取患者解剖结构的切片或体积的相应的多个图像数据集。 图像数据处理器包括至少一个处理装置,该处理装置被调节为:为多个图像数据集的k空间数据的加权组合推导第一组加权,以产生包括合成图像的k空间数据子集的校准数据集 表示多个图像数据集的数据。 图像数据处理器使用校准数据集来生成第一MR图像数据集,响应于第一组权重和第一MR图像数据集导出概率分布的参数并导出第二组权重和第二MR 使用概率分布将图像数据集合在一起。
    • 10. 发明申请
    • SYSTEM AND METHOD FOR DIFFUSE IMAGING WITH TIME-VARYING ILLUMINATION INTENSITY
    • 用于具有时变照明强度的差分成像的系统和方法
    • US20130044213A1
    • 2013-02-21
    • US13572768
    • 2012-08-13
    • Ghulam Ahmed KirmaniVivek K. Goyal
    • Ghulam Ahmed KirmaniVivek K. Goyal
    • H04N7/18
    • G03B39/00G01J1/0437G01J1/08G01J1/4228G03B39/005G06T5/50G06T2207/10152G06T2207/20221
    • Diffuse image measurement system and digital image formation method. The system includes a source of light with time-varying intensity directed at a scene to be imaged. A time-resolved light meter is provided for receiving light reflected from the scene to generate time-resolved samples of the intensity of light incident at the light meter. The temporal variation in the intensity of light incident at the light meter is associated with a function of a radiometric property of the scene, such as a linear functional of reflectance, and a computer processes the samples to construct a digital image. The spatial resolution of the digital image is finer than the spatial support of the illumination on the scene and finer than the spatial support of the sensitivity of the light meter. Using appropriate light sources instead of impulsive illumination significantly improves signal-to-noise ratio and reconstruction quality.
    • 漫射图像测量系统和数字图像形成方法。 该系统包括指向要成像的场景的时变强度的光源。 提供时间分辨的光度计用于接收从场景反射的光,以产生入射在光计上的光的强度的时间分辨的样本。 在光度计处入射的光的强度的时间变化与场景的辐射特性的函数(诸如反射率的线性函数)相关联,并且计算机处理样本以构建数字图像。 数字图像的空间分辨率比现场照明的空间支持更精细,比光度计的灵敏度的空间支持更精细。 使用适当的光源而不是脉冲照明显着提高了信噪比和重建质量。