Abstract: Methods and systems for data visualization include comparing a random value to opacity values along a plurality of rays to determine a stopping point for each ray in a three-dimensional dataset. An expected brightness is determined for each ray based on a brightness value at the stopping point of each ray. An image is generated that visualizes the three-dimensional dataset based on the expected brightness for each ray.

Abstract: A method detects sports highlights for an event involving players and a play object. The method calculates a covariance matrix characterizing a two-dimensional variation of a multivariate probability distribution presumed for the players relative to a spatiotemporal tracking dataset corresponding to the players. The method calculates an area S occupied by the distribution as a function S(t) based on Eigenvalues calculated from the covariance matrix, derives a differential of the function 5(t) and obtains an absolute value of the differential using a function f(t). The method defines a function g(t) relative to a threshold tthreshold. The function g(t) assigns a first or second value responsive to a current time t meeting or exceeding, respectively, the threshold tthreshold. The method outputs as the sports highlight, a highest value from among local peaks extracted from a convolution of the functions f(t) and g(t) and being within a range of the threshold tthreshold.

Abstract: Embodiments of the present disclosure provide a method for testing performance of GPU, a terminal device and a storage medium. The method comprises: capturing a target scene from a 3D scene model by a main camera in the 3D scene model; determining an execution sequence of functions in a script object of the target object and determining a target rendering process according to the execution sequence; obtaining a target image via the target rendering process, and incrementing a rendering execution number i by 1; moving the main camera, capturing a new scene to update the target scene and iterating the above steps until i is equal to j; obtaining a time period T for completing j target rendering processes, and determining a target performance parameter according to j and T; and determining a performance test result of the GPU according to the target performance parameter and a performance criterion parameter.

Abstract: A cascading convolutional neural network (CCNN) comprising a plurality of convolutional neural networks (CNNs) that are trained by weighting training data based on loss values of each training datum between CNNs of the CCN. The CCNN can receiving an input image from plurality of images, classify the input image using the CCNN, and present a classification of the input image.

Abstract: A cascading convolutional neural network (CCNN) comprising a plurality of convolutional neural networks (CNNs) that are trained by weighting training data based on loss values of each training datum between CNNs of the CCN. The CCNN can receiving an input image from plurality of images, classify the input image using the CCNN, and present a classification of the input image.

Abstract: Systems and methods for assessing similarity of documents are provided. Embodiments of the systems and methods include extracting a reference document text from a reference document, extracting an archived document text from an archived document, and quantifying the reference document and the archived document. The systems and methods may also include determining a document similarity value of the quantified reference document and the archived document. Determining the document similarity value includes calculating a set of vector similarity values for a set of combinations of a reference document text vector and an archived document text vector, and calculating the document similarity value, including a sum of the plurality of vector similarity values.

Abstract: A method and device for detecting radioactive sources is disclosed. In one aspect, an example method includes measuring, by a detector, a count rate curve of an inspection object while the inspection object moves through the detector. Pattern recognition is performed on the count rate curve. Whether there are radioactive sources in the inspection object is determined according to a result of the pattern recognition, and if there are radioactive sources in the inspection object, a type of the radioactive sources is determined.

Abstract: A method for document similarity analysis. The method includes generating a reference document content identifier for a reference document, including identifying frequently occurring terms in reference document content, encoding each frequently occurring term in a term identifier and combining the term identifiers to form the reference document content identifier associated with the reference document. The method also includes obtaining at least one document similarity value by comparing the reference document content identifier to a set of archived document content identifiers stored in a document repository.

Abstract: A balanced planar antenna having at least one mmWave resonant frequency includes a ground plane, first and second antenna elements, an arm that connects the second antenna element to the ground plane, a feed line connected to the first antenna element and for feeding a radio frequency signal to the first antenna element, and a balun that connects the first antenna element to the ground plane. The ground plane, first antenna element, second antenna element, arm, feed line and balun each are disposed on a substrate and are coplanar.

Abstract: Systems and methods for assessing similarity of documents are provided. Embodiments of the systems and methods include extracting a reference document text from a reference document, extracting an archived document text from an archived document, and quantifying the reference document and the archived document. The systems and methods may also include determining a document similarity value of the quantified reference document and the archived document. Determining the document similarity value includes calculating a set of vector similarity values for a set of combinations of a reference document text vector and an archived document text vector, and calculating the document similarity value, including a sum of the plurality of vector similarity values.

Abstract: An image processing method includes: determining a candidate track in an image of a road, wherein the candidate track is modelled as a parameterized line or curve corresponding to a candidate lane marking in the image of a road; dividing the candidate track into a plurality of cells, each cell corresponding to a segment of the candidate track; determining at least one marklet for a plurality of said cells, wherein each marklet of a cell corresponds to a line or curve connecting left and right edges of the candidate lane marking; determining at least one local feature of each of said plurality of cells based on characteristics of said marklets; determining at least one global feature of the candidate track by aggregating the local features of the plurality of cells; and determining if the candidate lane marking represents a lane marking based on the at least one global feature.

Abstract: A device for searching for a lane on which a vehicle can drive, wherein the device is configured to receive an image captured by a camera, the image showing an area in front of the vehicle, detect lane markings in the image, determine for each of the lane markings if the respective lane marking is of a first type indicating a road condition of a first type or a second type indicating a road condition of a second type, create lane candidates from the lane markings, divide the lane candidates into classes of lane candidates depending on the type of the lane markings of the lane candidates, and search the classes of lane candidates for a lane on which the vehicle can drive.

Abstract: A method for lane marker recognition includes: providing a filter bank with a plurality of different pairs of filters adapted to detect the left edge and the right edge of a specific type of a lane marker, respectively; receiving an image of a road; dividing the image of a road into a plurality of image segments, wherein each image segment includes at least one row of pixels of the image of a road; and for each of the image segments: applying a plurality of the pairs of filters of the filter bank to the image segment to generate a plurality of filter outputs; and determining which of the filter outputs correspond to a lane marker by using geo-metric information and appearance based information, wherein the geometric in-formation describes allowable dimensions of a determined lane marker, and the appearance based information describes allowable pixel values of a determined lane marker.

Abstract: The present invention provides a supercontinuum coherent light source, comprising: a laser generation device configured to generate a laser pulse having a peak optical intensity at a beam waist of the laser pulse being 0.47-0.94×1013 W/cm2; and, a set of solid thin plates configured to spectrally broaden the laser pulse to generate a supercontinuous spectrum. The supercontinuum coherent light source of the present invention has an efficiency of up to 87% and the spectrum is broadened to more than one octave.

Abstract: The present invention relates to canagliflozin Monohydrate and its crystalline forms, which as compared to the prior art, have higher stability in water or aqueous system, are more suitable for wet granulation processes or suspension preparations and have good storage stability; the present invention also relates to preparation methods of canagliflozin Monohydrate and its crystalline forms, pharmaceutical compositions thereof and uses thereof in preparation of drugs for treating diseases such as diabetes, diabetes complications, obesity and so on.

Abstract: The present invention relates to a method and an image processing system for determining the color of a street marking, by: capturing an image of a street, detecting a street marking as a set of pixels provided by the image, wherein the pixels include at least two different pieces of color information, determining a color score for the street marking by comparing said at least two different pieces of color information, and determining the color of the street marking by comparing the color score to at least one threshold value.

Abstract: An antenna comprises an antenna patch (121) and an extension patch (125). The extension patch (125) is conductively coupled to the antenna patch (121) and is arranged in plane offset from the antenna patch (121). The antenna patch (121) is formed of multiple conductive strips (122A, 122B) extending in a horizontal direction along an edge of a multi-layer circuit board having multiple layers stacked along a vertical direction. Each of the conductive strips (122 A, 122B) of the antenna patch (121) is arranged on a different layer of the multi-layer circuit board. The conductive strips (122A, 122B) of the antenna patch (121) are electrically connected to each other by conductive vias (123) extending between two or more of the conductive strips (122A. 122B) of the antenna patch (121), which are arranged on different layers of the multi-layer circuit board. Similarly, the extension patch (125) is formed of multiple conductive strips extending in the horizontal direction.

Abstract: A multi-layer circuit structure (110) has multiple layers stacked along a vertical direction. Further, at least one cavity region (120) is formed at an edge of the multi-layer circuit structure (110). The at least one cavity region (120) is formed of multiple non-conductive vias from which a dielectric substrate material of the multi-layer circuit structure (120) is removed. Further, the device comprises at least one vertical antenna patch (130) arranged in the at least one cavity region (120).

Abstract: Volume rendering is performed by a computer system, comprising: obtaining an original volume data, wherein the original volume data comprises a plurality of voxels, transforming each voxel of the plurality of voxels of the original volume data, for each voxel of the plurality of voxels, generating a particle from the transformed volume data with a probability corresponding to: ?log(1?an opacity of each voxel), and projecting the particles on an image plane to obtain a 2D image corresponding to the original volume data.

Abstract: Volume rendering is performed by a computer program product, comprising: obtaining an original volume data, wherein the original volume data comprises a plurality of voxels, transforming each voxel of the plurality of voxels of the original volume data, for each voxel of the plurality of voxels, generating a particle from the transformed volume data with a probability corresponding to: ?log(1?an opacity of each voxel), and projecting the particles on an image plane to obtain a 2D image corresponding to the original volume data.