Abstract: An image segmentation apparatus for magnetic resonance imaging according to an embodiment includes processing circuitry. The processing circuitry is configured to obtain a localizer image of an organ, the localizer image being three-dimensional or being in a plurality of layers and two-dimensional. The processing circuitry is configured to temporarily localize, on a basis of the localizer image, a segment in which the organ is present in terms of the layer direction of a plurality of slices included in the localizer image. The processing circuitry is configured to obtain a segmentation result of the organ, by performing an image segmentation process on the localizer image positioned inside the segment in which the organ is present.

Abstract: A stator assembly for an electric machine, the stator assembly comprises a stator which extends between two end portions along a center axis of the stator assembly, corresponding to a rotational axis of the electric machine, the stator comprising a plurality of coolant fluid channels integrated in the stator, distributed in a circumferential direction around the stator and extending between the two end portions with openings at each end portion. The stator assembly further comprising a first coolant fluid distribution ring element provided at one of the end portions.

Abstract: A computer system has processing circuitry to obtain a maximum achievable flux linkage of an electrical machine, obtain a reference torque of the electrical machine based on the maximum achievable flux linkage, obtain a first set of d and q current values resulting in the reference torque, obtain a second set of d and q current values resulting the reference torque, and produce heat in the electrical machine by oscillating the d and q currents between the first and second set of current values while maintaining the reference torque.

Abstract: Provided are a video processing method and apparatus, an electronic device, a storage medium and a program product. The method includes steps described below. A to-be-processed video is acquired, and a first face key point of a first target object in the to-be-processed video is recognized, where the first face key point corresponds to a mask key point in a three-dimensional human face mask effect; and the three-dimensional human face mask effect is added to video frames of the to-be-processed video to obtain a target video, where the mask key point in the three-dimensional human face mask effect moves with the corresponding first face key point.

Abstract: A computer-implemented method of trajectory prediction includes obtaining a first cross-attention between a vectorized representation of a road map near a vehicle and information obtained from a rasterized representation of an environment near the vehicle by processing through a first cross-attention stage; obtaining a second cross-attention between a vectorized representation of a vehicle history and information obtained from the rasterized representation by processing through a second cross-attention stage; operating a scene encoder on the first cross-attention and the second cross-attention; operating a trajectory decoder on an output of the scene encoder; obtaining one or more trajectory predictions by performing one or more queries on the trajectory decoder.

Abstract: A method of predicting vehicle trajectory includes operating a scene encoder on an environmental representation surrounding a vehicle; concatenating an output of the scene encoder with a history trajectory; applying a sequence encoder to a result of the concatenating; refining an output of the sequence encoder based on the history trajectory; and generating one or more predicted future trajectories by operating a decoder on an output of the refining.

Abstract: An image processing method includes performing, using images obtained from one or more sensors onboard a vehicle, a 2-dimensional (2D) feature extraction; performing, a 3-dimensional (3D) feature extraction on the images; detecting objects in the images by fusing detection results from the 2D feature extraction and the 3D feature extraction.

Abstract: The present disclosure provides methods and systems of sampling-based object pose determination. An example method includes obtaining, for a time frame, sensor data of the object acquired by a plurality of sensors; generating a two-dimensional bounding box of the object in a projection plane based on the sensor data of the time frame; generating a three-dimensional pose model of the object based on the sensor data of the time frame and a model reconstruction algorithm; generating, based on the sensor data, the pose model, and multiple sampling techniques, a plurality of pose hypotheses of the object corresponding to the time frame, generating a hypothesis projection of the object for each of the pose hypotheses by projecting the pose hypothesis onto the projection plane; determining evaluation results by comparing the hypothesis projections with the bounding box; and determining, based on the evaluation results, an object pose for the time frame.

Abstract: Techniques are disclosed for storing and retrieving large amounts of data in a non-relational database using sort keys. A server computer system may receive a request for raw data specifying a start timestamp and an end timestamp. The server determines a start key and an end key for performing a query on a distributed non-relational database storing key-value pairs, where the determining is based on the start timestamp and the end timestamp. The server may compare the start key and the end key to a sort key included in row keys of key-value pairs stored in the non-relational database. Based on the comparing, the server retrieves one or more rows of raw data from the non-relational database. The server generates a graphical representation of the one or more rows of raw data retrieved from the non-relational database. The disclosed techniques may advantageously improve the efficiency of a database management system.

Abstract: A display device and a panel drive circuit thereof, and a method for charge bleed-off are disclosed, relating to the field of display technologies. The panel drive circuit includes a panel control circuit and a display drive circuit. In the case that a display panel is turned off, the panel control circuit transmits at least one of a display drive signal and a charge bleed-off signal sequentially to the display drive circuit before a potential of a power supply signal drops to less than a potential threshold, such that the display drive circuit sequentially performs at least one of controlling the display panel to display a second picture that is monochrome and bleeding off charges in advance.

Abstract: An effect edition method and apparatus, an electronic device and a storage medium are provided. The method includes: acquiring an effect action object to be added in response to an object addition trigger operation, and displaying an object subgraph corresponding to the effect action object in a visual edition region of an effect edition interface; displaying a logic subgraph corresponding to an effect action logic to be added in the visual edition region in response to a logic addition trigger operation for the effect action object, and establishing a connection relationship between the object subgraph and the logic subgraph to obtain an effect logic diagram corresponding to the effect action object; and displaying the effect action object with an effect outcome corresponding to the effect logic diagram in response to an effect display trigger operation.

Abstract: Techniques are disclosed relating to maintaining a high availability (HA) database. In some embodiments, a computer system receives, from a plurality of host computers, a plurality of requests to access data stored in a database implemented using a plurality of clusters. In some embodiments, the computer system responds to the plurality of requests by accessing data stored in an active cluster. The computer system may then determine, based on the responding, health information for ones of the plurality of clusters, wherein the health information is generated based on real-time traffic for the database. In some embodiments, the computer system determines, based on the health information, whether to switch from accessing the active cluster to accessing a backup cluster. In some embodiments, the computer system stores, in respective clusters of the database, a changeover decision generated based on the determining.

Abstract: Common voltage compensation device for display panel is provided. The common voltage compensation device is on a first side of a display panel, and a common electrode line includes a near-end area, a far-end area, and a middle-end area; the common voltage compensation device includes a voltage feedback line, a common voltage compensation circuit, and voltage compensation lines, the voltage feedback line is connected to a feedback point at the middle-end area and is configured to detect a common voltage on the common electrode line; the common voltage compensation circuit is configured to obtain a compensation voltage according to the detected common voltage; and the voltage compensation lines are respectively connected to a first compensation point at the near-end area, a second compensation point at the middle-end area, and a third compensation point at the far-end area, and configured to transmit the compensation voltage to the common electrode line.

Abstract: A disclosed method may assign, with a DHCP module, two static IP addresses to each of one or more hyper-converged infrastructures nodes. The two static IP addresses may include an out of band IP address for a baseboard management controller (BMC) network interface to an OOB management network and an internal management IP address for a network interface associated with an internal management network. Disclosed methods may then access, for each of the one or more nodes, a BMC at the OOB IP address, to invoke a BMC tool to retrieve cluster configuration information for each node. A dashboard user interface may then be generated, based on the configuration retrieved for each node, and displayed. The cluster configuration information may indicate whether the node is a cluster node, comprising a node assigned to a cluster, or a free node, comprising a node not assigned to a cluster.

Abstract: The invention generally relates to anti-sclerostin antibodies having C-terminal modifications, and compositions comprising such antibodies.

Abstract: An information handling system may include at least one processor and a memory. The information handling system may be configured to: receive information regarding equipment that is to be communicatively coupled to a data network; determine a topology for communicatively coupling the equipment to the data network, wherein the topology includes information regarding which equipment ports of the equipment are to be coupled to data network ports of the data network; and transmit information regarding the topology to a user.

Abstract: Techniques are disclosed relating to maintaining a high availability (HA) database. In some embodiments, a computer system receives, from a plurality of host computers, a plurality of requests to access data stored in a database implemented using a plurality of clusters. In some embodiments, the computer system responds to the plurality of requests by accessing data stored in an active cluster. The computer system may then determine, based on the responding, health information for ones of the plurality of clusters, wherein the health information is generated based on real-time traffic for the database. In some embodiments, the computer system determines, based on the health information, whether to switch from accessing the active cluster to accessing a backup cluster. In some embodiments, the computer system stores, in respective clusters of the database, a changeover decision generated based on the determining.

Abstract: An electrical machine is presented. The electrical machine comprises a rotor, a stator, a housing and a fluid circuit provided between an interior of the housing and the rotor axially along a longitudinal axis of the rotor. The fluid circuit is adapted to, by means of a fluid in the fluid circuit, exert a braking torque on the rotor.

Abstract: The present disclosure relates to a game interaction method, including: displaying, by means of a graphical user interface, a player character who wears an initial garment; determining a camouflage target object in the current game scene where the player character is located, wherein the camouflage target object comprises at least one of the following: a non-player character who wears a garment representing an identity attribute, or a virtual article that comprises a garment representing an identity attribute; and in response to a preset operation instruction, controlling the player character to acquire a target garment, which corresponds to the camouflage target object and represents an identity attribute, and changing the initial garment of the player character to the target garment, so that the player character wears the same garment as the garment of the identity attribute that corresponds to the camouflage target object.

Abstract: A system for processing data, comprising a virtual environment management system operating on a processor and configured to retrieve a predefined virtual computer desired state first plurality of hardware components and a first plurality of software components, a virtual computer operating on the processor and configured to provide a user-defined desired state for a second plurality of hardware components and a second plurality of software components and wherein the virtual environment management system is configured to compare the first plurality of hardware components and the first plurality of software components with the second plurality of hardware components and the second plurality of software components and to modify the predefined virtual computer desired state if there are any differences between the first plurality of hardware components and the first plurality of software components with the second plurality of hardware components and the second plurality of software components.