Abstract: A method comprises obtaining a pathology image set using a microscope, the pathology image set including at least a to-be-evaluated image and one or more associated images, the associated images and the to-be-evaluated image are consecutive frame images acquired using the microscope. The method comprises determining a first status corresponding to the to-be-evaluated image according to the pathology image set, the first status being used for indicating a motion change of the to-be-evaluated image during the acquisition and the first status includes a plurality of predefined states. The method comprises in accordance with a determination that the first status corresponds to a static state of the plurality of predefined states, determining a second status corresponding to the to-be-evaluated image, the second status indicating a change in image clarity of the to-be-evaluated image. This application further discloses an image status determining apparatus, a device, and a computer storage medium.

Abstract: The disclosure relates to methods, devices, systems, and computer storage medium for performing medical image segmentation. The method includes: The method includes: obtaining, by a device, a first medical image and a second medical image with a labeled region; performing, by the device, feature extraction on the first medical image and the second medical image respectively, to obtain first feature information of the first medical image and second feature information of the second medical image; obtaining, by the device, optical flow motion information from the second medical image to the first medical image according to the first feature information and the second feature information; and segmenting, by the device, the first medical image according to the optical flow motion information and the labeled region, to obtain a segmentation result of the first medical image.

Abstract: This application provides a method for issuing a digital certificate performed by a digital certificate issuing center that includes a public-private key generation module and an authentication module. The method includes: receiving a public-private key request from a node in a blockchain network; generating a public key and a private key of the node by using the public-private key generation module, and transmitting the public and private keys to the node; receiving the public key of the node and registration information of the node, and authenticating the registration information by using the authentication module; and generating, in accordance with a determination that the authentication succeeds, a digital certificate of the node by using the authentication module, and transmitting the digital certificate to the node. The embodiments of this application can improve the probative value of an issued digital certificate, thereby improving the security of data exchange in a blockchain network.

Abstract: This application provides a data processing method and apparatus, a non-transitory computer-readable storage medium, and an electronic apparatus for AV data processing. The method includes: receiving stream control signaling transmitted by an interface machine, the interface machine being used to obtain, from the server, audio and video data to be transmitted to a client; determining, in response to the stream control signaling, a first rate from the server to the interface machine; and in response to the first rate being less than a first predetermined threshold: transmitting higher priority data in the AV data to the interface machine, and discarding lower priority data in the AV data.

Abstract: A motion estimation method in a coding process includes obtaining a video frame, determining a target code block from the video frame, obtaining reference motion information of an auxiliary code block of the target code block including motion information of N adjacent code blocks adjacent to the target code block, determining a target reference picture search range for the target code block from M reference picture lists based on picture search range information indicated by the reference motion information, and performing motion estimation on the target code block based on the target reference picture search range.

Abstract: A blockchain-based data processing method, apparatus, and computer-readable medium are provided. Block proposal information is received including a block and a digital signature transmitted by an out-block node. The digital signature is obtained by performing digital signature processing on block header information included in the block. The block header information includes a first Merkel root determined based on transaction data in the block body information. Digest calculation on the block header information is performed to obtain first digest information. De-signature processing is performed on the digital signature to obtain second digest information. A second Merkel root is determined based on the transaction data acquired from the block proposal information when the first digest information and the second digest information are matched. An operation on the block is performed based on a comparison result of the first Merkel root and the second Merkel root.

Abstract: In a data packet transmission method, a target data detection rule and a target processing rule for a target service flow are obtained, and a to-be-forwarded data packet is received. Based on the to-be-forwarded packet, a target data packet is determined. The target data packet belongs to a target group of the target service flow based on target data packet distinguishing information and a target group identifier that are included in the target data detection rule. Data packet loss information of the target data packet in the target group is determined. The target group is determined to be a target to-be-discarded group based on the data packet loss information in the target group and a target-group data packet loss threshold included in the target processing rule.

Abstract: A method for noise reduction and echo cancellation includes obtaining original audio data, the original audio data including pure speech audio data and noise audio data, generating simulated noisy data based on the pure speech audio data and the noise audio data, and generating target audio data based on the simulated noisy data, the target audio data being used for simulating changes in the original audio data after spatial transmission.

Abstract: In a sensing data reporting method, sensing data request information is received from a control network element. The sensing data request information includes sensing data reporting information of target sensing data to be reported. The target sensing data is generated according to the sensing data reporting information included in the sensing data request information. A communication session is established according to a user equipment route selection policy when the communication session between the terminal device and a target network element is not established. The target sensing data is reported to the target network element via the communication session.

Abstract: Embodiments of this application include an image processing method and apparatus, a non-transitory computer-readable storage medium, and an electronic device. In the image processing method a to-be-predicted medical image is input into a multi-task deep convolutional neural network model. The multi-task deep convolutional neural network model includes an image input layer, a shared layer, and n parallel task output layers. One or more lesion property prediction results of the to-be-predicted medical image is output through one or more of the n task output layers. The multi-task deep convolutional neural network model is trained with n types of medical image training sets, n being a positive integer that is greater than or equal to 2.

Abstract: This application discloses a group type identification method and apparatus, a computer device, and a medium, and belongs to the field of computer technologies. A computer device acquires a first graph structure feature of a first target graph and first user features of a plurality of first user nodes in the first target graph; acquires an attention parameter of each first user node based on the first graph structure feature and the plurality of first user features; selects a plurality of second user nodes from the plurality of first user nodes; identifies a group type of the target group based on first user features of the plurality of second user nodes and a second graph structure feature of a second target graph, so that the target group is identified according to a user feature of a selected important user node and the graph structure feature, thereby improving identification accuracy.

Abstract: This application provides a live streaming processing method performed by an electronic device. The method includes: displaying a live streaming room, the live stream room having a host account, a host sub-account and multiple viewer accounts, the host sub-account being used for assisting the host account of the live streaming room in operation; receiving real-time live streaming data of the live streaming room, and displaying a live streaming content on a live streaming room page according to the real-time live streaming data, the real-time live streaming data collected from the host account and the viewer accounts; and displaying, in response to a live streaming room operation of the host sub-account, an operation result of the live streaming room operation of the host sub-account in the live streaming room, wherein the operation result of the live streaming room operation updates the live streaming content on the live streaming room page.

Abstract: This application discloses a multimedia resource matching method performed at a computing device. The method includes: searching a first media resource set among a multimedia resource set, first target image frames of all media resources in the first media resource set meeting a target condition, and features of the first target image frames matching features in image frames of a to-be-matched multimedia resource according to a first matching condition; determining, among the first target image frames, second target image frames whose features match the features in the image frames of the to-be-matched multimedia resource according to a second matching condition; and obtaining matching information of the second target image frames and an identifier of a target media resource among the multimedia resource set, the matching information being used for indicating a total duration and a playback moment of the second target frame image in the target media resource.

Abstract: This application relates to a method and an apparatus for detecting facial key points, a computer device, and a storage medium including: acquiring a to-be-detected face image from a current frame; determining partial images in the to-be-detected face image, each partial image including one or more facial key points; determining, within each of the partial images, candidate points of the one or more facial key points corresponding to the partial image, respectively; and jointly constraining the candidate points in the partial images to determine a set of facial key points from the candidate points for the to-be-detected face image. For the partial images in the entire to-be-detected face image, the candidate points of the facial key points corresponding to the partial images are respectively determined. Therefore, a calculation amount may be reduced, and the efficiency of determining the candidate points of the facial key points is improved.

Abstract: This application relates to a method of processing augmented reality (AR) data at a terminal, and a storage medium, and the AR data propagation method includes: receiving AR data, the AR data carrying AR recognition data and being generated by a source terminal; displaying the AR data according to the AR recognition data; in response to receiving a user instruction, updating the AR data according to the user instruction; and sharing the updated AR data with a target terminal. With the solutions provided in this application, users can implement AR interactions with virtual world data by using a terminal with a relatively low configuration.

Abstract: A method, apparatus, and server for generating a user score based on social networking information is provided. In the disclosed method, by processing circuitry of an information processing apparatus, default annotation information of a plurality of sampled users, an ith user score and an ith relative user score for each of the sampled users are obtained. A user score model is trained according to the ith user score of the respective sampled user, the ith relative user score of the respective sampled user, and the default annotation information of the respective sampled user. An (i+1)th user score of the respective sampled user is subsequently calculated and a trained user score model, for each of the sampled users, is obtained when the (i+1)th user score for the respective sampled user satisfies a training termination condition, The method provides a solution to evaluate the user score for a use when personal information of the user is missing or incorrect.

Abstract: A production line device prepares a superconducting circuit layer on a substrate. The device prepares an under bump metallization (UBM) layer on an upper surface of the superconducting circuit layer. A superconducting connection is formed between the UBM layer and the superconducting circuit layer. The production device prepares a welding spot on an upper surface of the UBM layer to obtain a qubit assembly configured for a flip-chip superconducting quantum chip. A superconducting electrical connection is formed between the welding spot and the UBM layer.

Abstract: An illumination rendering method and apparatus includes obtaining a first picture at a target viewing angle from a virtual three-dimensional (3D) scene. The first picture includes a virtual object to be subject to illumination rendering in the virtual 3D scene at the target viewing angle. A target virtual light source point set is determined that performs illumination rendering on the virtual object in the first picture. Illumination rendering is performed on the virtual object in the first picture by using the target virtual light source point set. This illumination rendering improves efficiency in rendering on the virtual object in the virtual 3D scene.

Abstract: An interaction processing method and apparatus for an information flow includes displaying the information flow in an information flow region. The interaction region is inserted into the information flow and an interaction material corresponding to the interaction region is displayed in a search region. In response to an interaction operation for the interaction region, an interaction process based on the interaction material in the interaction region is displayed.

Abstract: A file commenting method includes displaying file content in an instant messaging client, displaying comment content entered via a commenting operation performed on a portion of the file content, and displaying a session page when the commenting operation is completed, the session page including the portion of the file content, the comment content, and a file identifier corresponding to the file content.