Abstract: A method of generating a stylized 3D avatar is provided. The method includes receiving an input image of a user, generating, using a generative adversarial network (GAN) generator, a stylized image, based on the input image, and providing the stylized image to a first model to generate a first plurality of parameters. The first plurality of parameters include a discrete parameter and a continuous parameter. The method further includes providing the stylized image and the first plurality of parameters to a second model that is trained to generate an avatar image, receiving, from the second model, the avatar image, comparing the stylized image to the avatar image, based on a loss function, to determine an error, updating the first model to generate a second plurality of parameters that correspond to the first plurality of parameters, based on the error, and providing the second plurality of parameters as an output.

Abstract: Systems and method directed to generating a stylized image are disclosed. In particular, the method includes, in a first data path, (a) applying first stylization to an input image and (b) applying enlargement to the stylized image from (a). The method also includes, in a second data path, (c) applying segmentation to the input image to identify a face region of the input image and generate a mask image, and (d) applying second stylization to an entirety of the input image and inpainting to the identified face region of the stylized image. Machine-assisted blending is performed based on (1) the stylized image after the enlargement from the first data path, (2) the inpainted image from the second data path, and (3) the mask image, in order to obtain a final stylized image.

Abstract: Systems and methods for rendering a translucent object are provided. In one aspect, the system includes a processor coupled to a storage medium that stores instructions, which, upon execution by the processor, cause the processor to receive at least one mesh representing at least one translucent object. For each pixel to be rendered, the processor performs a rasterization-based differentiable rendering of the pixel to be rendered using the at least one mesh and determines a plurality of values for the pixel to be rendered based on the rasterization-based differentiable rendering. The rasterization-based differentiable rendering can include performing a probabilistic rasterization process along with aggregation techniques to compute the plurality of values for the pixel to be rendered. The plurality of values includes a set of color channel values and an opacity channel value. Once values are determined for all pixels, an image can be rendered.

Abstract: An image processing method includes acquiring a set of image samples for training an attribute recognition model, wherein the set of image samples includes a first subset of image samples with category labels and a second subset of image samples without category labels; training a sample prediction model using the first subset of image samples, and predicting categories of the image samples in the second subset of image samples using the trained sample prediction model; determining a category distribution of the set of image samples based on the category labels of the first subset of image samples and the predicted categories of the second subset of image samples; and acquiring a new image sample if the determined category distribution does not conform to the expected category distribution, and adding the acquired new image sample to the set of image samples.

Abstract: A live data broadcast method is performed at a computer server that is communicatively coupled to a first terminal and a second terminal. The method includes: detecting, during live broadcast of content of a first application running in a foreground of the first terminal to the second terminal, that the first terminal switches the first application to run in a background of the second terminal; obtaining predetermined multimedia content associated with the live broadcast; sending instructions to the second terminal to play the predetermined multimedia content on the second terminal, the predetermined multimedia content being different from content of a second application running in the foreground; and communicating status updates related to the live broadcast with the first terminal and the second terminal, respectively.

Abstract: A live data broadcast method is performed at a computer server that is communicatively coupled to a first terminal and a second terminal. The method includes: detecting, during live broadcast of content of a first application running in a foreground of the first terminal to the second terminal, that the first terminal switches the first application to run in a background of the second terminal; obtaining predetermined multimedia content associated with the live broadcast; sending instructions to the second terminal to play the predetermined multimedia content on the second terminal, the predetermined multimedia content being different from content of a second application running in the foreground; and communicating status updates related to the live broadcast with the first terminal and the second terminal, respectively.

Abstract: A live data broadcast method is performed at a computer server that is communicatively coupled to a first terminal and a second terminal. The method includes: detecting, during live broadcast of content of a first application running in a foreground of the first terminal to the second terminal, that the first terminal switches the first application to run in a background of the second terminal; obtaining predetermined multimedia content associated with the live broadcast; sending instructions to the second terminal to play the predetermined multimedia content on the second terminal, the predetermined multimedia content being different from content of a second application running in the foreground; and communicating status updates related to the live broadcast with the first terminal and the second terminal, respectively.

Abstract: A volatile memory storage apparatus including a memory array, a refresh circuit and a pre-programmed circuit is provided. The memory array includes a plurality of memory banks. The refresh circuit is coupled to the memory array. The refresh circuit is configured to refresh the memory banks according to different refresh frequencies. The pre-programmed circuit is coupled to the refresh circuit. The pre-programmed circuit is configured to store the refresh frequencies. In addition, a refresh method of a volatile memory storage apparatus is also provided.

Abstract: A volatile memory storage apparatus including a memory array, a refresh circuit and a pre-programmed circuit is provided. The memory array includes a plurality of memory banks. The refresh circuit is coupled to the memory array. The refresh circuit is configured to refresh the memory banks according to different refresh frequencies. The pre-programmed circuit is coupled to the refresh circuit. The pre-programmed circuit is configured to store the refresh frequencies. In addition, a refresh method of a volatile memory storage apparatus is also provided.

Abstract: A live data broadcast method is performed at a computer server that is communicatively coupled to a first terminal and a second terminal. The method includes: detecting, during live broadcast of content of a first application running in a foreground of the first terminal to the second terminal, that the first terminal switches the first application to run in a background of the second terminal; obtaining predetermined multimedia content associated with the live broadcast; sending instructions to the second terminal to play the predetermined multimedia content on the second terminal, the predetermined multimedia content being different from content of a second application running in the foreground; and communicating status updates related to the live broadcast with the first terminal and the second terminal, respectively.

Abstract: A portable electronic apparatus and a touch detecting method thereof are provided. In the method, a touch is detected by a touch screen of the portable electronic apparatus. Then, whether the touch is located in an edge area of the touch screen is determined. If it is determined that the touch is located in the edge area of the touch screen, the touch time during which the touch continues and no other touch is detected by the touch screen is accumulated, and whether the accumulated touch time exceeds a preset time is determined. If the accumulated touch time exceeds the preset time, related information of the touch is removed from an event triggered by the touch until the touch ends.

Abstract: A live broadcast system for use with a mobile terminal and a mobile terminal is described. The system includes a mobile terminal and a live server. The mobile terminal collects a video signal and an audio signal, compresses the video signal and the audio signal, packages the compressed video signal and the compressed audio signal into a data stream, and transmits the data stream to a live server. The live server transmits the data stream to a terminal device, wherein the data stream can be directly played in the terminal device. Thus, the cost of live broadcasts is reduced.

Abstract: A portable electronic apparatus and a touch detecting method thereof are provided. In the method, a touch is detected by a touch screen of the portable electronic apparatus. Then, whether the touch is located in an edge area of the touch screen is determined. If it is determined that the touch is located in the edge area of the touch screen, the touch time during which the touch continues and no other touch is detected by the touch screen is accumulated, and whether the accumulated touch time exceeds a preset time is determined. If the accumulated touch time exceeds the preset time, related information of the touch is removed from an event triggered by the touch until the touch ends.

Abstract: A power management device is adopted in a memory device which includes a first memory unit and a second memory unit, including a first voltage regulator, a second voltage regulator, and a controller. The first voltage regulator receives a supply voltage from an external supply source and provides a first internal voltage to the first memory unit. The second voltage regulator receives the supply voltage from the external supply source and provides a second internal voltage to the second memory unit. The controller independently enables or disables the first voltage regulator and the second voltage regulator according to a control signal.

Abstract: A live broadcast system for use with a mobile terminal and a mobile terminal is described. The system includes a mobile terminal and a live server. The mobile terminal collects a video signal and an audio signal, compresses the video signal and the audio signal, packages the compressed video signal and the compressed audio signal into a data stream, and transmits the data stream to a live server. The live server transmits the data stream to a terminal device, wherein the data stream can be directly played in the terminal device. Thus, the cost of live broadcasts is reduced.

Abstract: Embodiments of the present invention relate to a font match technology, and in particular relate to a technology for performing font match with attribute values of a font. A method for font matching may include generating a two-dimensional link matrix based on available fonts and attribute values of the available fonts, receiving a font match query, and determining a font matching the received font match query from the available fonts by using the two-dimensional link matrix. Font matching may be implemented automatically, quickly, and accurately, without the need of manually randomly trying each font of a plurality of available fonts. Meanwhile, this method is independent from text processing software and may be called by any arbitrary text processing software (application). Moreover, this method allows the user to flexibly configure selection of the font attributes so as to perform font match more efficiently.

Abstract: Embodiments of the present invention relate to a font match technology, and in particular relate to a technology for performing font match with attribute values of a font. A method for font matching may include generating a two-dimensional link matrix based on available fonts and attribute values of the available fonts, receiving a font match query, and determining a font matching the received font match query from the available fonts by using the two-dimensional link matrix. Font matching may be implemented automatically, quickly, and accurately, without the need of manually randomly trying each font of a plurality of available fonts. Meanwhile, this method is independent from text processing software and may be called by any arbitrary text processing software (application). Moreover, this method allows the user to flexibly configure selection of the font attributes so as to perform font match more efficiently.

Abstract: The present disclosure provides a method and a system of playing online video at a speed variable in real time, the method comprising: receiving multimedia source file chosen by the user; reading out the multimedia source file; separating audio stream and video stream from the multimedia source file; decoding the audio stream and the video stream separately; varying the speed of the audio stream; assigning audio clock of the audio stream whose speed has been varied to video clock of the decoded video stream, and reading out the video clock after assignment; and outputting the audio stream and the video stream.

Abstract: Embodiments of the present invention relate to a font match technology, and in particular relate to a technology for performing font match with attribute values of a font. A method for font matching may include generating a two-dimensional link matrix based on available fonts and attribute values of the available fonts, receiving a font match query, and determining a font matching the received font match query from the available fonts by using the two-dimensional link matrix. Font matching may be implemented automatically, quickly, and accurately, without the need of manually randomly trying each font of a plurality of available fonts. Meanwhile, this method is independent from text processing software and may be called by any arbitrary text processing software (application). Moreover, this method allows the user to flexibly configure selection of the font attributes so as to perform font match more efficiently.

Abstract: A power management device is adopted in a memory device which includes a first memory unit and a second memory unit, including a first voltage regulator, a second voltage regulator, and a controller. The first voltage regulator receives a supply voltage from an external supply source and provides a first internal voltage to the first memory unit. The second voltage regulator receives the supply voltage from the external supply source and provides a second internal voltage to the second memory unit. The controller independently enables or disables the first voltage regulator and the second voltage regulator according to a control signal.