Abstract: The present invention provides a multimass MEMS gyroscope featuring an orthogonal arrangement, which comprises an anchor point unit, a sensing unit and a driving unit; the anchor point unit comprises a central anchor point subunit located at the center of a rectangle and four corner anchor points located at the four corners of the rectangle respectively; the sensing unit comprises four detection mass blocks each of which has a frame structure and is elastically connected between the central anchor point subunit and the corresponding corner anchor point, receding spaces being formed between the detection mass blocks, and four detection decoupling parts; and the driving unit comprises four driving mass blocks, and driving decoupling parts. The gyroscope can improve the arrangement area of transducers and reduce the mass of the detection mass blocks to improve the Coriolis gain, thereby improving the mechanical sensitivity of the gyroscope.

Abstract: The present invention provides a capacitive micromechanical acceleromete. The capacitive micromechanical acceleromete includes a base with anchor points, at least one detection structure pair arranged on one side of the base and elastically connected to the anchor points, and a detection electrode spaced apart from each detection structure pair. Each detection structure pair includes two seesaw structures elastically connected to the base respectively. The seesaw structures are asymmetric about a rotation axis where the anchor points are located; asymmetric portions of the two seesaw structures are reversed and parallel. In a detection modality, changing directions of spacings formed between the two seesaw structures and the detection electrode are opposite. The capacitive micromechanical acceleromete can reduce the impact of the noise of the angular acceleration of the external rotation or the stress and other external factors on the detection of the accelerometer, and improving the detection accuracy.

Abstract: Provided is a fully decoupled MEMS gyroscope, including an anchor point unit, a sensing unit elastically connected to the anchor point unit, and a driving unit configured to drive the sensing unit to move. The anchor point unit includes a center anchor point subunit located at a center of a rectangle and four side anchor points. The driving unit includes four driving members located on four sides of the rectangle. The sensing unit includes two X mass blocks symmetrically arranged in two avoiding intervals, two Y mass blocks symmetrically arranged in the other two avoiding intervals, four Z mass blocks respectively located at an outer side of each driving member, and four Z detection decoupling members respectively located at an outer side of each Z mass block. The X mass blocks and the Y mass blocks are respectively connected to each side anchor point.

Abstract: The present invention provides an accelerometer, including base, anchor points, seesaw structures elastically, and a differential detection assembly; the seesaw structures includes a first seesaw structure and a second seesaw structure which are parallel to each other and placed in reverse; the anchor points includes a first anchor point and a second anchor point; the first seesaw structure includes a first elastic member and a first mass block connected to the first elastic member; the first mass block is driven by a normal phase carrier drive signal from the first anchor point; the second seesaw structure includes a second elastic member and a second mass block connected to the second elastic member; and the second mass block is driven by a reversed phase carrier drive signal from the second anchor point. The accelerometer can effectively suppress the impact of noise of an angular acceleration of rotation.

Abstract: A residual coding method is provided. The method comprises: when the current frame is an inter-frame prediction frame, determining whether a residual of a background region in the current frame needs to be compensated for; and when the residual of the background region in the current frame needs to be compensated for, coding first residual data, and when the residual of the background region in the current frame does not need to be compensated for, coding second residual data, wherein the first residual data is residual data of an entire image of the current frame, and the second residual data is residual data of a target region in the current frame. The present disclosure further provides a video coding method using the residual coding method, and corresponding devices and a storage medium.

Abstract: A video coding method includes the following. A bitstream is decoded to obtain a feature map of a target object in a current picture. The feature map of the target object in the current picture is input to a visual task network and a prediction result output by the visual task network is obtained.

Abstract: Disclosed are a point cloud compression method, an encoder, a decoder, and a storage medium. In the method, the current block of a video to be encoded is obtained; geometric information of point cloud data of the current block and corresponding attribute information are determined; down-sampling is performed on the geometric information and the corresponding attribute information by using a sparse convolutional network so as to obtain hidden layer features; and the hidden layer features is compressed to obtain a compressed code stream.

Abstract: Interactive-streaming-based applications, such as cloud gaming, giga-pixel streaming and virtual reality, have rigorous requirements on the network latency, which can be satisfied by routing users' requests over an overlay network. Existing overlay routing strategies suffer from high deployment and maintenance costs. An optimized cloud overlay routing system and method is discussed herein, which maximizes the number of user requests for the interactive-streaming-based applications to be served, lower the deployment and maintenance costs for the overlay services, reduce the overall network delay, and balance the network loads by bypassing busy underlay links.

Abstract: This invention discloses a deep reinforcement learning based adaptive bitrate selection method and system for real-time streaming, where deep reinforcement learning neural networks are utilized to receive states observations and make bitrate decisions. Simulation is constructed to provide network states including network QoS and playback status to agents and compute accumulated rewards according to the bitrate actions made by agents. ARS balances a variety of QoE goals to determine the accumulated rewards. ARS also enables multiple agents to be trained concurrently and conducts training process in a simulation environment to accelerate the training speed. In addition, ARS supports training ABR algorithm both online and offline.

Abstract: A learned image compression system increases compression efficiency by using a novel conditional context model with embedded autoregressive neighbors and hyperpriors, which can accurately estimate the entropy rate for rate distortion optimization. Generalized Divisive Normalization (GDN) in Residual Neural Network is used in the encoder and decoder networks for fast convergence rate and efficient feature representation.

Abstract: In a collaborative video processing method and system, a high resolution video input is optionally downscaled to a low resolution video using a down-sampling filter, followed by an end-to-end video coding system to encode the low resolution video for streaming over the Internet. The original high resolution is obtained at the client end by upscaling the low resolution video using a deep learning based high resolution scaling model, which can be trained in a pre-defined progressive order with low resolution videos having different compression parameters and downscaling factors.

Abstract: An apparatus and method for screen content encoding includes deriving a palette table and a color index map based on a coding unit (CU). The method also includes encoding the palette table and encoding the color index map. The method further includes combining the encoded palette table and the encoded color index map for transmission to a receiver, where the palette table and index map are decoded to reconstruct a pixel block.

Abstract: A method and device for coding screen content into a bitstream by selecting a color palette table for a coding unit (CU) of screen content, creating a color index map having indices for the coding unit (CU), and encoding the selected color palette table and the color index map for the CU into a bitstream.

Abstract: A method and apparatus for use of input messages in the media transport to support and improve the interactive communication between a media content server and an end user is disclosed. In one embodiment, the input message is encapsulated into any existing media transport protocol. In another embodiment, several types of the input messages are defined to deliver information and requests relating to interactions between the end user and the media content server.

Abstract: A method and apparatus for the single input multiple output based media adaptation is disclosed. In one embodiment, such adaption is performed in two steps. On step 1, content correlation between different compression schemes is used to perform the inter-format adaptation of a stream of a compression format to an intermediate output stream of another compression scheme with the same quality level. On step 2, content correlation between different quality levels is used to perform the intra-format adaptation of the intermediate output stream to multiple output streams at different quality levels with the same compression format. In one embodiment, content correlation is used to limit the search for mode candidates when performing both steps.

Abstract: An apparatus is configured to perform a method for screen content encoding. The method includes deriving a palette table and a color index map based on a coding unit (CU). The method also includes encoding the palette table and encoding the color index map. The method further includes combining the encoded palette table and the encoded color index map for transmission to a receiver, where the palette table and index map are decoded to reconstruct a pixel block.

Abstract: An encoding apparatus and coding methods. The method includes receiving a video frame including screen content, generating a block containing an index map of colors for screen content in the video frame, wherein the block includes strings of index values, encoding one or multiple consecutive index values in a first string of index values using same escape colors index values and a run value identifying how many of the same escape color index values have been consecutively encoded, where the escape colors index values represent escape colors, and where the escape colors are colors not included in a palette corresponding to the block, sequentially encoding the escape colors corresponding to the one or multiple consecutive index values after all of the strings of index values of the block have been encoded, and transmitting the strings of index values and the escape colors in a bitstream to a decoding apparatus.

Abstract: Apparatus and methods for a Motion Picture Experts Group (MPEG) media transport (MMT) device for sending or receiving media content is provided. The MMT device comprises a memory unit and a controller. The controller is configured to measure an available bandwidth, receive fragments of a first encoded stream of the media content and fragments of a second encoded stream of the same media content based on the available bandwidth and a current transmission bandwidth. A mixed encoded stream comprises the fragments received from the first encoded stream and the fragments received from the second encoded stream.

Abstract: A method includes calculating a complexity value for each segment or version of multimedia content. The multimedia content has multiple versions associated with common content and different encoding parameters, and each version is divided into segments. The method also includes adaptively streaming the multimedia content to a client device based on at least some of the calculated complexity values. The complexity value for each segment or version is calculated by summing multiple operation complexity values defining complexities of operations for decoding the segment or version. The operation complexity values could include values for a bit parsing operation, a buffer initialization operation, an intra-prediction operation, an inverse quantization and transform operation, a reference block fetch operation, a fractional interpolation operation, and in-loop deblocking operation, a sample adaptive offset correction operation, an adaptive loop filtering operation, and a de-ringing filtering operation.

Abstract: An encoding apparatus and coding methods. The method includes receiving a video frame including screen content, generating a block containing an index map of colors for screen content in the video frame, wherein the block includes strings of index values, encoding one or multiple consecutive index values in a first string of index values using same escape colors index values and a run value identifying how many of the same escape color index values have been consecutively encoded, where the escape colors index values represent escape colors, and where the escape colors are colors not included in a palette corresponding to the block, sequentially encoding the escape colors corresponding to the one or multiple consecutive index values after all of the strings of index values of the block have been encoded, and transmitting the strings of index values and the escape colors in a bitstream to a decoding apparatus.