Abstract: An image processing method and apparatus, a device, and a storage medium. The image processing method includes: performing preliminary segmentation recognition on a raw image by using a first segmentation model to obtain a candidate foreground image region and a candidate background image region of the raw image; recombining the candidate foreground image region, the candidate background image region, and the raw image to obtain a recombined image, pixels in the recombined image being in a one-to-one correspondence with pixels in the raw image; and performing region segmentation recognition on the recombined image by using a second segmentation model to obtain a target foreground image region and a target background image region of the raw image.

Abstract: The present disclosure provides a device for full-wave field seismic source based on a gas explosion technology and a method for acquiring seismic data. The device includes a cylindrical explosion-proof metal outer barrel, and four sides of the explosion-proof metal outer barrel are fixedly connected to four high-strength steel plates. The device also includes a cylindrical explosion-proof metal gas explosion inner barrel and pipelines for injecting high-pressure air and high-pressure gas into the gas explosion inner barrel. A center of the gas explosion inner barrel is installed with an electronic ignition gun, which is connected to a GPS timing module connected to the electronic ignition gun. The device further includes a controller configured to control a seismic source of a gas explosion full-wave field.

Abstract: A light emitting diode and a display device including the light emitting diode. The light emitting diode includes a first electrode, a quantum dot light emitting layer, a carrier transport layer and a second electrode, in which the light emitting diode further includes a metal transition layer located between the carrier transport layer and the second electrode, and the second electrode includes a transparent conductive oxide material.

Abstract: Embodiments receive a plurality of incoming requests, determine that the plurality of incoming requests comprise a plurality of instant requests, create a software image based on the instant requests, and pull the software image based on a deployed configuration.

Abstract: The present disclosure discloses a door handle assembly. The door handle assembly includes a base, a handle, a transmission assembly, and a door lock lever driving component. The base defines a receiving space. The handle is arranged in the receiving space and movable relative to the base. The transmission assembly is rotatable relative to the base. The door lock lever driving component is connected to the transmission assembly and has a locked position and an unlocked position, and the door lock lever driving component is movable relative to the base between the locked position and the unlocked position. A movement of the handle relative to the base is capable of driving rotation of the transmission assembly relative to the base, to drive the door lock lever driving component to move from the locked position to the unlocked position. The door handle assembly of the present disclosure is suitable for a door lock lever made of a hard material (e.g.

Abstract: A battery pack assembly configured to be coupled to a battery housing for an electrified vehicle includes a battery case and an air column assembly. The battery case has a bottom surface, a forward wall, a rearward wall, a first sidewall and a second sidewall. The air column assembly is supported within the battery case and includes a first, second and third plurality of air columns. The first plurality of air columns are positioned along the bottom surface of the battery case. The second plurality of air columns are positioned outboard of the first plurality of air columns. The third plurality of air columns are positioned outboard of the second plurality of air columns and engage the forward wall, rearward wall, first sidewall and second sidewall of the battery case in an installed position. The battery case assembly mitigates impact damage to the battery housing in the installed position.

Abstract: One or more aspects of the method, apparatus, and non-transitory computer readable medium include obtaining image data and computing a prediction residue value for a pixel of the image data using a prediction function. An entropy value for the pixel can then be determined based on the prediction residue value using context modeling, and progressive compressed image data for the image data can be generated based on the entropy value. The compressed image data can be used to enable collaborative image editing and other image processing tasks.

Abstract: The present disclosure relates to methods and apparatus for compute processing. For example, disclosed techniques facilitate improving performance of matrix multiplication in streaming processor. Aspects of the present disclosure can execute, with a load control unit, a first load instruction to load a set of input data of an input matrix from a first memory to a second memory. Aspects of the present disclosure can also execute, with the load control unit, a second load instruction to load a set of weight data of a weight matrix from the first memory to the second memory. Additionally, aspects of the present disclosure can perform, with an ALU component, a matrix multiplication operation using the set of input data and the set of weight data to generate an output matrix. Further, aspects of the present disclosure can store the output matrix at a general purpose register accessible to the ALU component.

Abstract: The present disclosure relates to antibodies and antibody conjugates, for instance antibody drug conjugates, with binding specificity for receptor tyrosine kinase orphan receptor 1 (ROR1) and its isoforms and homologs, and compositions comprising the antibodies or antibody conjugates, including pharmaceutical compositions. Also provided are methods of producing the antibodies and antibody conjugates and compositions thereof as well as methods of using the antibodies and antibody conjugates and compositions thereof, such as in therapeutic and diagnostic methods.

Abstract: This disclosure provides systems, devices, apparatus, and methods, including computer programs encoded on storage media, for runtime optimization of the shader execution flow. A graphics processor may obtain instruction execution data associated with a graphics workload, the instruction execution data including graphics data for a set of shader operations. The graphics processor may configure, at a first iteration, at least one predication value based on the instruction execution data including the graphics data for the set of shader operations. The graphics processor may adjust, at a second iteration, an execution flow of the graphics workload based on the configured at least one predication value, the execution flow of the graphics workload including the set of shader operations. The graphics processor may execute or refrain from executing, at the second iteration, each of the set of shader operations based on the adjusted execution flow of the graphics workload.

Abstract: Disclosed herein are systems, methods and devices for controlling output of a storage device during read operations. The method comprises: measuring a length of a temporal gap between first and second consecutive read bursts from a storage device, the first and second read burst are in response to first and second read commands received by the storage device, respectively; generating a state code according to the length, wherein the state code has a first value when the length is zero, a second value when the length is equal to or shorter than a threshold time length but is non-zero, and a third value when the length is greater than the threshold time length; and controlling output of the storage device according to the state code.

Abstract: Embodiments of the present disclosure relate to lipid-PEGylated solid support and phosphoramidites derivatives, methods for preparing the same, and their uses in the delivery of oligonucleotide drugs to the cellular targets.

Abstract: A capacitor can include a bottom conductive structure; at least one middle conductive structure, each middle conductive structure having a first conductive pattern and a second conductive pattern surrounding an outer side of the first conductive pattern, where the first conductive pattern and the second conductive pattern of each layer of the middle conductive structure form an interdigitated structure; and a top conductive structure having a third conductive pattern and a fourth conductive pattern arranged at an outer side of the third conductive pattern, where the third conductive pattern and the fourth conductive pattern form an interdigitated structure.

Abstract: The present disclosure relates to a driving assembly having a fixed gear, a fixed rack, a movable intermediate rack, a movable gear, and a transmission rack. The movable intermediate rack cooperates with the fixed gear such that the movable intermediate rack is capable of being driven to reciprocate when the fixed gear rotates clockwise and counterclockwise; the movable rotary shaft is rotatably fixed to the movable intermediate rack, and the movable gear cooperates with the fixed rack such that the movable gear is capable of reciprocatingly translating along an extension direction of the fixed rack when the movable intermediate rack reciprocates, and the movable gear is capable of rotating about the movable rotary shaft; and the transmission rack is capable of driving a member to be driven.

Abstract: The present disclosure relates to antibodies and antibody conjugates, for instance antibody drug conjugates, with binding specificity for receptor tyrosine kinase orphan receptor 1 (ROR1) and its isoforms and homologs, and compositions comprising the antibodies or antibody conjugates, including pharmaceutical compositions. Also provided are methods of producing the antibodies and antibody conjugates and compositions thereof as well as methods of using the antibodies and antibody conjugates and compositions thereof, such as in therapeutic and diagnostic methods.

Abstract: A computing device obtains a to-be-optimized image. The device aligns the to-be-optimized image to obtain a to-be-optimized aligned image. The to-be-optimized aligned image includes a target region having points of objects that are distributed in a standard position. The computing device uses the to-be-optimized aligned image as an inputs to a generation network. The device performs feature extraction on the to-be-optimized aligned image using the generation network, to obtain an optimized image. The generation network is obtained by training a to-be-trained generative adversarial deep neural network model according to a low-quality image pair and a joint loss function. The low-quality image pair includes a target image and a low-quality image corresponding to the target image.

Abstract: The present disclosure discloses a handle assembly for a door having a handle aperture. The handle assembly having a housing, a cover plate and a transmission device. The transmission device can move the cover plate between a closed and open position in response to an electronic signal and, when the cover plate is in the closed position, moving it to the open position by a pushing force from outside. In the handle system, the cover plate is driven by the motor, thus the handle assembly can be electrically connected to the controller, and the cover plate can be automatically opened or closed by means of the controller. The transmission device allows the operator to press the cover plate from outside of the handle assembly to open the cover plate in case of emergency, thus the operator's hand can access the operating cavity for operation, thereby improving the reliability of the handle assembly.

Abstract: Disclosed is a fastening assembly, comprising a fastening element, a compensation element, a holding element, and a limiting element. A limiting portion of the fastening element is provided at a head or between the head and a threaded portion and protrudes outward relative to an outer peripheral surface of the head. The compensation element includes a main body and a receiving hole running therethrough. The main body is provided with a limiting flange to stop the fastening element, and the compensation element can be connected to a first component and move relative to the first component in a longitudinal direction. The holding element at least partially surrounds the head.

Abstract: The present invention relates to an organic-inorganic hybrid short-wave infrared photoelectric detector. A photosensitive layer of the short-wave infrared photoelectric detector comprises a lead sulfide quantum dot thin film with an energy gap?1.24 eV, and a donor-acceptor-blended organic semiconductor structure. Compared with a photoelectric detector with pure lead sulfide quantum dots, the organic-inorganic hybrid photosensitive layer improves the external quantum efficiency of the photoelectric detector in a short-wave infrared region, reduces a dark current density, and improves a response speed, such that the specific detectivity of the photoelectric detector is improved by an order of magnitude. It is worth mentioning that the photoelectric detector can show excellent comprehensive performance under a zero-bias voltage or a relatively low reverse bias voltage. The present invention further relates to an array formed by the photoelectric detector, and a preparation method related thereto.

Abstract: A light-emitting diode device and a manufacturing method therefor, and a display panel and a display apparatus. The light-emitting diode device comprises a quantum dot light-emitting layer, and a hole transport layer located at one side of the quantum dot light-emitting layer, wherein the hole transport layer comprises a perovskite material and an organic hole transport material. The high carrier mobility of a perovskite material can improve the carrier transport performance of a hole transport layer.