Abstract: Systems, devices, media, and methods are presented for identifying and categorically labeling objects within a set of images. The systems and methods receive an image depicting an object of interest, detect at least a portion of the object of interest within the image using a multilayer object model, determine context information, and identify the object of interest included in two or more bounding boxes.

Abstract: The present disclosure provides a dual-edge triggered ring buffer and a communication system. The dual-edge triggered ring buffer includes a logic clock generation module and a data writing module. The logic clock generation module is configured to generate a corresponding first logic clock signal upon detecting an input of the trigger signal corresponding to the multiple first trigger signal input terminals, or to generate a corresponding second logic clock signal upon detecting an input of the trigger signal corresponding to the multiple second trigger signal input terminals. The data writing module is configured to write data output from the external system through the multiple corresponding input terminals according to the first logic clock signal or the second logic clock signal.

Abstract: This disclosure relates to providing a high availability computing service in a distributed system. In one aspect, a method includes sending, by a computing unit of multiple computing units that are each executing a respective copy of a computing task, a certificate request to a trusted certificate generator. The request includes authentication information. The authentication information includes a code hash of the computing task. The computing unit receives a certificate report including a public key certificate in a certificate chain generated for the code hash and a private key corresponding to the public key certificate. The public key certificate and the private key form a certificate pair. The certificate chain includes multiple certificates including the public key certificate and a root certificate corresponding to the public key certificate. The computing unit is used as a TLS server. The certificate pair is set as a certificate pair of the TLS server.

Abstract: A digital image sequence with multiple image frames can be enhanced. An appearance graph can be determined from the digital image sequence. The appearance graph includes prime layer nodes. Each prime layer node can represent a distinctive visual style. A prime layer image sequence can be computed for each prime layer node that matches the visual style represented by the prime layer node. An enhanced image sequence can be generated by blending at least two prime layer image sequences as defined by the appearance graph.

Abstract: Methods, systems, and devices for wireless communication are described. In some systems (e.g., Wi-Fi systems), a transmitting device such as an access point (AP) or mobile station (STA), may identify a number of spatial streams for a data transmission that is less than a number of transmit antennas, and may transmit a packet over a channel. In a first implementation, the packet may be formatted in a multi-user frame format, with a number of long training field (LTF) symbols equal to the number of transmit antennas. In a second implementation, the packet may be a null data packet (NDP), and the device may transmit a separate data packet. In a third implementation, the packet may be formatted in single-user frame format with a modified LTF. A receiving device may receive the packet, and may perform channel estimation and power amplifier (PA) distortion cancellation based on the received packet.

Abstract: Privacy-preserving activity monitoring systems and methods are described. In one embodiment, a plurality of sensors is configured for contact-free monitoring of at least one user state. A signal processing module communicatively coupled to the sensors is configured to receive data from the sensors. A first sensor is configured to generate a first set of quantitative data associated with a first user state. A second sensor is configured to generate a second set of quantitative data associated with a second user state. A third sensor is configured to generate a third set of quantitative data associated with a third user state. The signal processing module is configured to process the three sets of quantitative data using a machine learning module, and identify a user activity and detect a condition associated with the user, where no user-identifying information is communicated more than 100 meters to or from the signal processing module.

Abstract: Systems and methods configured to perform monitoring of one or more user activities are described. In one embodiment, a plurality of sensors is configured for contact-free monitoring of at least one bodily function. A signal processing module communicatively coupled to the sensors is configured to receive data from the sensors. A first sensor is configured to generate a first set of quantitative data associated with a user speed and a user position. A second sensor is configured to generate a second set of quantitative data associated with a user action. A third sensor is configured to generate a third set of quantitative data associated with a user movement. The signal processing module is configured to process the three sets of quantitative data using a machine learning module, and identify a user activity and detect a condition associated with the user.

Abstract: Disclosed herein are methods, systems, and apparatus, including computer programs encoded on computer storage media, for providing certifications.

Abstract: Compositions and methods for enhancing turfgrass quality and resistance to adverse abiotic conditions are disclosed.

Abstract: An oscillator comprising an RC oscillator and a bandgap reference source, wherein the bandgap reference source provides a reference current for the RC oscillator, and a temperature coefficient of the reference current is adjustable. Since the oscillation frequency of the RC oscillator has less dependency on a power supply, a clock source having a relatively precise frequency thus can be obtained; and based on the RC oscillator, the bandgap reference source having a temperature compensation function is added, the reference current generated by the bandgap reference source with an adjustable temperature coefficient is used for temperature coefficient compensation to the inherent temperature coefficient of the oscillation frequency of the RC oscillator, thereby reducing the effect of the temperature on the oscillator, so that the output frequency of the oscillator does not change with the temperature as far as possible, which improves the oscillation frequency precision of the oscillator.

Abstract: An exemplary security virtualization system implemented by a multi-access edge compute (“MEC”) server identifies a security policy for a device that is separate from and communicatively coupled to the MEC server. The security virtualization system intercepts data transmitted to the device from an application server, and applies a security service to the intercepted data in accordance with the security policy identified for the device. Subsequent to the applying of the security service, the security virtualization system delivers, to the device by way of a secure connection between the security virtualization system and the device, sanitized data that corresponds to the intercepted data and has been sanitized by way of the security service. Corresponding methods and systems are also disclosed.

Abstract: An exemplary client virtualization system implemented by a multi-access server receives a service request from an Internet of Things (“IoT”) device that is separate from and communicatively coupled to the multi-access server. In response to the service request, the client virtualization system instantiates a virtualized device management client configured to serve the IoT device and that is hosted on the multi-access server. The client virtualization system receives a device management message that is for the IoT device and that is from a centralized device management server. The client virtualization system then delivers the device management message to the IoT device. Corresponding methods and systems are also disclosed.

Abstract: The invented equivalent-plane cross-coupling control method belongs to high-precision and high-efficiency intelligent multi-axis CNC (Computer Numerical Control) machining filed, featured a three-axis cross-coupling controller based on the equivalent plane which can be used for improvement of the three-dimensional contour-following accuracy. This method first find the foot point from the actual motion position to the desired contour using a tangential back stepping based Newton method. Then, establish an equivalent plane which containing the spatial contouring-error vector by passing through the actual motion position and the tangential line at the foot point. After that, estimate the three-dimensional contouring error in a scalar form, thus controlling the signed error using a PID based two-axis cross-coupling controller.

Abstract: Embodiments of remote health monitoring systems and methods are disclosed. In one embodiment, a plurality of sensors is configured for contact-free monitoring of at least one bodily function. A signal processing module communicatively coupled with the plurality of sensors is configured to receive data from the plurality of sensors. A first sensor is configured to generate a first set of data associated with a first bodily function. A second sensor is configured to generate a second set of data associated with a second bodily function. A third sensor is configured to generate a third set of data associated with a third bodily function. The signal processing module is configured to receive and process the first set of data, the second set of data, and the third set of data. The signal processing module is configured to generate at least one diagnosis of a health condition responsive to the processing.

Abstract: The present disclosure discloses a shift register circuit, a scan drive circuit, an array substrate and a display device. The shift register circuit has an input terminal and an output terminal, and includes: an input module connected to the input terminal and a first node when the input terminal is active, sets the first node to active; a reset module connected to the input terminal and a second node when the input terminal is active, sets the second node to inactive; an output module connected to the first node and the output terminal when the first node is active, sets the output terminal to active with a clock signal; a pull down module connected to the first node, the output terminal and the second node when the second node is active, sets the first node and the output terminal to inactive.

Abstract: The present invention discloses a power supply powering-on structure, which comprises an LDO module, a bandgap reference module, a voltage detection module, a bias module and a switch module; the working voltage of the LDO module, the voltage detection module and the bias module adopts external power supply voltage; the working voltage of the bandgap reference module adopts LDO output voltage; the switch module provides switching connection between the output of the bias module and the output of the bandgap reference module for a reference voltage input end and a bias current input end of the LDO module. The present invention can adopt internal power supply voltage to supply power to the bandgap reference module and can also solve the problem that the internal power supply voltage restricts the powering-on and starting of the bandgap reference module.

Abstract: A device for detecting and replenishing a salt solution in a salt spray machine and the salt spray machine includes a salt solution collector installed at the bottom of the salt spray machine and configured to collect the salt solution, a return pipe is connected to the salt solution collector and the salt solution storage tank, and a pH value sensor, a water level sensor and the salt concentration sensor are connected to the salt solution storage tank.

Abstract: The present invention discloses a power supply powering-on structure, which comprises an LDO module, a bandgap reference module, a voltage detection module, a bias module and a switch module; the working voltage of the LDO module, the voltage detection module and the bias module adopts external power supply voltage; the working voltage of the bandgap reference module adopts LDO output voltage; the switch module provides switching connection between the output of the bias module and the output of the bandgap reference module for a reference voltage input end and a bias current input end of the LDO module. The present invention can adopt internal power supply voltage to supply power to the bandgap reference module and can also solve the problem that the internal power supply voltage restricts the powering-on and starting of the bandgap reference module.

Abstract: The present disclosure relates to a capacitor array for an analog-to-digital converter, a successive approximation register analog-to-digital converter and a capacitor array board. The capacitor array includes a control logic generation circuit, a control code logic conversion circuit, a first sub-capacitor array and a second sub-capacitor array configured to form different regions of a high-order bit region and a low-order bit region. In the present disclosure, the capacitances of the second capacitor units are equal, so that the second capacitor units can be sequentially switched. Thus, no matter which bit in the second binary code changes, it will not cause a large number of the second capacitor units to switch together, thereby reducing conversion error. In addition, the capacitor array is divided in regions, which avoids the problem of a large number of parallel branches in case where only the second sub-capacitor array is arranged.

Abstract: Methods, systems, and devices for wireless communication are described. In some systems (e.g., Wi-Fi systems), a transmitting device such as an access point (AP) or mobile station (STA), may identify a number of spatial streams for a data transmission that is less than a number of transmit antennas, and may transmit a packet over a channel. In a first implementation, the packet may be formatted in a multi-user frame format, with a number of long training field (LTF) symbols equal to the number of transmit antennas. In a second implementation, the packet may be a null data packet (NDP), and the device may transmit a separate data packet. In a third implementation, the packet may be formatted in single-user frame format with a modified LTF. A receiving device may receive the packet, and may perform channel estimation and power amplifier (PA) distortion cancellation based on the received packet.