Abstract: A method for selecting one or more Regions of Interest (RoIs) for human annotations includes obtaining sensor data generated by one or more sensors of a vehicle; applying at least one class-agnostic heuristic function to the sensor data to determine a presence and an approximate position of one or more objects in an RoI of the sensor data; selecting one or more RoIs having proposed annotations for the one or more objects for refinement by an annotator; and outputting the one or more selected RoIs.

Abstract: Aspects relate to a three-dimensional (3D) printing device including a gantry system configured to move a build platform between the different stages of the printing process. The stages may include, for example, printing, washing, and post curing. The gantry system includes a gantry rail and a gantry carriage. The gantry carriage can be removably attached to a build platform on which a printed object is printed and the gantry rail can then move the build platform between at least the printing and washing stages.

Abstract: A fat harvesting systems and related methods of harvesting and reinjecting fat that provides a medical professional with multiple technique options. Harvested fat can be subjected to a variety of pre-reinjection preparation steps within a single, self contained reservoir such that the potential for contaminating the harvested fat is avoided. The fat harvesting system can be completely self-contained kit requiring no additional external systems or alternatively, can utilize available surgical suite systems, for example, vacuum to successfully harvest, prepare and reinject fat cells. The fat harvesting system can size harvested fat cells so as to be especially desirable for different injection locations in the body. The fat harvesting system is a single use, disposable system that requires no sterilization equipment and recovered and sized fat cells are maintained in a sanitary environment so as to avoid contamination that could result in having to discard recovered fat cells.

Abstract: Capturing, presenting parameters related to and affecting physical systems to generate a digital twin that helps in operating, maintaining, monitoring, upgrading systems to deliver the desired operational results, such as for distributed antenna systems and in-building systems. Systems, methods are for seamless measurement collection, analysis, and integration with design software to create and maintaining exact as-built digital twins and capturing deviation of deployed systems from designs. Facilitate determining positioning using distributed antenna system with service availability monitoring. Positioning methods include network-based methods, handset-assisted methods in addition to a monitoring system to report any service outage and possible location information loss. Combined monitoring system that monitors antenna output power for mobile coverage and service availability helps also in monitoring the availability of the localization system and dynamic update of lookup information.

Abstract: A knitted component with a surface that includes first areas and second areas having different relative coefficient of frictions and formed in an alternating pattern. The first areas of the first surface are 40% to 80% of the total surface area for the first surface. The alternating pattern may be in the form of concentric shapes. The alternating pattern may have linear boundaries and curvilinear boundaries between first areas and second areas. The first areas can be formed from a first yarn having a core and a coating. The coating at least partially surrounds the core.

Abstract: A battery swapping system includes a battery shell installed in the electric vehicle. The battery shell includes a plurality of slots. A plurality of battery modules are installed in the plurality of slots of the battery shell. A battery pump includes a suction system, a propulsion system, and a hose for connecting the battery pump to the electric vehicle. The suction system is configured to remove a plurality of discharged battery modules from the battery shell and the propulsion system is configured to provide a plurality of charged battery modules into the battery shell. In some embodiments, the battery modules include a spherical body housing a plurality of battery cells therein. The spherical body includes bottom air vents for air cooling the battery cells, and top alignment holes for aligning the battery module with adjacent battery modules in series within a slot of the battery shell.

Abstract: An emergency backup power source for an electrically controlled and motorized window shade unit includes an input power switch, and charge and discharge control circuit, and a supercapacitor bank. During normal operation a nominal voltage level from a main power source of the aircraft is provided directly to the window shade unit through the input power switch, and the supercapacitor bank is charged. The input voltage is monitored by the emergency backup power source, which controls the input power switch. When the input voltage drops below a threshold level, the input power switch is opened and the charge and discharge circuit operates to provide an emergency output voltage to the window shade unit from the supercapacitor bank so that the window shade can be fully opened or closed, as is required.

Abstract: A fat harvesting systems and related methods of harvesting and reinjecting fat that provides a medical professional with multiple technique options. Harvested fat can be subjected to a variety of pre-reinjection preparation steps within a single, self contained reservoir such that the potential for contaminating the harvested fat is avoided. The fat harvesting system can be completely self-contained kit requiring no additional external systems or alternatively, can utilize available surgical suite systems, for example, vacuum to successfully harvest, prepare and reinject fat cells. The fat harvesting system can size harvested fat cells so as to be especially desirable for different injection locations in the body. The fat harvesting system is a single use, disposable system that requires no sterilization equipment and recovered and sized fat cells are maintained in a sanitary environment so as to avoid contamination that could result in having to discard recovered fat cells.

Abstract: The techniques described herein relate to analog-assisted feed-forward equalizers. An example apparatus includes a first charge element digital-to-analog converter (DAC) including a first plurality of charge storage elements configured to store first samples of charge based on respective first portions of a digital input signal, and generate, based on the first samples, a first analog output signal proportional to the first portions. The apparatus further includes a second charge element DAC coupled to the first charge element DAC and including a second plurality of charge storage elements configured to store second samples of charge based on respective second portions of the digital input signal, and generate, based on the second samples, a second analog output signal proportional to the second portions, and wherein the coupling of the first and second outputs generates a third analog output signal based on a combination of the first and second analog output signals.

Abstract: A differential all-pass coupling circuit with common mode feedback is disclosed. An example apparatus includes an anti-aliasing circuit configured to reduce a bandwidth of a first differential signal, and a switched-capacitor circuit coupled to the anti-aliasing circuit configured to control a first switch to charge a capacitor to a first voltage based on a first difference between (i) a common mode input voltage associated with a first common mode voltage of the first differential signal and (ii) a common mode reference voltage associated with a second common mode voltage of an input stage of the receiver, control a second switch to provide a second voltage to the capacitor based on a second difference between the first differential signal and the common mode input voltage, and output a second differential signal to the input stage based on the first differential signal adjusted by the second voltage.

Abstract: This disclosure includes systems and techniques that verify an educational quality of online videos, employing a platform that enables experts to endorse and/or recommend videos that are more readily accessible to end users. Certain aspects include a computing device for a service provider that receives a query from a user for video content. The computing device forwards the query to a hosting service, and in response to the query, the computing device receives, from the hosting service, a list of video content items it hosts. The computing device identifies, for each video content item within the list of video content items, an endorsement value associated with one or more experts. In some aspects, the computing device generates an aggregated list of video content items from a plurality of lists of video content items based on endorsement values. The computing device provides recommendations to the user using the endorsement values.

Abstract: The method of treating a bacterial infection using colostrum includes administering an effective amount of colostrum to a subject in need thereof. The infection can be caused by G+ or G? bacteria. The colostrum administered may be selected from the group consisting of bovine colostrum, camel colostrum, and a mixture of bovine colostrum and camel colostrum. The bacterial infection may be selected from the group consisting of Staphylococcus aureus subs. aureus Rosenbach, Escherichia coli, Pseudomonas aeruginosa, and Methicillin-resistant Staphylococcus aureus. A colostrum composition can include a mixture of bone and camel colostrum and a pharmaceutically acceptable carrier.

Abstract: A microgrid (MG) controller can control a plurality of distributed generators (DGs) of photovoltaic (PV) arrays. The MG controller can include a power sharing unit configured to share power proportionally in a single current controlled mode (CCM) between the plurality of DGs based on a power capacity for each DG. The power sharing unit can include a robust current droop controller (RCDC) configured to provide proportional active current shared between the plurality of DGs. The power sharing unit can also include a quasi-proportional resonant (QPR) regulator coupled to the RCDC within a unified architecture. The QPR regulator can be configured to regulate a reference current signal.

Abstract: A fat harvesting systems and related methods of harvesting and reinjecting fat that provides a medical professional with multiple technique options. Harvested fat can be subjected to a variety of pre-reinjection preparation steps within a single, self contained reservoir such that the potential for contaminating the harvested fat is avoided. The fat harvesting system can be completely self-contained kit requiring no additional external systems or alternatively, can utilize available surgical suite systems, for example, vacuum to successfully harvest, prepare and reinject fat cells. The fat harvesting system can size harvested fat cells so as to be especially desirable for different injection locations in the body. The fat harvesting system is a single use, disposable system that requires no sterilization equipment and recovered and sized fat cells are maintained in a sanitary environment so as to avoid contamination that could result in having to discard recovered fat cells.

Abstract: This disclosure includes systems and techniques that verify an educational quality of online videos, employing a platform that enables experts to endorse and/or recommend videos that are more readily accessible to end users. Certain aspects include a computing device for a service provider that receives a query from a user for video content. The computing device forwards the query to a hosting service, and in response to the query, the computing device receives, from the hosting service, a list of video content items it hosts. The computing device identifies, for each video content item within the list of video content items, an endorsement value associated with one or more experts. In some aspects, the computing device generates an aggregated list of video content items from a plurality of lists of video content items based on endorsement values. The computing device provides recommendations to the user using the endorsement values.

Abstract: A fat harvesting system and related methods of harvesting and reinjecting fat that provides a medical professional with multiple technique options. Harvested fat can be subjected to a variety of pre-reinjection preparation steps within a single, self-contained reservoir such that the potential for contaminating the harvested fat is avoided. The fat harvesting system can be completely self-contained kit requiring no additional external systems or alternatively, can utilize available surgical suite systems, for example, vacuum to successfully harvest, prepare and reinject fat cells. The fat harvesting system can size harvested fat cells so as to be especially desirable for different injection locations in the body. The fat harvesting system is a single use, disposable system that requires no sterilization equipment and recovered and sized fat cells are maintained in a sanitary environment so as to avoid contamination that could result in having to discard recovered fat cells.

Abstract: A computer implemented method for selecting service providers includes receiving a set of client requirements and analyzing available service providers based on the received set of client requirements. The method additionally includes scoring the available service providers based on the analysis. The method further includes identifying one or more unstructured external data sources corresponding to the available service providers and analyzing the reliability of the one or more unstructured external data sources with respect to the available service providers. The method further includes adjusting the scoring of the service providers based, at least in part, on the data source reliability, and subsequently providing an optimal selection of service providers based on the adjusted scoring. A computer program product and computer system corresponding to the method are also disclosed.

Abstract: A knitted component with a surface that includes first areas and second areas having different relative coefficient of frictions and that are formed in an alternating pattern. The first areas of the first surface are 40% to 80% of the total surface area for the first surface. The alternating pattern may be in the form of concentric shapes. The alternating pattern may have linear boundaries and curvilinear boundaries between first areas and second areas. The first areas can be formed from a first yarn having a core and a coating. The coating at least partially surrounds the core.

Abstract: A fat harvesting system and related methods of harvesting and reinjecting fat that provides a medical professional with multiple technique options. Harvested fat can be subjected to a variety of pre-reinjection preparation steps within a single, self-contained reservoir such that the potential for contaminating the harvested fat is avoided. The fat harvesting system can be completely self-contained kit requiring no additional external systems or alternatively, can utilize available surgical suite systems, for example, vacuum to successfully harvest, prepare and reinject fat cells. The fat harvesting system can size harvested fat cells so as to be especially desirable for different injection locations in the body. The fat harvesting system is a single use, disposable system that requires no sterilization equipment and recovered and sized fat cells are maintained in a sanitary environment so as to avoid contamination that could result in having to discard recovered fat cells.

Abstract: Methods, systems, and devices for wireless communications are described. A user equipment (UE) may receive, from a base station, a downlink control information (DCI) message scheduling a first message and including an indication that the first message is scheduled for full-duplex operation with a second message. The indication may be a DCI field configured for indicating full-duplexing, or the DCI field may be an existing DCI field configured to also indicate full-duplexing. The UE may identify a set of parameters associated with the full-duplex operation of the first message based on receiving the DCI message that includes the indication, and the UE may communicate the first message using the set of parameters associated with the full-duplex operation and based on the indication included in the DCI message.