Abstract: A computer includes a processor and a memory, the memory stores instructions executable by the processor to project a first specified time-varying illumination pattern to an area outside of an object undergoing authentication, to capture images of the object and a portion of the area outside of the object, and to authenticate a scene that includes the images based on a comparison between the first specified time-varying illumination pattern with a second time-varying illumination pattern extracted from the images.

Abstract: An automated apparatus can provide pre-analytical processing of samples, racking and forwarding to an adjacent analyzer for analysis. The apparatus may have a controller that implements an auto-learn process to teach robotic handlers the locations within the workspace(s) of the apparatus. A robotic sample handler may include a sensor configured to generate a detection signal when in a near vicinity of a fiducial beacon in the workspace of the apparatus for biological sample preparation, preprocessing and/or diagnostic assay performed by one or more analyzers of the automated apparatus. The controller may control the robotic sample handler to conduct a search pattern so that a location of the fiducial beacon may be detected and thereafter calculated to obtain a more accurate location of the beacon. The calculated positions may then serve as a basis for the controlled movement of samples by the robot to and from locations of the workspace.

Abstract: A computer includes a processor and a memory, the memory stores instructions executable by the processor to generate obscured received data from received data by applying at least one Boolean operation to the data and to transmit, via a first communications channel, the obscured received data to a second computer. The executable instructions are additionally to transmit, via a second communications channel, a key to the second computer.

Abstract: A computer includes a processor and a memory, the memory stores instructions executable by the processor to generate first and second messages for transmission via a communications bus via a first modulation mode and to generate first and second watermarking signals for transmission on the communications bus via a second modulation mode, in which the first and second modulation modes are isolated from each other. The instructions may additionally be to transmit the first message overlaid by the first watermarking signal and to transmit the second message overlaid by the second watermarking signal, the second watermarking signal having a parameter that varies from the first watermarking signal.

Abstract: A method according to the teachings of the present disclosure may include disposing a sheath around a conductor assembly, with an outer surface of the sheath defining spaced apart crowns and valleys. An outlet of at least one ink jet print head may be positioned adjacent the sheath at an angle of 60 degrees to 120 degrees with respect to a longitudinal axis of the sheath. The method may also include using at least one ink jet print head to print marking indicia on the sheath, the marking indicia indicating at least characteristic of the electrical cable assembly.

Abstract: An automated apparatus can provide pre-analytical processing of samples, racking and forwarding to an adjacent analyzer for analysis. The apparatus may have a controller that implements an auto-learn process to teach robotic handlers the locations within the workspace(s) of the apparatus. A robotic sample handler may include a sensor configured to generate a detection signal when in a near vicinity of a fiducial beacon in the workspace of the apparatus for biological sample preparation, preprocessing and/or diagnostic assay performed by one or more analyzers of the automated apparatus. The controller may control the robotic sample handler to conduct a search pattern so that a location of the fiducial beacon may be detected and thereafter calculated to obtain a more accurate location of the beacon. The calculated positions may then serve as a basis for the controlled movement of samples by the robot to and from locations of the workspace.

Abstract: A computer that includes a processor and a memory, the memory including instructions executable by the processor to input an image to a first neural network to generate a first detected object and input the image to a second neural network to generate a reconstructed image which is input to a third neural network to generate a second detected object. The image can be divided into portions and the portions input to respective fourth neural networks to generate portions of a third detected object. The first detected object, the second detected object, the portions of the third detected object, and context data can be input to a partially observable Markov decision process to generate a high confidence detected object.

Abstract: A hand-held or table-mounted tool for adhering a flooring edge finish to a flooring edge. The hand-held tool includes a main body, which can include a handle, a base, and a bi-level soleplate, which is heated during application to adhere a flooring edge finish to a flooring edge. The soleplate of the tool can be made of polymer, carbon, metal, ceramic, glass, or a mixture thereof.

Abstract: A method according to the teachings of the present disclosure may include disposing a sheath around a conductor assembly, with an outer surface of the sheath defining spaced apart crowns and valleys. An outlet of at least one ink jet print head may be positioned adjacent the sheath at an angle of 60 degrees to 120 degrees with respect to a longitudinal axis of the sheath. The method may also include using at least one ink jet print head to print marking indicia on the sheath, the marking indicia indicating at least characteristic of the electrical cable assembly.

Abstract: A rapid contrast therapy system can provide cold, heat/hot/warm (hereafter referred to as “hot”), and/or rapid contrast therapy, which involves rapidly alternating between cold therapy and hot therapy. The system can circulate cold or hot fluid, such as water, through a hose, into a therapy wrap, and then back to the fluid reservoirs of the system. The system can utilize a vapor compression system or other chiller technology to cool the cold water reservoir, and immersion heaters can be used to heat the hot water reservoir.

Abstract: A system that selectively provides power to a speaker light is described. This system may include: the speaker light; a power supply that provides electrical power to the speaker light when the power supply is electrically coupled to an external power source; a relay electrically coupled to the power supply and electrically coupled to a switch; and the switch, where the switch has a first state in which the switch electrically couples the relay to the external power source and a second state in which the switch electrically decouples the relay from the external power source. Moreover, the speaker light may include a master speaker light in a speaker-light array with multiple speaker lights and associated power supplies, and the master speaker light may wirelessly configure and control operation of one or more remaining speaker lights in the speaker-light array.

Abstract: A biodegradable food service item is disclosed, which includes a biodegradable substrate having at least one food contact surface. This substrate is made of cellulosic fibers. The food service item also includes a coating applied over the at least one food contact surface. This coating is made up of from about 25 to about 60 weight percent of at least one biodegradable polymer, such as polyhydroxyalkanoates. A method for making the biodegradable food service item is also disclosed.

Abstract: A computer that includes a processor and a memory, the memory including instructions executable by the processor to input an image to a first neural network to generate a first detected object and input the image to a second neural network to generate a reconstructed image which is input to a third neural network to generate a second detected object. The image can be divided into portions and the portions input to respective fourth neural networks to generate portions of a third detected object. The first detected object, the second detected object, the portions of the third detected object, and context data can be input to a partially observable Markov decision process to generate a high confidence detected object.

Abstract: A system includes a plurality of electronic control units (ECUs) and a shared high security module (sHSM) separate from and connected to the plurality of ECUs over one or more private networks. At least one of the ECUs, over at least one of the plurality of private networks, authenticates a session with the sHSM and requests servicing during the authenticated session. The servicing includes encryption, decryption, or authentication, of a message designated to be handled by the at least one ECU and included in the request for servicing. The sHSM receives the message, performs the requested servicing of the message using capabilities onboard the sHSM, and publishes a serviced version of the message to a designated controller area network bus.

Abstract: A rapid contrast therapy system can provide cold, heat/hot/warm (hereafter referred to as “hot”), and/or rapid contrast therapy, which involves rapidly alternating between cold therapy and hot therapy. The system can circulate cold or hot fluid, such as water, through a hose, into a therapy wrap, and then back to the fluid reservoirs of the system. The system can utilize a vapor compression system or other chiller technology to cool the cold water reservoir, and immersion heaters can be used to heat the hot water reservoir.

Abstract: A computer includes a processor and a memory, the memory stores instructions executable by the processor to generate first and second messages for transmission via a communications bus via a first modulation mode and to generate first and second watermarking signals for transmission on the communications bus via a second modulation mode, in which the first and second modulation modes are isolated from each other. The instructions may additionally be to transmit the first message overlaid by the first watermarking signal and to transmit the second message overlaid by the second watermarking signal, the second watermarking signal having a parameter that varies from the first watermarking signal.

Abstract: A computer includes a processor and a memory, the memory stores instructions executable by the processor to project a first specified time-varying illumination pattern to an area outside of an object undergoing authentication, to capture images of the object and a portion of the area outside of the object, and to authenticate a scene that includes the images based on a comparison between the first specified time-varying illumination pattern with a second time-varying illumination pattern extracted from the images.

Abstract: A computer includes a processor and a memory, the memory stores instructions executable by the processor to generate obscured received data from received data by applying at least one Boolean operation to the data and to transmit, via a first communications channel, the obscured received data to a second computer. The executable instructions are additionally to transmit, via a second communications channel, a key to the second computer.

Abstract: An automated apparatus can provide pre-analytical processing of samples, racking and forwarding to an adjacent analyzer for analysis. The apparatus may have a controller that implements an auto-learn process to teach robotic handlers the locations within the workspace(s) of the apparatus. A robotic sample handler may include a sensor configured to generate a detection signal when in a near vicinity of a fiducial beacon in the workspace of the apparatus for biological sample preparation, preprocessing and/or diagnostic assay performed by one or more analyzers of the automated apparatus. The controller may control the robotic sample handler to conduct a search pattern so that a location of the fiducial beacon may be detected and thereafter calculated to obtain a more accurate location of the beacon. The calculated positions may then serve as a basis for the controlled movement of samples by the robot to and from locations of the workspace.

Abstract: An automated apparatus can provide pre-analytical processing of samples, racking and forwarding to an adjacent analyzer for analysis. The apparatus may have a controller that implements an auto-learn process to teach robotic handlers the locations within the workspace(s) of the apparatus. A robotic sample handler may include a sensor configured to generate a detection signal when in a near vicinity of a fiducial beacon in the workspace of the apparatus for biological sample preparation, preprocessing and/or diagnostic assay performed by one or more analyzers of the automated apparatus. The controller may control the robotic sample handler to conduct a search pattern so that a location of the fiducial beacon may be detected and thereafter calculated to obtain a more accurate location of the beacon. The calculated positions may then serve as a basis for the controlled movement of samples by the robot to and from locations of the workspace.