Abstract: Embodiments described herein provide various examples of a face-image training data preparation system for performing large-scale face-image training data acquisition, pre-processing, cleaning, balancing, and post-processing. The disclosed training data preparation system can collect a very large set of loosely-labeled images of different people from the public domain, and then generate a raw training dataset including a set of incorrectly-labeled face images. The disclosed training data preparation system can then perform cleaning and balancing operations on the raw training dataset to generate a high-quality face-image training dataset free of the incorrectly-labeled face images. The processed high-quality face-image training dataset can be subsequently used to train deep-neural-network-based face recognition systems to achieve high performance in various face recognition applications.

Abstract: The disclosed invention includes integrative electrochemical aptamer-based sensors for use in wearable biofluid sensing devices. The disclosed integrative EAB sensors are configured to detect very low concentrations of target analytes in a sweat or biofluid sample by aggregating signals from individual sensing elements over time until a signal threshold is reached. Signal aggregation is accomplished through various retention structures that extend the time sensing elements retain target analyte molecules. Embodiments include attaching complementary primers and functional groups to the aptamer, covering such retention structures with blockers until analyte capture, or coating the sensor electrode with a hydrophilic and hydrophobic monolayer. The invention also includes methods of using the disclosed integrative sensors. Some embodiments of the disclosed method include tracking time to signal threshold to estimate analyte concentration.

Abstract: A tray formed of a single piece blank and which has reinforced corners to enable superior stacking capabilities and capacities is presented. The tray includes a base and four panels extending therefrom. Each panel has a major component extending from the base and a minor component extending from opposing sides of the major component. The minor components of the side panels consist of a tab and a freestanding portion. Only the tab is adhesively engaged to an interior surface of an immediately adjacent major component of and adjacent panel. The minor components of front and back panels being adhesively engaged to the major component of the side panels. The reinforced corners having a triangular shape defined by the major component and one minor component of the front panel or back panel and a hypotenuse consisting of one freestanding portion.

Abstract: A self-correcting pressure-based mass flow control apparatus includes outlet pressure sensing to enable correction for non-ideal operating conditions. Further the mass flow control apparatus having a fluid pathway, a shutoff valve in the fluid pathway, a reference volume in the fluid pathway, a first pressure measuring sensor in fluid communication with the reference volume, a first temperature measuring sensor providing a temperature signal indicative of the fluid temperature within the reference volume, a proportional valve in the fluid pathway, and a second pressure measuring sensor in fluid communication with the fluid pathway.

Abstract: A method for a server to assign a corn port to a peripheral device coupled to a client computer includes initiating a session in response to a. request from a client, receiving from the client information identifying the peripheral device, calling on the server a driver for the identified peripheral device and assigning on the driver a fixed virtual port to the identified peripheral device; assigning on the server a virtual corn port in server space for the identified peripheral device, automatically specifying on the server the virtual corn port as the connection for the identified peripheral device, and mapping on the server a. variable corn port to the peripheral device in server space.

Abstract: A system comprises a flow restrictor connected to a fluid flow path and located upstream from a chamber. The flow restrictor comprises an adjustable flow restriction aperture defined by the flow path region between a first element and a second element of the flow restrictor, and a drive unit configured to adjust the relative positions of the first element, second element or both to modify the fluid flow path across the aperture. The first or second element provides a curved boundary in the aperture flow path to form a converging region, a region of closest approach and a diverging region, within the flow path. Flow rate may be determined using a reference volume upstream from the flow restrictor.

Abstract: Apparatus and methods for identifying a wireless signal-emitting device are disclosed. The apparatus is configured to sense and measure wireless communication signals from signal-emitting devices in a spectrum. The apparatus is operable to automatically detect a signal of interest from the wireless signal-emitting device and create a signal profile of the signal of interest; compare the signal profile with stored device signal profiles for identification of the wireless signal-emitting device; and calculate signal degradation data for the signal of interest based on information associated with the signal of interest in a static database including noise figure parameters of a wireless signal-emitting device outputting the signal of interest. The signal profile of the signal of interest, profile comparison result, and signal degradation data are stored in the apparatus.

Abstract: A fugitive gas detection system is provided. The system includes a cloud service, a plurality of reach-based components, a plurality of wireless gas sensors. The reach-based components comprise backhauls and gateways. The wireless gas sensors are acted as nodes to acquire sensor data in a local mesh network and the nodes are connected to the cloud service through the reach-based components, one node can transmit the sensor data to other sensor nodes of the local mesh network. The system measures flammable gas levels with speed, economy and accuracy.

Abstract: The present disclosure describes systems and methods for processing security sensor data that enhances the ability of a user to quickly and efficiently review portions of the sensor data streams.

Abstract: A reference volume for use with pressure change flow rate measurement apparatus has an internal structure comprising elements with cross section and length comparable to the cross section and length of adjacent interstitial fluid regions. The reference volume may have one or more heat conduction elements exterior to and in good thermal contact with a corrosion resistant material that defines the internal fluid holding region.

Abstract: A method of performing CSFB in an IMS comprises receiving, at a TAS, an incoming voice call for a UE attached to an EPS; paging the UE by the first ICS GW; receiving, by a second ICS GW associated with a second CS RAN currently connected to the UE, a Location Update message from the UE, the Location Update message containing a first CSFB indicator; transmitting, by the second ICS GW, a Registration message to the TAS, the Registration message containing a second CSFB indicator in response to the first CSFB indicator in the Location Update message; transmitting, by the TAS, a Cancel message to the first ICS GW; and transmitting, by the TAS, an Invite message to the second ICS GW to complete the voice call with the UE.

Abstract: The present system is directed in various embodiments to methods, devices and systems for sensing, measuring and evaluating compliance in a bodily conduit. In other embodiments, the methods, devices and systems sense, measure, determine, display and/or interpret compliance in a bodily conduit and/or a lesion within the bodily conduit. In all embodiments, the sensing, measuring, determining, displaying and/or interpreting may occur before, during and/or after a procedure performed within the bodily conduit. An exemplary conduit comprises a blood vessel and an exemplary procedure comprises a vascular procedure such as atherectomy, angioplasty, stent placement and/or biovascular scaffolding.

Abstract: Communications are established between a base station and a mobile unit. The mobile unit analyzes the content of at least some information received from the base station relating to neighboring cells. When the analyzing indicates that the base station is a cloned base station, a warning is initiated to the user.

Abstract: According to certain aspects, a method can include receiving, in response to an indication that a data storage database is being restored to a second time before a first time such that the data storage database comprises a plurality of first archive file identifiers associated at the second time, a first instruction from a data storage computer, where the first instruction instructs a media agent to stop scheduled secondary storage operations associated with a deduplication database, and where the deduplication database comprises a plurality of second archive file identifiers; determining at least one second archive file identifier in the plurality of second archive file identifiers that does not correlate with any first archive identifier in the plurality of first archive file identifiers; and, for each of the at least one second archive identifier, instructing the deduplication database to prune an entry associated with the respective second archive file identifier.

Abstract: An apparatus for controlling the application of electrical power to a load includes a controller, a controllable high side driver electrically connected to a first electrical terminal of the load, and a controllable low side driver electrically connected to a second electrical terminal of the load. The apparatus also includes a diagnostic circuit configured to sense and identify an open load fault condition, a high-side short circuit to battery fault condition, a low-side short circuit to ground fault condition, a high-side short circuit to ground fault condition, a low-side short circuit to battery fault condition, and a short circuited load fault condition. The diagnostic circuit is also configured to sense and identify a condition wherein none of the open load, high-side short circuit to battery, low-side short circuit to ground, high-side short circuit to ground, low-side short circuit to battery, and short circuited load fault conditions are present.

Abstract: A modular, digital LED display system is disclosed. The display system includes a modular framing system and a plurality of interchangeable display modules removably mounted in the modular framing system. Each of the display modules includes a number of light-emitting diodes (LEDs) or LED assemblies, each of which serves as an individual pixel or element of the larger digital display system. Each of the display modules also includes a number of locating or index sensors. These locating or index sensors allow each display module to determine at least whether there is another module immediately adjacent. A controller connected to the plurality of display modules receives data from the display modules, including the data from the locating or index sensors, and determines automatically the configuration of the display and the locations of the individual display modules.

Abstract: A computer-implemented method for transmitting video from a source to a plurality of video receivers is provided. The method comprises receiving video from a camera corresponding to a scene being imaged; transmitting the video as a plurality of video streams, each to one of the plurality of video receivers; receiving feedback information from each of the plurality of video receivers; performing an optimization operation to optimize each of the plurality of video streams being transmitted based on the feedback information; wherein each optimized video stream is optimized for a particular video receiver based on the feedback information received for that video receiver.

Abstract: Disclosed is a section of wall cladding comprises of a panel comprising a front side and a back side, a front hem at a top of the panel formed from a portion of material turned toward the front side of the panel and downward, and a rear hem at a bottom of the panel formed from a portion of material turned toward the back side of the panel and upward. The section of wall cladding can be t-shaped or any other shape to depending on the desired aesthetics.

Abstract: Method and apparatus for fabricating an oral appliance are described for correcting malocclusions on a dentition of a subject. A three-dimensional representation of the dentition may be captured and a free-form structure having a lattice structure which matches at least part of a surface of the dentition is generated. The lattice structure defines a plurality of open spaces such that the free-form structure is at least partially transparent. The lattice structure may then be manufactured by impregnating or covering a coating into or upon the lattice structure such that the oral appliance is formed.

Abstract: A LED driving system for a LED matrix having a plurality of LEDs connected in parallel. The LED driving system includes a plurality of driving modules. Each one of the plurality of driving modules drives a corresponding one of the plurality of LEDs. Each one of the plurality of driving modules can include a local current driver receiving a reference current and providing a driving current to the corresponding one LED, and a local current tuning module receiving a U-bit current tuning command to tune the driving current for the corresponding one LED to reach a desired driving current using the U-bit current tuning command which provides a predetermined number of tuning steps ranging from 0 to 2U.