Abstract: A data generation system and method for generating sensor-realistic sensor data. The data generation computer system includes: at least one processor, and memory storing computer instructions. The data generation system is, upon execution of the computer instructions by the at least one processor. The method includes: obtaining background sensor data from sensor data of a sensor; augmenting the sensor background data with one or more objects to generate an augmented background sensor output, wherein the augmenting the background sensor data includes determining a two-dimensional (2D) representation of each of the one or more objects based on a pose of the sensor; and generating sensor-realistic augmented sensor data based on the augmented background sensor output through use of a domain transfer network that takes, as input, the augmented background sensor output and generates, as output, the sensor-realistic augmented sensor data.

Abstract: The invention relates to absorbent compositions comprising soybean hulls and soybean hull biochar, methods of preparing such absorbent compositions, and methods of using such compositions in the preparation of articles of manufacture.

Abstract: The invention relates to absorbent compositions comprising soybean hulls and soybean hull biochar, methods of preparing such absorbent compositions, and methods of using such compositions in the preparation of articles of manufacture.

Abstract: A system for virtual reality/mixed reality viewing of a surgical procedure includes an endoscope having an elongated flexible or rigid main body with a proximal end and a distal end. A spherical element is coupled to the distal end. A plurality of wide field-of-view cameras or optical collections lenses are aligned about the spherical element to provide 360 degree omnidirectional stereoscopic visualization. A fiber optic illumination strip is positioned around the periphery of the spherical element adjacent each camera. A central processing unit is in communication with the plurality of cameras/lenses configured to receive real-time video from each of the plurality of cameras or lenses. A partial field-of-view virtual reality headset or a mixed reality headset is electronically coupled to the central processing unit. The headset displays real-time video from a select portion of the plurality of cameras or lenses, which provides 360 degree omnidirectional visualization based upon a position of the headset.

Abstract: Some implementations of the disclosure are directed to reducing or removing time lag in vehicle velocity prediction by training a model for vehicle velocity prediction using labeled features that provide indication of a feature associated with a vehicle acceleration or deacceleration event. In one implementation, a method includes: receiving multiple time series datasets, each of the time series datasets including sensor data, GPS data, and vehicle state data collected over time; extracting features from each of the time series datasets that are indicative of a future velocity of a vehicle; labeling the extracted features of each of the time series datasets to indicate vehicle acceleration or deacceleration events; and after labeling the extracted features of each of the time series datasets, using at least a subset of the extracted and labeled time series datasets to train a machine learning model that predicts vehicle velocity some time into the future.

Abstract: Some implementations of the disclosure are directed to reducing or removing time lag in vehicle velocity prediction by training a model for vehicle velocity prediction using labeled features that provide indication of a feature associated with a vehicle acceleration or deacceleration event. In one implementation, a method includes: receiving multiple time series datasets, each of the time series datasets including sensor data, GPS data, and vehicle state data collected over time; extracting features from each of the time series datasets that are indicative of a future velocity of a vehicle; labeling the extracted features of each of the time series datasets to indicate vehicle acceleration or deacceleration events; and after labeling the extracted features of each of the time series datasets, using at least a subset of the extracted and labeled time series datasets to train a machine learning model that predicts vehicle velocity some time into the future.

Abstract: The present invention relates to a messaging technique, and more specifically, relates to a method and system for messaging using information of predetermined message recipients. According to one aspect of the present invention, there is provided a method for messaging, comprising: obtaining message recipients designated by a to-be-sent message; obtaining predetermined message recipients corresponding to the to-be-sent message; and in response to inconsistency between the designated message recipients and the predetermined message recipients, unifying the designated message recipients and the predetermined message recipients. According to the method and system for messaging provided by the present invention, message recipients may be efficiently controlled and uniformed so as to avoid missing of recipients or to promptly update message recipient information. Further, the messaged content can be efficiently controlled and unified.

Abstract: The method and system for SMS/MMS messaging to a connected device may be realized as a system comprising at least one server module. The at least one server module may be adapted to receive from a connected device an outbound messaging message through a packet-based network. The at least one server module may also be adapted to send the outbound messaging message to an external messaging network. The connected device may be communicatively coupled to the packet-based network. The outbound messaging message may be associated with a user account. The user account may be associated with a telephone number.

Abstract: The present invention relates to a messaging technique, and more specifically, relates to a method and system for messaging using information of predetermined message recipients. According to one aspect of the present invention, there is provided a method for messaging, comprising: obtaining message recipients designated by a to-be-sent message; obtaining predetermined message recipients corresponding to the to-be-sent message; and in response to inconsistency between the designated message recipients and the predetermined message recipients, unifying the designated message recipients and the predetermined message recipients. According to the method and system for messaging provided by the present invention, message recipients may be efficiently controlled and uniformed so as to avoid missing of recipients or to promptly update message recipient information. Further, the messaged content can be efficiently controlled and unified.

Abstract: A method is provided for constructing a packet classifier for a computer network system. The method includes: receiving a set of rules for packet classification, where a rule sets forth values for fields in a data packet and a decision for data packets having matching field values; representing the set of rules as a directed graph; partitioning the graph into at least two partitions; generating at least one lookup table for each partition of the graph; and instantiating the lookup tables from one partition on a first content-addressable memory and the lookup tables from the other partition on a second content-addressable memory device.

Abstract: A heterojunction between thin films of NCD and 4H—SiC was developed. Undoped and B-doped NCDs were deposited on both n? and p? SiC epilayers. I-V measurements on p+ NCD/n? SiC indicated Schottky rectifying behavior with a turn-on voltage of around 0.2 V. The current increased over eight orders of magnitude with an ideality factor of 1.17 at 30° C. Ideal energy-band diagrams suggested a possible conduction mechanism for electron transport from the SiC conduction band to either the valence band or acceptor level of the NCD film.

Abstract: A method is provided for constructing a packet classifier for a computer network system. The method includes: receiving a set of rules for packet classification, where a rule sets forth values for fields in a data packet and a decision for data packets having matching field values; representing the set of rules as a directed graph; partitioning the graph into at least two partitions; generating at least one lookup table for each partition of the graph; and instantiating the lookup tables from one partition on a first content-addressable memory and the lookup tables from the other partition on a second content-addressable memory device.

Abstract: A new fiber optic cable splice for splicing optical fiber cables together and reconstructing fiber-optic cable that provide substantially enhanced reliability and broadened operating temperature range is disclosed. The disclosed cable splice offer reliable and user friendly solutions to applications in many harsh environments such as avionics, field vehicles, and defense related instrumentation. The cable splice consists of a preassembled one piece splice core and outer mechanical and thermal shielding layers. A simple splicing procedure and key fixtures are also disclosed.

Abstract: The method and system for SMS/MMS messaging to a connected device may be realized as a system comprising at least one server module. The at least one server module may be adapted to receive from a connected device an outbound messaging message through a packet-based network. The at least one server module may also be adapted to send the outbound messaging message to an external messaging network. The connected device may be communicatively coupled to the packet-based network. The outbound messaging message may be associated with a user account. The user account may be associated with a telephone number.

Abstract: A heterojunction between thin films of NCD and 4H—SiC was developed. Undoped and B-doped NCDs were deposited on both n? and p? SiC epilayers. I-V measurements on p+ NCD/n? SiC indicated Schottky rectifying behavior with a turn-on voltage of around 0.2 V. The current increased over eight orders of magnitude with an ideality factor of 1.17 at 30° C. Ideal energy-band diagrams suggested a possible conduction mechanism for electron transport from the SiC conduction band to either the valence band or acceptor level of the NCD film.

Abstract: A new fiber optic cable splice for splicing optical fiber cables together and reconstructing fiber-optic cable that provide substantially enhanced reliability and broadened operating temperature range is disclosed. The disclosed cable splice offer reliable and user friendly solutions to applications in many harsh environments such as avionics, field vehicles, and defense related instrumentation. The cable splice consists of a preassembled one piece splice core and outer mechanical and thermal shielding layers. A simple splicing procedure and key fixtures are also disclosed.

Abstract: Compounds of formula (I), or a pharmaceutically acceptable salt, prodrug, salt of a prodrug, or a combination thereof, Pharmaceutical compositions of formula (I) and related methods for treating or preventing metabolic diseases or conditions.

Abstract: An fiber optic splice having substantially enhanced reliability and broadened operating temperature range uses a light-cured index matching fluid to splice the facing ends of the optical fibers in between two metallic tubes forming a leak-tight, thermally insulating, and mechanically robust outer package.

Abstract: A method and a system for cleaning fiber-optic connectors utilizing compressed-gas cans are disclosed. In one preferred embodiment, a solvent delivery sub-system (200) consisting of a fiber-optic connector interfacing unit (250) and a solvent spraying device (260) is reviewed. In another preferred embodiment, a solvent/contaminant removal sub-system (300) comprising of a compressed-gas can (340), a pressure regulator (345), a particle filter (347), a heating element (349), and a fiber-optic connector interfacing unit (310) is detailed. An additional preferred embodiment (400) is disclosed wherein the solvent delivery and removal sub-systems being integrated. For both the solvent delivery and the solvent/contaminant removal sub-systems, the compressed-gas cans may be obtained commercially. The improved art disclosed herein offers an effective and low cost solution to cleaning fiber-optic connectors.

Abstract: The present invention is directed to a composition for treating dry eye comprising, in one embodiment, carboxymethylcellulose and a polyol. Such compositions have been found to alleviate the symptoms of dry eye and remain in the eye for a long period of time.