Abstract: A method of predicting traffic congestion and controlling traffic signals based on deep learning according to an embodiment of the present invention includes: analyzing regional network outflow behavior based on a per-intersection traffic demand pattern or traffic signal control, and determining a specific intersection to be a control target intersection based on the results of the analysis; generating 2D space-time images by analyzing the data of predetermined customized composite data corresponding to the control target intersection and a plurality of pieces of image data for the control target intersection in terms of time and space; generating a real-time traffic congestion index by using the 2D space-time image of the control target intersection and the 2D space-time image of the data of the customized composite data corresponding to the control target intersection; and controlling the traffic signals of the control target intersection based on the real-time traffic congestion index.

Abstract: A signal control device including a processor that provides signal control information for controlling a traffic light installed at an intersection has a configuration in which the processor calculates number of times of signal waiting of a vehicle in a plurality of vehicle outflow directions at the intersection, and determines an adjustment value of a passage permission time for the signal control information of the traffic light relating to the vehicle outflow direction, based on the number of times of signal waiting.

Abstract: An autonomous control method for actuated coordinated signals. Specifically, the background plans are created for all the intersections once per time step. Each time step includes consecutive N cycles. First, the base splits are allocated to the coordinated and uncoordinated phases in proportional to their expected base splits. Second, the base phase offset brings into effect accurately. When the signal controller receives the new background plan from the control center, it transitions the background plans from the old one to the new one, and times the permissive cut-off portions and the force-off points in each cycle of the next time step. The autonomous control method for actuated coordinated signals can automatically create the timing parameters for actuated coordinated signals to accommodate the short-term variation in the vehicle demand without any manual intervention.

Abstract: A recommended driving output device, system, and method allow for outputting preferable information to a driver.

Abstract: A method for providing alerts for a traffic slowdown includes receiving location data for at least a first vehicle of a plurality of vehicles, map matching the location data for at least the first vehicle to a road network, calculating an approaching speed for at least the first vehicle at a first time, calculating a final speed for at least the first vehicle at a second time, and generating a traffic slowdown message in response to the approaching speed and the final speed. The traffic slowdown message includes at least one characteristic of the traffic slowdown.

Abstract: The embodiments of the present disclosure provide a method and an apparatus for interacting traffic information, a device and a computer-readable storage medium. The method includes: in response to a first vehicle being about to overtake a second vehicle, sending overtake-preceding indicating information to the second vehicle; detecting whether the driver of the second vehicle makes a first response to the overtake-preceding indicating information; and in response to not detecting the first response made by the driver, sending additional indication information to the second vehicle.

Abstract: A driving support device includes: an intersection information acquiring unit 3 to obtain signal light information about traffic signals installed at one or more intersections ahead of a road along which the vehicle is traveling and to obtain distances to the intersections; a vehicle state detector 4 to detect a position and speed of travel of the vehicle; a signal passableness deciding unit 5 to decide a passable or impassable state of the traffic signals by the vehicle from the signal light information, the distances to the intersections, and the position and speed of travel of the vehicle; and a display controller 7 to display the passable or impassable state of the traffic signals decided by the signal passableness deciding unit 5 by changes of color on the map.

Abstract: A driving support device includes: an intersection information acquiring unit 3 to obtain signal light information about traffic signals installed at one or more intersections ahead of a road along which the vehicle is traveling and to obtain distances to the intersections; a vehicle state detector 4 to detect a position and speed of travel of the vehicle; a signal passableness deciding unit 5 to decide a passable or impassable state of the traffic signals by the vehicle from the signal light information, the distances to the intersections, and the position and speed of travel of the vehicle; and a display controller 7 to display the passable or impassable state of the traffic signals decided by the signal passableness deciding unit 5 by changes of color on the map.

Abstract: An object of the present invention is to provide an information processing device and an information processing method, each of which is capable of setting a spot position of service provision so as to further improve convenience for users. An information processing device including: a communication unit that receives a position request from a user, the position request requesting a position of a spot at which a specific service is provided; and a control unit that dynamically sets a position of the spot by analyzing position requests from a plurality of users received through the communication unit.

Abstract: A display control method for displaying demand forecast information includes: calculating a predicted number of pick-ups based on demand forecast information of a forecast target area and vacant taxi information, and displaying the calculated predicted number of pick-ups on a map screen, when a magnification for displaying map information is equal to or smaller than a first magnification; and displaying demand forecast information of the forecast target area on the map screen when the magnification is equal to or larger than a second magnification that is larger than the first magnification.

Abstract: Systems and methods for using radio frequency signals and sensors to monitor environments (e.g., indoor building, industrial environments) are disclosed herein. In one embodiment, a system for providing a wireless asymmetric network comprises a hub having one or more processing units and at least one antenna for transmitting and receiving radio frequency (RF) communications in the wireless asymmetric network and a plurality of sensor nodes each having a wireless device with a transmitter and a receiver to enable bi-directional RF communications with the hub in the wireless asymmetric network.

Abstract: A method for detecting fallen cargo, the method may include receiving by a computerized system, sensed information related to driving sessions of multiple vehicles; applying a machine learning process on the sensed information to detect fallen cargo and to classify the fallen cargo to fallen cargo classes; estimating, from the sensed information, an impact of at least some of the fallen cargo classes on a behavior of at least some of the multiple vehicles; and determining, based on the impact, at least one suggested vehicle behavior as a response to a detection of at least some of the fallen cargo classes.

Abstract: Aspects of the disclosure relate to training and using a model for determine states of lanes of interest. For instance, image data including an image and an associated label identifying at least one traffic light, a state of the at least one traffic light, and a lane controlled by the at least one traffic light may be received and used to train the mode such that the model is configured to, in response to receiving an image and a lane of interest included in the image, output a lane state for the lane of interest. This model may then be used by a vehicle in order to determine a state of a lane of interest. This state may then be used to control the vehicle in an autonomous driving mode based on the state of the lane of interest.

Abstract: A vehicular exterior rearview mirror assembly includes a mirror reflector sub-assembly having a mirror reflective element, a mirror back plate, a heater pad, and a blind zone indication module that includes a plastic housing having a front end configured for attaching the blind zone indication module at the rear side of the mirror reflective element. When at least one light emitting diode of the blind zone indication module is electrically powered, light emitted by the light emitting diode exits the blind zone indication module via a light-transmitting portion of the front end of the plastic housing of the blind zone indication module. With the blind zone indication module disposed at the mirror reflective element, and with the light-transmitting portion of the front end of the plastic housing juxtaposed with a light-transmitting aperture of the mirror back plate, light emitted by the light emitting diode passes through the mirror reflective element.

Abstract: Systems and methods for increasing the efficiency of vehicle platooning systems are described. In one aspect, drivers are more likely to enjoy a system if it begins platooning as desired and does not accidently end platoons. When a certain amount of data packets sent between vehicles are dropped, systems typically will either not engage in a platoon or end a current platoon. When a platoon has a very small gap between vehicles, the platoon should end—or not start, when a certain amount of packets are dropped. However, if a gap is large enough to provide a driver with more time to react, a system may accept a greater amount of dropped packets before it refuses to start a platoon or causes the end of a platoon.

Abstract: Systems and methods for increasing the efficiency of vehicle platooning systems are described. In one aspect, data associated with two or more vehicles is received by a system. The data received by the system may be used by a system to track and analyze fleet locations, activities, and fuel efficiency among other attributes. In some examples, fleets management systems may provide users with granular information regarding hundreds of vehicles and information about their platooning systems. Systems and methods described herein also indicated how fleet management and analysis systems can be used to create safer and more fuel-efficient trips.

Abstract: A communication method for satellite-based communication for an aircraft/spacecraft includes monitoring the availability of a first satellite-based communication system, and transmitting aircraft/spacecraft data via the first satellite-based communication system or a second satellite-based communication system depending on the availability of the first satellite-based communication system.

Abstract: The present invention generally relates to deploying airborne agents to capture data related to a physical environment. An exemplary device comprises one or more processors; a memory; and one or more programs that includes instructions for: receiving a user request indicative of a geographical region and a data type; in response to receiving the user request, generating a flight path based on the region; causing the airborne agent to traverse at least a portion of the region based on the generated flight path; causing the airborne agent to gather data based on the data type in the user request; processing the gathered data to obtain a set of data of interest; and providing an output based on the set of data of interest.

Abstract: A computer-implemented method includes receiving a first input associated with an incident location of an incident. A second input associated with a measurement zone surrounding the incident location is received. The method further includes producing, via a display monitor, a set of waypoints associated with a flight path of an unmanned aerial vehicle (UAV) based on the first input and the second input. The set of waypoints is displayed on a satellite aerial map including the incident location.

Abstract: An anti-collision device of an aircraft comprising a plurality of sensors, the plurality of sensors comprising at least two separate sensors, each sensor being configured to respectively deliver its own set of captured data as a function of the proximity of at least one obstruction, the anti-collision device comprising: at least one data homogenization module configured to transform at least one set of captured data in a corresponding set of unmarked data, each set of unmarked data respectively associated with at least one sensor being made up of a plurality of identical data types from one set of unmarked data to another, and a data processing module configured to generate, from said sets of unmarked data, at least one piece of information representative of the presence or absence of obstruction(s).

Abstract: In general, certain embodiments of the present disclosure provide a detection and avoidance system for a vehicle. According to various embodiments, the detection and avoidance system comprises an imaging unit configured to obtain a first image of a field of view at a first camera channel. The first camera channel filters radiation at a wavelength, where one or more objects in the field of view do not emit radiation at the wavelength. The detection and avoidance system further comprises a processing unit configured to receive the first image from the imaging unit and to detect one or more objects therein, as well as a notifying unit configured to communicate collision hazard information determined based upon the detected one or more objects to a pilot control system of the vehicle. Accordingly, the pilot control maneuvers the vehicle to avoid the detected objects.

Abstract: Methods, computer program products, and systems are presented. The method computer program products, and systems can include, for instance: predicting an exhibited sentiment of a certain user on being presented one or more candidate education segment, wherein the predicting is in dependence on historical sentiment parameter values of one or more user on being exposed to presented educational content, the historical sentiment parameter values being stored in a data repository, wherein the presented education segments comprise digital media content adapted for playing by a digital media player; selecting at least one of the one or more candidate education segment in dependence on a result of the predicting so that a selected at least one of the one or more candidate education resulting from the selecting is personalized for the certain user; and presenting to the certain user the selected at least one of the one or more candidate education segment.

Abstract: A teaching and learning aid for articulation of a verb-related language grammar. A number of grammar tables are gathered in structured assemblies. Each assembly describes different verb-related grammar category. A solid body unifies all assemblies into one system by providing one face to each assembly. Each face of a solid body has its assigned color to code its verb-related grammar category. Combination of sides of a solid body visualizes grammar of related colored parts in a sentence. A result is an intuitive and easy-to-use system for teaching, learning, presentation, navigation and analysis of a verb-related grammar.

Abstract: An interactive and automated training system, including a training portal having a training database, a training material creating module including a recorder and a dialogue identifier, a training and practicing module for training and practicing interactively with a trainee user, and a testing module for providing test case scenarios and grading a performance level of the trainee user. The recorder records real time interaction between an employee and a customer. The dialogue identifier differentiates the real time interaction into an employee dialogue and a customer dialogue, and provides indexing of subparts of the real time interaction. The training material creating module stores the real time interaction into the training database along with indexing data of the subparts of the real time interaction. The training material creating module categorizes a plurality of real time interactions stored in the training database into a plurality of training scenarios.

Abstract: Disclosed are a simulator and a simulation system for brain training. The brain training simulator comprises: a communication unit for sending training content to a training apparatus so that the content is displayed on the training apparatus; an input unit for acquiring brain signals of a user on the basis of a non-invasive brain activation measurement method; and a control unit for determining the intention of the user on the basis of the acquired brain signal data and preset intention data. The control unit determines, as the intention of the user, the preset intention data matched with the brain signal data, controls an operation of the training apparatus on the basis of the determined intention of the user, controls the playback of the training content so as to correspond to the operation of the training apparatus, and provides the user with feedback for inducing brain activation.

Abstract: A virtual music lesson application having a plurality of audio drivers to receive instrumental and vocal audio inputs and outputs, a low-latency audio mixer to mix the instrumental and vocal audio inputs and outputs, and a user interface having a student portal and a teacher portal, allowing a student and a teacher in remote locations to participate in an integrated music lesson.

Abstract: A method and system for generating instructional content is provided. In one embodiment the method includes recording images of at least one human subject in motion and processing the recorded images by the processor to determine a sequence of gestures made by the human subject. The method then synchronizes the recorded images with a narrative corresponding to the determined sequence of gestures into a synchronized image-supported narrative and stores the synchronized image-supported narrative to permit reproduction of the synchronized image-supported narrative on a processor-enabled user device.

Abstract: Various systems and methods for engagement dissemination. A face detector detects a face in video data. A context filterer determines a student is on-platform and a section type. An appearance monitor selects an emotional and a behavioral classifiers. Emotional and behavioral components are classified based on the detected face. A context-performance monitor selects an emotional and a behavioral classifiers specific to the section type, Emotional and behavioral components are classified based on the log data. A fuser combines the emotional components into an emotional state of the student based on confidence values of the emotional components. The fuser combines the behavioral components a behavioral state of the student based on confidence values of the behavioral components. The user determine an engagement level of the student based on the emotional state and the behavioral state of the student.

Abstract: An object is to enhance a user's motivation for cheering for a sport and motivate the user to cheer at a stadium or the like. An electronic apparatus (10) includes: at least one motion detecting device (13); and at least one control device (11), the at least one control device (11) being configured to, in a case where at least one motion is detected by the at least one motion detecting device (13), carry out a point acquiring process that includes acquiring a point(s) corresponding to the at least one motion, the at least one motion each being a motion of a body of a user.

Abstract: Provided is a functional learning/training device and methods for forming a new sleeping function, which is distinct and independent of general sleeping function, and which enables the user to fall sleep quickly by overcoming the phenomenon of insomnia. When a new sleeping condition is set by actively generating visual activity every night, the phenomenon of insomnia may be solved, such that the user can fall sleep quickly and further, ultimately, with the use of the newly formed sleeping function, even without the use of the present invention, the user can solve the phenomenon of insomnia easily and fall asleep, as if normal person sleeps in a general sleeping function under general circumstances.

Abstract: An edge server includes a storage unit that stores event data prepared by associating events relating to a value of any of items or a combination of the items included in time series data collected from equipment with associated data of each of the events including identification information of an operator; an extraction section that extracts the event data that are linked with an operator included in a predetermined period during an operating time of the equipment for each of the operators; a preparation section that prepares feature data relating to an operation procedure and a work time for each of the operators on a basis of the even data extracted for each of the operators; and an output section that outputs the feature data.

Abstract: A system has an evaluation server that includes at least one database storing a plurality of cybersecurity awareness evaluations, the database connected to the server, a plurality of clients connected to the server and configured to run at least one of the cybersecurity awareness evaluations for play by users on user devices, the users performing actions in the evaluation including offensive actions and defensive actions, and an evaluation dashboard including an interface configured to display scoring results of the cybersecurity awareness evaluations as determined by the server, the scoring results including a plurality of offensive component scores for at least one of the users, a plurality of defensive component scores for at least one of the users, at least one composite offensive score for at least one of the users and at least one composite defensive score for at least one of the users, the composite offensive score being determined based on a plurality of the component offensive scores and the composit

Abstract: Approaches presented herein enable delivery of real-time internet of things (IoT) feedback to optimize a public speaking performance. More specifically, a set of data representing a speaking performance of a user is captured and analyzed to generate a speaking performance profile of the user. This profile is compared to a reference speaking performance profile and, based on the comparison, a set of performance improvement strategies for the user is generated. A performance improvement strategy is selected from the set of performance improvement strategies based on an identification of an availability of a set of IoT devices for delivery of at least one of the strategies. Instructions are then communicated, responsive to the captured speaking performance associated with the user, to an available IoT device to deliver the selected performance improvement strategy to the user through an output user interface of the available IoT device during the speaking performance.

Abstract: Dynamic industrial vehicle monitoring for modification of vehicle operator behavior comprises identifying a metric that characterizes an event associated with the operator of an industrial vehicle, the metric having a pre-action trigger that defines when the event is predicted to occur, a performance parameter to evaluate against the event and a behavior modification action that corresponds to a desired operator behavior in response to the event. Monitoring operation of the industrial vehicle is carried out for the event. Upon detecting an occurrence of the event, event data is recorded that characterizes a response of a vehicle operator to the event. The recorded event data is evaluated against at least one performance parameter associated with the corresponding metric to determine whether the vehicle operator demonstrated appropriate behavior for the event. A vehicle operator score is updated based upon the evaluation and the updated vehicle operator score is communicated.

Abstract: Accommodation for color or visual impairments may be implemented by selective color substitution. A color accommodation module receives an image frame from a host system and generates a color-adapted version of the image frame. The color accommodation module may include a rule based filter that substitutes one or more colors within the image frame with one or more corresponding alternative colors.

Abstract: A computer-implemented method includes: displaying, by a computer device, video content on a display of the computer device; determining, by the computer device, a moving object in the video content; and controlling, by the computer device, a plurality of microbots to move, on the display, over locations of the object in the video content.

Abstract: A laparoscopic trainer platform assembly includes: a training platform; a base, configured to accommodate at least one target array; the target array including a planar surface upon which are disposed a plurality of protruding targets oriented at various angles on the base; a left side support for supporting the training platform on the base; and a right side support for supporting the training platform on the base.

Abstract: Methods for providing real-time, three-dimensional (3D) augmented reality (AR) feedback guidance to a user of an equipment system to achieve improved diagnostic or treatment outcomes.

Abstract: A simulated eyeball for training in ophthalmic surgery includes a simulated sclera region that constitutes a simulated sclera, and a conductor layer that is formed on a side of the simulated sclera region that is on an interior of the simulated eyeball, the conductor layer forming a simulated choroid region.

Abstract: A pumping heart simulator is described. The pumping heart simulator can include an inflow pump, an outflow pump, and a control apparatus. The inflow pump can have a first magnetic motor that facilitates flow of fluid from a bottom portion of a fluid reservoir to three inlet valves of a heart via the inflow pump. The outflow pump can have a second magnetic motor that facilitates flow of fluid from two outlet valves of the heart to a top portion of the fluid reservoir via the outflow pump. The control apparatus can alternately activate the first magnetic motor and the second magnetic motor. Related apparatuses, systems, methods, techniques and articles are also described.

Abstract: A greeting card having mechanically actuated moving portions is provided. The greeting card may include a panel having one or more folds, one or more flexible drive shafts coupled to the panel and having a flipping or moving portion, and a decorative portion coupled to at least one of the panel and the flipping or moving portion. Each flexible drive shaft may be coupled to the panel such that a portion is positioned on a first side of the fold and a portion is positioned on a second side of the fold. When the greeting card is opened, a moment arm is created in the flexible drive shaft which causes the flipping or moving portion to move from a first position to a second position. The decorative portion may move in response to the flipping or moving portion moving from the first position to the second position.

Abstract: The present disclosure provides a laser-markable article with customized watermarks and a preparation method thereof. The laser-markable article with customized watermarks comprises a surface layer (1) containing a first coloring agent, a bottom layer (2) containing a second coloring agent, an adhesive layer (3), and an optional release layer (4) arranged consecutively in a stack, and further comprises customized watermarks (5?,5?) arranged in the surface layer (1), wherein the customized watermarks (5?,5?) are comprised of a plurality of watermark units spaced apart from one another and regularly distributed in the surface layer (1), and each watermark unit is comprised of a laser-etched pattern with an etch depth of 2.5 to 25 micrometers. The laser-markable article with customized watermarks have good abrasive resistance, durability, and appearance effects.

Abstract: An assembly for displaying a surfacing material can comprise a surfacing material sample defining a first pattern and a printed display having an illustration of the surfacing material. The printed display can define a second pattern. The illustration of the surfacing material can define at least a portion of the second pattern. The surfacing material sample can cover and couple to a portion of the printed display. A scale between the second pattern and the first pattern can be 1:1 so that the first pattern of the surfacing material sample cooperates with the second pattern of the printed display to provide a coordinated visualization of an installation of the surfacing material.

Abstract: Disclosed herein are display devices and systems including a collapsible display assembly: the assembly having a plurality of panels having a predetermined area and thickness, the plurality of panels connected using a plurality of living hinges; a plurality of posts connected to at least one panel; a plurality of protrusions disposed on at least one surface of at least one panel, the protrusions configured to limit a range of motion of at least one living hinge. Also disclosed herein are methods of using the disclosed display devices and systems, for example, to display information in a vending machine, such as pricing and/or caloric information.

Abstract: A flat panel display is provided. A first metal joining surface on a display panel includes a first transverse part and a first longitudinal part, and the area occupied by the first transverse part along a transverse direction is larger than the area occupied by the first longitudinal part along the transverse direction. A second metal joining surface on a flexible wiring substrate includes a second transverse part and a second longitudinal part, and the area occupied by the second transverse part along the transverse direction is larger than the area occupied by the second longitudinal part along the transverse direction. The above design can increase the contact area between the first metal joining surface and the second metal joining surface after the expanding offset between the display panel and the flexible wiring substrate occurring in a thermal joining process, to guarantee electrical signals transmitting normally and improve displaying effect.

Abstract: A display device includes a window, a display module on a rear surface of the window and including a non-bending area and a bending area configured to bend at a periphery of the non-bending area, a protective cover on a rear surface of the display module to protect the bending area of the display module, and a stopper coupled with the protective cover to limit a movement of the window.

Abstract: A display device includes a display panel including first and second expansion portions, and a center portion between the first and second expansion portions; a first outer frame connected to the first expansion portion; a second outer frame connected to the second expansion portion; an intermediate frame disposed between the first and second outer frames, and overlapping the center portion of the display panel; a first guide shaft on the intermediate frame; a first motor connected to the first guide shaft; a first slide connected to the first guide shaft and configured to move along the first guide shaft; a first connection portion rotatably connected to one side of the first slide and one end portion of the first outer frame; and a second connection portion rotatably connected to another side of the first slide and one end portion of the second outer frame.

Abstract: A high-resolution rollable display device is disclosed. The display device includes a rollable display panel having a first side and a second side that is longer than the first side. A printed circuit board is disposed along the first side of the rollable display panel. A plurality of flexible films are connected to the printed circuit board. In one embodiment, a first end of each of the plurality of flexible films is connected to the printed circuit board at the first side of the rollable display panel and a second end of each of the plurality of flexible films is connected to the second side of the rollable display panel.

Abstract: A signage system comprising a first panel and a second panel arranged in a substantially parallel configuration, wherein portions of the first panel and second panel are kept apart at a predetermined distance by a plurality of spacers, thereby providing a space between the first panel and second panel that can enhance the visibility of designs on the first panel and second panel.

Abstract: A wall-mounted modular display includes a support bracket, an alignment bracket, and a display. The support bracket includes one or more lateral support components. The support bracket also includes one or more longitudinal alignment features. The alignment bracket includes one or more vertical alignment features that corresponds to and aligns with a portion of one or more of the longitudinal alignment feature, such that the alignment of the support bracket and the alignment bracket forms a constant angular relationship between the support bracket and the alignment bracket. The display includes one or more display fasteners that correspond to the one or more lateral support components.