Abstract: A method for extracting a moving object in a video by an object detection system operated by at least one processor is provided. The method comprises receiving a certain unsmoothed frame included in the video, and if the certain frame is not a first frame of the video, calculating a pixel intensity difference between reference pixels of a reference background sample extracted from the first frame of the video and each of frame pixels of the certain frame. The method further comprises determining a segmentation of a background and a foreground in the certain frame based on the calculated pixel intensity difference and a predetermined threshold, and extracting the foreground from the certain frame as the object according to a similarity measurement value between the reference pixels and the frame pixels.

Abstract: Systems and methods are disclosed for receiving a target electronic image corresponding to a target specimen, the target specimen comprising a tissue sample of a patient, applying a machine learning system to the target electronic image to identify a region of interest of the target specimen and determine an expression level of, category of, and/or presence of a biomarker in the region of interest, the biomarker comprising at least one from among an epithelial growth factor receptor (EGFR) biomarker and/or a DNA mismatch repair (MMR) deficiency biomarker, the machine learning system having been generated by processing a plurality of training images to predict whether a region of interest is present in the target electronic image, the training images comprising images of human tissue and/or images that are algorithmically generated, and outputting the determined expression level of, category of, and/or presence of the biomarker in the region of interest.

Abstract: A system for PET image reconstruction is provided. The system may obtain PET data of a subject. The PET data may be associated with a plurality of coincidence events, which includes scattering events. The system may also generate a preliminary scatter sinogram relating to the scattering events based on the PET data. The system may also generate a target scatter sinogram relating to the scattering events by applying a scatter sinogram generator based on the preliminary scatter sinogram. The target scatter sinogram may have a higher image quality than the preliminary scatter sinogram. The system may further reconstruct a target PET image of the subject based on the PET data and the target scatter sinogram.

Abstract: Methods, systems, computer-readable media, and apparatuses for expanding the functionality of a security system are disclosed. The security system may be integrated with a vehicle security system. For example, a vehicle security node of a vehicle may transmit a signal that may be received by the security system. The security system may authenticate the vehicle security node and integrate the vehicle security node into its network. Various information may be communicated in both directions between the security system and the vehicle security node. The vehicle security node may communicate with an alarm panel that may include a dock for connecting a portable device.

Abstract: Provided herein are systems and methods for automated identification of volumes of interest in volumetric brain images using artificial intelligence (AI) enhanced imaging to diagnose and treat acute stroke. The methods can include receiving image data of a brain having header data and voxel values that represent an interruption in blood supply of the brain when imaged, extracting the header data from the image data, populating an array of cells with the voxel values, applying a segmenting analysis to the array to generate a segmented array, applying a morphological neighborhood analysis to the segmented array to generate a features relationship array, where the features relationship array includes features of interest in the brain indicative of stroke, identifying three-dimensional (3D) connected volumes of interest in the features relationship array, and generating output, for display at a user device, indicating the identified 3D volumes of interest.

Abstract: A visual perception system includes a scanning camera, color sensor with color filter array (CFA), and a classifier node. The camera captures full color pixel images of a target object, e.g., a traffic light, and processes the pixel images through a narrow band pass filter (BPF), such that the narrow BPF outputs monochromatic images of the target object. The color sensor and CFA receive the monochromatic images. The color sensor has at least three color channels each corresponding to different colors of spectral data in the monochromatic images. The classifier node uses a predetermined classification decision tree to classify constituent pixels of the monochromatic images into different color bins as a corresponding color of interest. The color of interest may be used to perform a control action, e.g., via an automated driver assist system (ADAS) control unit or an indicator device.

Abstract: A system for urban air mobility monitors flight separation for compliance with a safe separation distance. A reference formation airspace is established for a reference air taxi based on minimum longitudinal, lateral and vertical parameters. When penetration of the reference formation airspace is detected, a penetration airspace is established. A centroid of the penetration airspace is determined and a target separation to the centroid is supplied to the air taxi to reestablish safe separation. The extent of separation is also safely contained by the presence of virtual air taxis whose positions on the periphery of the penetrated airspace serve to limit potential penetration of surrounding air taxi air spaces.

Abstract: A system level scheme for networking of implantable devices, electronic patch devices/sensors coupled to the body; and wearable sensors/devices with cellular telephone/mobile devices, peripheral devices and remote servers.

Abstract: Methods, user interfaces and systems are described that enable responder preferences to be considered during deployment of a public responder network. In some embodiments, a user is able to set preferences such as a mobility status, a public accessibility preference, a incidents notifications preference or a geographic preference associated with a medical device that is a part of the public responder network. In some embodiments, the user is able to select or define an area for which incident notifications are desired or are to be restricted in some manner. The described approach is well suited for public responder networks that include medical devices such as defibrillators (e.g., AEDs) in the network.

Abstract: Systems and methods for real-time prioritization and management of heat trace circuit alarms are provided. A method includes importing heat trace circuit alarm data, ERP scheduling data, process data, operations data and weather data to establish a criticality matrix for prioritizing heat trace alarms. Alarms are assigned a criticality rating and alarm grouping based on the criticality matrix. Alarms are prioritized according to the criticality rating and an independent self-test to validate each alarm is performed based on the alarm grouping. Validated alarms are compared against ERP data to create or update a work request to repair to alarm based on the criticality rating. The system may implement artificial intelligence machine learning algorithms to predict failure of heat trace circuit components based on alarm history and tracked electrical and temperature operating parameters of heat trace circuits.

Abstract: A control device for a premises security system is provided. The control device includes processing circuitry configured to receive a plurality of video streams associated with the plurality of image capture devices, stitch together at least a portion of the plurality of video streams to generate a three-dimensional (3D) view, determine an alarm event associated with the premises security system, and overlay at least one virtual object onto the 3D view, where the at least one virtual object indicates the alarm event and data associated with the alarm event.

Abstract: An electronic device, having a primary function different from detecting a fire, is configured for detecting a fire. The device includes processor circuitry, and a temperature sensor configured to generate temperature data, wherein the processor circuitry is configured to determine whether a first generated temperature data meets a first temperature criteria at a first time, and determine whether a second generated temperature data meets a second temperature criteria at a second time after the first time.

Abstract: A system for prioritizing traffic having a traffic signal controller (TSC), a processor, a database, and one or more detectors configured to detect the presence of a vehicle having a vehicle identifier. The system is configured so that the processor is in communication with the TSC and at least one detector, and the detectors are configured to detect passing vehicles having a vehicle identifier. In a case the vehicle identifier has a record within the database, the processor an approximate travel time of the vehicle identifier between a location of the detector where the vehicle identifier is detected and a traffic signal connected to the TSC, and a command is set to be sent from the processor to the TSC to change the traffic signal connected to the TSC in a direction of travel of the vehicle identifier if one or more conditions are met. The command sent from the processor to the TSC has a delay of between zero seconds and the approximate travel time calculated.

Abstract: A compressed sensing imaging method and a compressed sensing imaging system are provided. In the method, multiple grayscale masks having multiple elements with grayscale values represented by floating-point values or continuous values are generated as sensing matrices based on a compressed sensing theory. A spatial light modulator is controlled to modulate an electromagnetic wave projected on an object under test according to the grayscale value of each element in each grayscale mask, and a physical property of the electromagnetic wave passing through the object under test is detected to obtain multiple measured values. An image reconstruction algorithm is executed to reconstruct an image of the object under test by using the grayscale masks and the measured values obtained from the electromagnetic wave modulated by each grayscale mask.

Abstract: According to an image processing method and system for improving three-dimensional display effect of blood vessels provided by the present invention, the image processing method comprises the following steps: design an interpolation algorithm to preprocess the original data to obtain a preprocessed image based on the original image volume data before projection; determine the blood vessel trend according to the preprocessed image, eliminate isolated points, and perform image smoothing processing on the blood vessel trend to obtain a smooth image; and process the smooth image by a nonlinear change method to perform nonlinear enhanced display of blood vessels and suppress the background. And improve the display effect of blood vessel signals.

Abstract: A distress signal system for a sea vessel comprises several navigation lights (11, 12, 13, 14, 15), which are connected in an electrical circuit and arranged to emit a steady light in different directions in a normal operating state. The distress signal system comprises a control means (28, 30) connected to the electrical circuit which in a distress signal state is arranged to vary the current to the navigation lights (11, 12, 13, 14, 15) in order to vary the light emission therefrom in accordance with a distress signal, such as SOS. A manually actuatable actuator (24) is connected to the control means (28, 30) to activate or deactivate the distress signal state. A light activating means (26) is arranged to provide a varied power supply to the navigation lights (11, 12, 13, 14, 15) in connection with activating the distress state, regardless of whether these are in operating state or not.

Abstract: Disclosed is an electronic device for performing ultra wide band (UWB) multi-ranging. The electronic device includes a communication system that performs UWB communication with multiple terminals and a processor. The multiple terminals include a smart key and at least one digital key. The smart key is a device that is ranged on a one off basis in response to a user input and the at least one digital key includes at least one device that is periodically ranged. The processor set priorities of the plurality of terminals, select one of the plurality of terminals between which pieces of ranging timing overlap based on the priorities of the plurality of terminals when the pieces of ranging timing of the plurality of terminals overlap, and perform ranging on the selected terminal through the communication system.

Abstract: The present disclosure provides a method, an Internet of Things system and medium for early warning smart gas harmful components.

Abstract: A video recording device to be worn by a user, the video recording device including a main body, a camera disposed on at least a portion of main body to record at least one of at least one picture and at least one video thereon, a control unit disposed within at least a portion of the main body to direct the camera to record the at least one video for a predetermined duration in response to a real time mode being activated and save the at least one video for the predetermined duration in response to receiving a save command, and an ear connector disposed on at least a portion of the main body to removably connect the main body to an ear of the user.

Abstract: An information processor (10m) includes a control unit (104). On a basis of position information indicating a perceptual position that causes a haptic stimulus to be perceived in a haptic presentation device (2) and on a basis of haptic stimulus type information specifying a type of the haptic stimulus, and in accordance with an arrangement of one or more haptic stimulus units provided in the haptic presentation device (2), the control unit (104) generates a haptic control signal to each of the haptic stimulus units for presentation of the haptic stimulus of the type specified at the perceptual position, and a script in which time information on a reproduction content and one or more of the generated haptic control signals are associated with each other.