Abstract: Mobile device for real-time retinal diagnosis comprising a capturing module configured to capture a number V of images of a retina of a patient, an object detection module configured to calculate an object detection score for the presence of an optic disc and to calculate the location of the optic disc for each of the number V of images with a trained neural network for the detection of an optic disc, an extraction module configured to extract a partial image area of the optic disc in each of the images of the retina of the patient based on the previously calculated location of the optic disc in each of the images, a classification module configured to forecast the presence or absence of optic disc edema for each of the extracted partial image areas containing the optic disc with a trained convolutional neural network for the identification of optic disc edema, and a predictor module configured to calculate an overall prediction for the presence of optic disc edema for the patient.

Abstract: An event-based signal saliency detection and classification system operable to receive an input signal and convert the input signal to input data. The system transforms input data from the temporal domain into the frequency domain in a plurality of frequency domain bins. Each of the frequency domain bins are monitored for magnitude changes that meet or exceed a threshold value. Event data corresponding to an event at which time a magnitude change meets or exceeds the threshold value is detected in the frequency domain bins can be stored in an event plane. The system can output the event data a saliency-classifier convolutional neural network (CNN) to classify the event data as salient data or non-salient data and output the salient data for processing by a downstream processor to produce analysis output data.

Abstract: A technology is described for hyperspectral imaging. An example of the technology can include receiving an event stream of events from an event camera coupled to an interferometer. The event camera can receive light output from the interferometer and generate the event stream, comprising event data that corresponds to the light output. The events in the event stream can indicate a pixel that detected an event, a time of the event, and a polarity of change in brightness detected by the pixel. Spectral data can be generated for the events in the event stream using a demodulation and frequency transform to convert temporospatial aggregates of events in the event stream to frequency domain data that corresponds to an optical spectrum. A hyperspectral image of an input scene in a spectral range can be generated using the spectral data.

Abstract: A technology is described for pixel frequency filtering for event cameras. An example of the technology can include receiving events representative of changes in brightness detected by a pixel in a pixel array included in the event camera, tracking a number of event sign transitions that occur within a defined time window, determining that the number of event transitions corresponds to an event transition frequency, and allowing the events generated by the pixel to be output from the event camera.

Abstract: A technology is described for optical communication. An example of the technology can include receiving an event stream containing indications of independent events detected by pixels in an event camera. An event may be a change in brightness detected by a pixel in the pixel array, and the pixel independently generates an indication of the event in response to detecting the event. The event stream can be demultiplexed into a plurality of communication streams containing related events associated with a plurality of communication sources. The events contained in a communication stream can be aggregated based in part on an event proximity and an event time that associates an event with other events contained in the event stream. The plurality of communication streams can be demodulated to extract optically transmitted information from the plurality of communication streams, which can be sent to a data consumer.

Abstract: A technology is described for optical communication. An example of the technology can include receiving an event stream containing indications of independent events detected by pixels in an event camera. An event may be a change in brightness detected by a pixel in the pixel array, and the pixel independently generates an indication of the event in response to detecting the event. The event stream can be demultiplexed into a plurality of communication streams containing related events associated with a plurality of communication sources. The events contained in a communication stream can be aggregated based in part on an event proximity and an event time that associates an event with other events contained in the event stream. The plurality of communication streams can be demodulated to extract optically transmitted information from the plurality of communication streams, which can be sent to a data consumer.

Abstract: A technology is described for pixel frequency filtering for event cameras. An example of the technology can include receiving events representative of changes in brightness detected by a pixel in a pixel array included in the event camera, tracking a number of event sign transitions that occur within a defined time window, determining that the number of event transitions corresponds to an event transition frequency, and allowing the events generated by the pixel to be output from the event camera.

Abstract: Batting cages are disclosed relating to practice for games such as baseball and softball. The batting cages described may include a net enclosure, a pitching compartment, a hitting compartment, a first pitching screen separating the pitching compartment from the hitting compartment, a second pitching screen that may cover a portion of an opening in the first pitching screen; a second opening in the first pitching screen; and a guide that directs balls from the hitting compartment through the second opening toward a location in the pitching compartment. Uses of batting cages are also taught.

Abstract: A technology is described for optical communication. An example of the technology can include receiving an event stream containing indications of independent events detected by pixels in an event camera. An event may be a change in brightness detected by a pixel in the pixel array, and the pixel independently generates an indication of the event in response to detecting the event. The event stream can be demultiplexed into a plurality of communication streams containing related events associated with a plurality of communication sources. The events contained in a communication stream can be aggregated based in part on an event proximity and an event time that associates an event with other events contained in the event stream. The plurality of communication streams can be demodulated to extract optically transmitted information from the plurality of communication streams, which can be sent to a data consumer.

Abstract: A technology is described for hyperspectral imaging. An example of the technology can include receiving an event stream of events from an event camera coupled to an interferometer. The event camera can receive light output from the interferometer and generate the event stream, comprising event data that corresponds to the light output. The events in the event stream can indicate a pixel that detected an event, a time of the event, and a polarity of change in brightness detected by the pixel. Spectral data can be generated for the events in the event stream using a demodulation and frequency transform to convert temporospatial aggregates of events in the event stream to frequency domain data that corresponds to an optical spectrum. A hyperspectral image of an input scene in a spectral range can be generated using the spectral data.

Abstract: A technology is described for optical communication. An example of the technology can include receiving an event stream containing indications of independent events detected by pixels in an event camera. An event may be a change in brightness detected by a pixel in the pixel array, and the pixel independently generates an indication of the event in response to detecting the event. The event stream can be demultiplexed into a plurality of communication streams containing related events associated with a plurality of communication sources. The events contained in a communication stream can be aggregated based in part on an event proximity and an event time that associates an event with other events contained in the event stream. The plurality of communication streams can be demodulated to extract optically transmitted information from the plurality of communication streams, which can be sent to a data consumer.

Abstract: A corn MOG separator for an agricultural combine having a chopper for chopping MOG, the corn MOG separator being located after the chopper in the MOG flow stream and having a separating chamber for receiving the MOG and separating the lighter from the heavier components, the chamber having a mechanical decelerator for mechanically decelerating the corn MOG.

Abstract: A crop residue handling device is mounted to the rear of a combine harvester for intercepting crop residue that remains after grain has been separated from the crop by the separator and cleaning arrangement of the harvester. The residue handling device includes a chopper which chops and impels the chopped residue rearwardly through a discharge duct. A transition duct receives the crop exiting from the chopper and contains upright deflector vanes mounted for pivoting and being automatically moved among desired positions, by a power actuator so as to direct desired proportions of the crop residue between a blower for receiving and accelerating the crop through a discharge chute for collection in a receptacle of a towed trailer, and a pair of spreader disks located at opposite sides of the blower for receiving and dispersing the crop residue on the ground.

Abstract: A corn MOG separator for an agricultural combine having a chopper for chopping MOG, the corn MOG separator being located after the chopper in the MOG flow stream and having a separating chamber for receiving the MOG and separating the lighter from the heavier components, the chamber having a mechanical decelerator for mechanically decelerating the corn MOG.

Abstract: A crop residue handling device is mounted to the rear of a combine harvester for intercepting crop residue that remains after grain has been separated from the crop by the separator and cleaning arrangement of the harvester. The residue handling device includes a chopper which chops and impels the chopped residue rearwardly through a discharge duct. A transition duct receives the crop exiting from the chopper and contains upright deflector vanes mounted for pivoting and being automatically moved among desired positions by a power actuator so as to direct desired proportions of the crop residue between a blower for receiving and accelerating the chopped through a discharge chute for collection in a receptacle of a towed trailer, and a pair of spreader disks located at opposite sides of the blower for receiving and dispersing the crop residue on the ground.

Abstract: A borehole caliper tool includes a tool body and an arm coupled to the tool body. The arm is deflectable relative to the tool body. The caliper tool further includes a cam coupled to the arm such that a position of the cam changes as the arm deflects. The caliper tool further includes a proximity sensor for sensing the position of the cam, wherein the position of the cam provides an indication of the deflection of the arm relative to the tool body.

Abstract: A borehole caliper tool includes a tool body, a bow spring flexibly coupled to the tool body, a target coupled to the bow spring, and an ultrasonic transducer coupled to the tool body, wherein in operation the ultrasonic transducer transmits an acoustic pulse to the target and receives an echo of the acoustic pulse from the target.

Abstract: A borehole caliper tool includes a tool body, a bow spring flexibly coupled to the tool body, a target coupled to the bow spring, and an ultrasonic transducer coupled to the tool body, wherein in operation the ultrasonic transducer transmits an acoustic pulse to the target and receives an echo of the acoustic pulse from the target.

Abstract: A borehole caliper tool includes a tool body and an arm coupled to the tool body. The arm is deflectable relative to the tool body. The caliper tool further includes a cam coupled to the arm such that a position of the cam changes as the arm deflects. The caliper tool further includes a proximity sensor for sensing the position of the cam, wherein the position of the cam provides an indication of the deflection of the arm relative to the tool body.