Abstract: The invention generally relates to motion analysis systems and methods of use thereof. In certain aspects, the system includes an image capture device, at least one accelerometer, and a central processing unit (CPU) with storage coupled thereto for storing instructions that when executed by the CPU cause the CPU to receive a first set of motion data from the image capture device related to at least one joint of a subject while the subject is performing a task and receive a second set of motion data from the accelerometer related to the at least one joint of the subject while the subject is performing the task. The CPU also calculates kinematic and/or kinetic information about the at least one joint of a subject from a combination of the first and second sets of motion data, and outputs the kinematic and/or kinetic information for purposes of assessing a movement disorder.

Abstract: Examples provide a brake pedal assembly including a pedal housing, a bracket for securement within a vehicle, and a pedal arm having a proximal portion pivotally supported by the pedal housing and a distal portion including a foot pad spaced from the bracket. The pedal arm pivots from an unactuated position to a fully actuated position in response to application of a force to the foot pad. A pedal emulator system provides variable operator feedback as the pedal arm pivots in response to the application of force. The pedal emulator system includes a first spring set engaged with the pedal arm at the unactuated position and operable to bias the pedal arm toward the unactuated position, and a second spring set engaged with the pedal arm only after the pedal arm pivots from the unactuated position to a first intercept position between the unactuated and fully actuated positions.

Abstract: A pedal emulator including a housing having a first housing portion that defines a first chamber and a second housing portion that defines a second chamber, the second housing portion moveable relative to the first housing portion. The pedal emulator also includes a first spring that is compressed while the second housing portion travels a first distance relative to the first housing portion, a second spring that is compressed in parallel with the first spring after the second housing travels the first distance and while the second housing portion travels a second distance relative to the first housing portion, and a third spring that is compressed in parallel with the first spring and the second spring after the second housing portion travels the second distance and while the second housing portion travels a third distance relative to the first housing portion.

Abstract: A coated article includes a substrate, a first dielectric layer, a first metallic layer, a first primer layer, a second dielectric layer, a second metallic layer, a second primer layer, a third dielectric layer, a third primer layer, a third metallic layer, and a fourth dielectric layer. The total combined thickness of the metallic layers is at least 30 nanometers and no more than 60 nanometers. The article can have a sheet resistance of less than 0.85 ?/?, a visible light reflectance of not more than 10%, and a visible light transmittance of at least 70%.

Abstract: A coated article includes a substrate, a first dielectric layer, a first metallic layer, a second dielectric layer, a second metallic layer, a third dielectric layer, a third metallic layer, a fourth dielectric layer, a fourth metallic layer and a fifth dielectric layer. At least one of the metallic layers is a discontinuous metallic layer having discontinuous metallic regions. An optional primer is positioned over any one of the metallic layers. Optionally a protective layer is provided as the outer most layer over the fifth dielectric layer.

Abstract: The present invention relates to a method for computing a pose for a robot head for handling an object by means of a handle connected to said object, comprising the steps of: (a) obtaining, by means of a vision sensor, an image of a scene comprising said object and said handle, said image comprising 3D information and preferably color information; (b) segmenting, by means of a trained segmentation NN, said image, according to a plurality of semantic components comprising at least a first semantic component relating to said object and a second semantic component relating to said handle; (c) determining, based on said plurality of semantic components, handling data for handling said object, said handling data comprising a handling position being on said handle; and (d) computing, based on said handling data, a pose for said robot head, said pose comprising at least a robot head position for approaching said handle.

Abstract: The invention generally relates to methods for guiding physical therapy to a subject. In certain embodiments, methods of the invention involve providing stimulation to a subject's central nervous system to modulate one or more signals sent to or from a plurality of target regions of the subject. Methods of the invention further involve assessing the response of the plurality of target regions to the stimulation to determine if there is a differential response among the target regions to the stimulation, and providing focused physical therapy to at least one of the target regions based on the assessment of the response of the plurality of peripheral target regions to the stimulation.

Abstract: Improved orientation detection based on deep learning A method for generating a robot command for handling a 3D physical object present within a reference volume, the object comprising a main direction and a 3D surface, the method comprising: obtaining at least two images of the object from a plurality of cameras positioned at different respective angles with respect to the object; generating, with respect to the 3D surface of the object, a voxel representation segmented based on the at least two images; determining a main direction based on the segmented voxel representation; and the robot command for the handling of the object based on the segmented voxel representation and the determined main direction, wherein the robot command is computed based on the determined main direction of the object relative to the reference volume, wherein the robot command is executable by means of a device comprising a robot element configured for handling the object.

Abstract: A pedal emulator including a housing having a first housing portion that defines a first chamber and a second housing portion that defines a second chamber, the second housing portion moveable relative to the first housing portion. The pedal emulator also includes a first spring that is compressed while the second housing portion travels a first distance relative to the first housing portion, a second spring that is compressed in parallel with the first spring after the second housing travels the first distance and while the second housing portion travels a second distance relative to the first housing portion, and a third spring that is compressed in parallel with the first spring and the second spring after the second housing portion travels the second distance and while the second housing portion travels a third distance relative to the first housing portion.

Abstract: A coated article includes a substrate, a first dielectric layer, a first metallic layer, a second dielectric layer, a second metallic layer, a third dielectric layer, a third metallic layer, a fourth dielectric layer, a fourth metallic layer and a fifth dielectric layer. At least one of the metallic layers is a discontinuous metallic layer having discontinuous metallic regions. An optional primer is positioned over any one of the metallic layers. Optionally a protective layer is provided as the outer most layer over the fifth dielectric layer.

Abstract: Embodiments are generally directed to techniques for interactive landscaping project generation. Some embodiments are particularly directed to a project platform that supports aspects of project generation and collaboration. In several embodiments, the project platform may facilitate project mapping, design, and estimation. In many embodiments, the project platform may facilitate interaction between users (e.g., companies) and clients (e.g., customers).

Abstract: A coated article includes a substrate, a first dielectric layer, a first metallic layer, a first primer layer, a second dielectric layer, a second metallic layer, a second primer layer, a third dielectric layer, a third primer layer, a third metallic layer, and a fourth dielectric layer. The total combined thickness of the metallic layers is at least 30 nanometers and no more than 60 nanometers. The article can have a sheet resistance of less than 0.85 ?/?, a visible light reflectance of not more than 10%, and a visible light transmittance of at least 70%.

Abstract: There is discussed a method of picking and placing bulbs, in which bulbs are supplied on a supply surface of a bulbs supply system; the bulbs being identified and picked from the supply surface with a pick-and-place head; wherein picked bulbs are transferred from the pick-and-place head, shoot-first and roots-last to a transfer-receptacle comprising at least one bulb-receptor, wherein the bulb-receptor temporarily clutches said bulb.

Abstract: A coated article includes a substrate, a first dielectric layer, a first metallic layer, a first primer layer, a second dielectric layer, a second metallic layer, a second primer layer, a third dielectric layer, a third primer layer, a third metallic layer, and a fourth dielectric layer. The total combined thickness of the metallic layers is at least 30 nanometers and no more than 60 nanometers. The article can have a sheet resistance of less than 0.85 ?/?, a visible light reflectance of not more than 10%, and a visible light transmittance of at least 70%.

Abstract: A vehicle pedal emulator assembly comprising a housing and a sleeve both defining an interior cavity. The sleeve is adapted for sliding movement in the interior cavity of the housing. Respective first, second, third, and fourth springs located in opposed ends of the interior cavity of the housing are compressible in parallel in response to the sliding movement of the sleeve in the interior cavity of the housing. The first and second springs surround the shaft and extend between one end of the housing and one end of the shaft. The third and fourth springs extend between one end of the sleeve and the other end of the sleeve. The combination of an inductive sensor and a Hall Effect sensor are adapted for measurement of the position of the sleeve relative to the housing.

Abstract: Systems, methods, and computer readable storage media provide dynamic chassis and tire status indications associated with a vehicle. Lift axle status data may be graphically represented by a lift axle indicator dynamically provided in a shared notification/messaging space positioned within the driver's line of sight during a lift axle transition. The lift axle indicator may include a side-view representation of the vehicle including a plurality of axle sections indicating the status of each axle. The lift axle indicator may be suppressed when air pressure is stabilized. Additionally, a graphical representation of data associated with statuses (e.g., air pressure, temperature) of each tire may be provided in a top-down view representation of the vehicle including its associated tire/axle configuration and the tire pressure for each tire. The graphical representation may be configured to reflect the correct number of axles and tires per position, and may further include a tractor versus trailer designation.

Abstract: Systems, methods and computer readable storage media provide a flexible and variability-accommodating instrument cluster for display on an in-vehicle screen and a user experience interaction model for providing vehicle status-related information via the instrument cluster. The instrument cluster may be shown in a minimized content view, basic content view, or enhanced content view, wherein each content view may include a varying range of displayed information based on a layout template. The driver can easily scroll between the various content views while driving. The instrument cluster may alternatively be shown in a favorites view, amongst a plurality of preconfigured favorites views associated with different drivers, the favorites view including a user-selected set of gauges in a user-selected layout. A steering wheel-based shortcut control is provided that can be assigned to a changeable parameter and used to toggle the parameter in association with an instrument cluster display element while driving.

Abstract: The present invention relates to a computer-implemented method for labelling a training set, preferably for training a neural network, with respect to a 3D physical object by means of a GUI, the method comprising the steps of: obtaining a training set relating to a plurality of training objects, each of the training objects comprising a 3D surface similar to the 3D surface of said object, the training set comprising at least two images for each training object; generating, for each training object, a respective 3D voxel representation based on the respective at least two images; receiving, via said GUI, manual annotations with respect to a plurality of segment classes from a user of said GUI for labelling each of the training objects; and preferably training, based on said manual annotations (91, 92, 93), at least one NN, for obtaining said at least one trained NN.

Abstract: Embodiments of the present disclosure include a method for token-position handling comprising: processing a first sequence of tokens to produce a second sequence of tokens, wherein the second sequence of tokens has a smaller number of tokens than the first sequence of tokens; masking at least some tokens in the second sequence to produce masked tokens; moving the masked tokens to the beginning of the second sequence to produce a third sequence; encoding tokens in the third sequence into a set of numeric vectors in a first array; and processing the first array in a transformer neural network to determine correlations among the third sequence, the processing the first array producing a second array.

Abstract: Techniques for training neural networks are provided. According to one set of embodiments, a first array is processed in a spreading component to produce a second array, where a first dimension of the first array corresponds to at least one sequence of approximately orthogonal numeric vectors representing tokens, and where the spreading component combines values along the first dimension. The second array is processed in a transformer neural network to determine correlations between the sequence, which produces a third array. One or more batches of the third array are processed in a de-spreading component to produce a fourth array.