Abstract: The invention provides a technique capable of effectively and appropriately removing noise from various kinds of images including noise and artifacts and images in which a noise pattern changes due to a difference in imaging conditions. Based on a noise removal technique using AI, noise characteristics including artifacts are analyzed for each image, the image is classified based on an analysis result, an optimal neural network for a noise processing is applied for each classification, and the noise and the artifacts are reduced.

Abstract: An acoustic wave device includes an element substrate, a piezoelectric layer, a functional electrode on the piezoelectric layer, and a mounting substrate. The element substrate includes a gap portion at a position overlapping at least a portion of the functional electrode as seen in a lamination direction of the element substrate and the piezoelectric layer, and the mounting substrate includes a ground electrode at a position overlapping the functional electrode in the lamination direction.

Abstract: A laser apparatus includes an oscillator that outputs a laser beam, an amplifier that amplifies the laser beam in a chamber including discharge electrodes, front-side and rear-side optical systems disposed at positions facing each other across the chamber and constituting a ring resonator including a first optical path and a second optical path intersecting between the pair of discharge electrodes, a front-side observation device for observation of the first and second optical paths between the front-side optical system and the chamber, and a rear-side observation device for observation of the first and second optical paths between the rear-side optical system and the chamber. Through the first optical path, the front-side optical system outputs, toward the rear-side optical system, the laser beam from the oscillator. Through the second optical path, the rear-side optical system outputs, toward the front-side optical system, the laser beam through the first optical path.

Abstract: An electrode member includes a first electrode pattern and a second electrode pattern. In each of the first electrode pattern and the second electrode pattern, first end portion wires of the first thin metal wires form a pair across the insulation gap, and first end surfaces of the paired first end portion wires are located so as to include portions that face each other with a predetermined distance therebetween in a direction that intersects a first direction. In each of the first electrode pattern and the second electrode pattern, second end portion wires of the second thin metal wires form a pair across the insulation gap, and second end surfaces of the paired second end portion wires are located so as to include portions that face each other with a predetermined distance therebetween in a direction that intersects a second direction.

Abstract: Provided is a method for performing reconstruction and noise removal with high accuracy on various undersampling patterns including equidistant undersampling. An image processing unit that processes measurement data acquired by an MRI apparatus performs image reconstruction by using measurement data on respective channels measured in a predetermined undersampling pattern and sensitivity distributions of respective reception coils. At this time, denoising of a reconstructed image and a calculation for maintaining consistency between original measurement data and the measurement data on the respective channels created from denoised images are sequentially processed. Accordingly, image restoration and denoising with high accuracy are possible without depending on the undersampling pattern.

Abstract: In one aspect, the present disclosure relates to a barrier laminate including a substrate and a sealant layer in this order in a thickness direction, wherein the substrate is a barrier substrate including a polypropylene resin layer and an evaporated film, the polypropylene resin layer is a layer subjected to a stretching process, the evaporated film is composed of an inorganic oxide, the barrier laminate after heat treatment at 120° C. for 15 minutes has a thermal shrinkage ratio (MD1) of 2.00% or less in an MD direction and a thermal shrinkage ratio (TD1) of 2.00% or less in a TD direction.

Abstract: A method, computer system, and a computer program product for audio data augmentation are provided. Sets of audio data from different sources may be obtained. A respective normalization factor for at least two sources of the different sources may be calculated. The normalization factors from the at least two sources may be mixed to determine a mixed normalization factor. A first set of the sets may be normalized by using the mixed normalization factor and to obtain training data for training an acoustic model.

Abstract: A terminal block assembly, includes a unipolar terminal block in which a terminal is held by a resin portion, a first connection portion being formed at one end side of the terminal and a second connection portion being formed at the other end side of the terminal; and a plate on which a plurality of holding holes for holding the unipolar terminal block are formed, wherein the unipolar terminal block is held by the holding holes in a state in which the first connection portion is positioned at one side of the plate and the second connection portion is positioned at the other side of the plate, and the unipolar terminal block is held by each holding hole of the plate.

Abstract: A manufacturing method of a substrate unit includes forming a semiconductor laminated body on a substrate; forming a sacrificial layer on the semiconductor laminated body; forming a semiconductor functional layer on the sacrificial layer; and forming a protective film that covers at least a back surface of the substrate different from a formation surface on which the semiconductor laminated body is formed, a side face of the substrate, and a side face of the semiconductor laminated body.

Abstract: A manufacturing method for a unipolar terminal block, wherein the unipolar terminal block comprises a terminal including a first connection portion formed on one end side and a second connection portion formed on the other end side, and a resin portion holding the terminal, includes setting a metal rod material before the first connection portion or the second connection portion is formed into a cavity of a mold unit for molding the resin portion and filling molten resin into the cavity to mold the resin portion; and after the resin portion is molded, processing the rod material to mold the first connection portion or the second connection portion.

Abstract: A unipolar terminal block includes a terminal having a first connection portion formed at one end side, a second connection portion formed at the other end side, and a central portion formed in a cylinder shape; and a resin portion holding the central portion of the terminal, wherein the resin portion includes a holding hole having a circular cross section and through which the central portion of the terminal is passed, and a slipping-prevention portion engaging with the central portion of the terminal, and the terminal is held to be rotatable with respect to the resin portion.

Abstract: An autonomous driving device to be mounted on a vehicle includes a first ECU configured to autonomously drive the vehicle, and a second ECU configured to operate the vehicle under remote control from an outside. The first ECU is configured to keep an activated state while the second ECU is operating the vehicle. The second ECU is configured to keep a power saving state while the first ECU is autonomously driving the vehicle.

Abstract: A manufacturing assistance apparatus includes a learning unit and an estimator. The learning unit is configured to load a plurality of pieces of actual measurement data in each of which a gap and a plurality of parameters are associated with each other, and construct an estimation model on the basis of machine learning in which the plurality of pieces of actual measurement data serve as teacher data. The gap is provided between a first workpiece and a second workpiece that eventually structure an airframe of an aircraft and that are eventually fastened to each other. The estimation model estimates the gap from the plurality of parameters. The estimator is configured to derive an estimation value of a length of the gap on which measurement has not yet been performed, on the basis of the estimation model constructed by the learning unit and the plurality of parameters.

Abstract: The purpose of the present invention is to inhibit an increase in the amount of A/N resources, without changing the timing at which the error detection result of an SCell is notified when UL-DL configurations to be configured for each of the unit bands are different, from the timing at which the error detection result is notified when just a single unit band is configured. A control unit transmits, using a first unit band, a response signal including error detection results about data received with both the first unit band and a second unit band. In a first composition pattern set for the first unit band, an uplink communication subframe is set to be the same timing as at least an uplink communication subframe of a second composition pattern set for the second unit band.

Abstract: A fluorescent probe that detects calpain enzyme activity with high sensitivity, wherein, enzymatic reactivity with a calpain is improved by bonding an amide group having ?-carbon, which is bonded to an oxygen atom, to the N-terminal of a peptide chain. A fluorescent probe detects calpain activity with higher sensitivity because the probe is improved in reactivity with a calpain as compared to a HMRG fluorescent probe that has heretofore been reported. Specifically, the fluorescent probe relates to a compound represented by the following general formula (I) or a salt thereof.

Abstract: Provided is an image in which noise and artifacts, which pose a problem in intraoperative MRI, are reduced and a decrease in sharpness due to noise reduction for a tissue or a site, for which high visibility is required, is suppressed. In a case of generating and presenting a third MR image by using a first MR image acquired by an MRI apparatus and a second MR image obtained by performing processing of reducing noise and artifacts with respect to the first MR image, a difference for each pixel between the first MR image and the second MR image is taken, and a weighting value for each pixel is calculated using a generated difference image. The weighting value is used to combine the first MR image and the second MR image through weighted averaging for each pixel, and the combined image is presented.

Abstract: Provided is a noise-reduced image in which noise and artifacts, which pose a problem in intraoperative MRI, are reduced for each pixel in a manner desired by a user and a preference of the user for a tissue or a site that the user wants to observe is reflected. In a case of generating and presenting a third medical image by using a first medical image acquired by an MRI apparatus and a second medical image obtained by performing processing of reducing noise and artifacts with respect to the first medical image, a difference for each pixel between the first medical image and the second medical image is taken, a weighting value for each pixel is calculated using a generated difference image, and a user's change for weighting is received. The finally decided-on weighting value is used to combine the first medical image and the second medical image through weighted averaging for each pixel, and the combined image is presented.

Abstract: To provide a technology that can suppress the reduction of an antenna gain while maintaining the quality of the design of the exterior furnishing of the antenna. Provided is an antenna apparatus including: an antenna module that includes a first slot antenna that transmits or receives a first wireless signal, a first feed element that supplies power to the first slot antenna, a second slot antenna that transmits or receives a second wireless signal having a polarization direction orthogonal to a polarization direction of the first wireless signal, and a second feed element that supplies power to the second slot antenna; and a metal plate that includes a first slot, and a second slot a longitudinal direction of which is orthogonal to a longitudinal direction of the first slot.

Abstract: An autonomous driving device includes a plurality of driving function ECUs having a function to drive a vehicle in place of an occupant, and a driving function switch ECU is configured to individually change operating states of the driving function ECUs according to a route to a destination and remaining power. The driving function ECUs include an autonomous driving ECU configured to autonomously drive the vehicle, and a remote control ECU configured to operate the vehicle according to remote control from outside.

Abstract: A semiconductor light source and a constant current circuit are arranged in series between an input terminal and a ground terminal. When an input voltage at the input terminal exceeds a predetermined threshold voltage, a load dump circuit cuts off or reduces a current that flows through the constant current circuit.