Abstract: A showerhead structure comprises a showerhead including an inner zone, an outer zone, and a partitioning wall therebetween and configured to isolate the inner zone and the outer zone from each other. A first plate is on top of the showerhead and includes a distributor. A plurality of first holes is in the inner zone, and a plurality of second holes is in the outer zone. A plurality of columns in each of the inner zone and the outer zone each extending toward the first plate and having a third hole and a first fluid passage connected to the third hole therein. A space under the showerhead receives a fluid through the first fluid passage and the third hole, the space under the showerhead receives a first gas through the first hole, and the space under the showerhead is configured to receive a second gas through the second hole.

Abstract: Disclosed is a computing device, which includes a processor, a camera that captures RGB image data, a memory that stores image data including the RGB image data, and a pupil detection device that detects a pupil from the RGB image data stored in the memory in response to a request of the processor. The pupil detection device includes an image converter that receives the RGB image data, detects first eye area data including eye area information from the received RGB image data, and converts the first eye area data into second eye area data having IR (InfraRed) image characteristics by using a deep neural network, a pupil candidate detector that detects pupil candidate data from the second eye area data, and a pupil boundary detector that detects pupil boundary data from the pupil candidate data.

Abstract: A printed circuit board includes a glass layer having a cavity, a through-via having a through-portion penetrating the glass layer, and a protrusion portion protruding upwards from an upper surface of the glass layer, an electronic component disposed in the cavity, and a first insulating layer filling at least a portion of the cavity, the first insulating layer covering at least a portion of the electronic component.

Abstract: A laundry treating apparatus for a processing operation for laundry, the laundry treating apparatus including a control panel to allow a user to input a control signal for the processing operation. The laundry treating apparatus includes a main body to accommodate laundry and a cover defining an exterior of the main body. The cover includes a first through hole in a front upper end portion. The control panel is installed inside the cover and partially exposed to an exterior of the cover through the first through hole. The control panel includes a window having a front surface bonded to the inner surface of the cover at an area other than the first through hole. A touch screen is coupled to a rear surface of the window. A coating guide supports a rear surface of the touch screen and is fastened to the inner surface of the cover.

Abstract: A laundry treating apparatus for performing a processing operation for laundry, the laundry treating apparatus including a control panel to allow a user to input a control signal for the processing operation. The laundry treating apparatus includes a main body configured to accommodate laundry and a cover configured define an exterior of the main body. The cover includes a first through hole in the front upper end portion of the cover. The control panel is installed inside the cabinet cover and partially exposed to an exterior of the cover through the first through hole. The control panel includes a window having a front surface in contact with the inner surface of the cover at an area other than the first through hole. A touch screen is located at a rear surface of the window. A coating guide is configured to support a rear surface of the touch screen.

Abstract: A laundry treating apparatus for performing a processing operation for laundry includes a control panel for inputting control signals for the processing operation. The laundry treating apparatus includes a main body configured to accommodate laundry and and a cover defining an exterior of the main body. The cover includes a first through hole located at a front upper end portion of the cover. A control panel is located at an inner surface of the cover. The control panel is partially exposed to an exterior of the cover through the first through hole to allow a user to input a control signal for the processing operation. The control panel includes a fixed UI section including a first control UI having a fixed display; and a variable UI section including a second control UI having a variable display.

Abstract: According to an example, to control an avatar, sensing information sensed based on one or more sensors in an additional device connected to an electronic device is received from the additional device, a target action of an avatar generated in advance is determined based on the sensing information, and the avatar is controlled to represent the target action.

Abstract: Disclosed herein are a deep neural network (DNN) learning method for generalizing appearance-based gaze estimation and an apparatus for the same. The deep neural network (DNN) learning method includes creating multiple augmented images based on an original image, inputting the multiple augmented images to a DNN to output a gaze estimation value, calculating a total loss between a gaze ground truth of the original image and the gaze estimation value through gaze consistency regularization (GCR) using a spherical gaze distance (SGD), and updating parameters of the DNN by backpropagation of the total loss.

Abstract: Disclosed herein is a method for assisting in Autism Spectrum Disorder (ASD) diagnosis. The method includes transmitting social-interaction-inducing content, receiving input images containing a response of an assessment subject to the social-interaction-inducing content, receiving an ASD diagnosis result for a preset number of input images, among the received input images, and outputting a diagnostic assistive result for the received input images using ASD diagnosis input for the preset number of input images and a pretrained global ASD diagnosis model.

Abstract: Disclosed herein are an interaction-based artificial intelligence analysis apparatus and method. The interaction-based artificial intelligence analysis apparatus is configured to output structured video content for each evaluation index so as to elicit an interaction to an examinee at each stimulus time-frame of a preset timeline, collect response data of the examinee for each evaluation index through a camera and a microphone at each response time-frame of the preset timeline, and analyze the response data for each evaluation index using an Artificial Intelligence (AI) analysis module corresponding to the evaluation index.

Abstract: Disclosed herein are an emotion recognition method and method based on context information. The emotion recognition method includes detecting information corresponding to an emotion recognition subject from an input image, extracting a recognition subject feature based on the information corresponding to the emotion recognition subject, extracting a context feature based on the input image, storing the recognition subject feature and the context feature in a short-term memory, and storing the context feature in a long-term memory.

Abstract: The present invention relates to a composition for preventing or treating muscular diseases, or for improving muscular functions, containing gagnlioside. More specifically, the present invention relates to a pharmaceutical composition for preventing or treating muscular diseases, a food composition for preventing or alleviating muscular diseases, or a cosmetic composition for preventing or alleviating muscular diseases, all of which comprise gagnlioside, which can increase the expression of proteins associated with muscle protein synthesis and muscle mass growth in muscle cells and inhibit the expression of enzymes involved in muscle protein degradation at the mRNA level.

Abstract: A system may include a gas mixing apparatus configured to generate a gas mixture and fill a gas reservoir with the gas mixture; a constant volume combustion chamber configured to receive the gas mixture from the gas mixing apparatus; and perform a combustion test on a test sample using the received gas mixture; and a controller. The controller may be configured to select a target oxygen concentration for the gas mixture; measure an oxygen concentration in a inlet air gas source received by the gas mixing apparatus; control a nitrogen gas flow and an inlet air gas flow from the inlet air gas source to fill the gas reservoir with the gas mixture having the selected target oxygen concentration; and output the gas mixture from the filled gas reservoir for use in the combustion test.

Abstract: A transparent ultrasound probe module, provided inside a housing of an optical apparatus may include a lens provided on one side of an inside of the housing, formed of a transparent material, a first matching layer provided on the other surface of the lens and formed of a transparent material, a piezoelectric element layer provided on the first matching layer and including transparent piezoelectric elements for interconverting an electrical signal and a mechanical signal, first and second electrode layers formed of a transparent material and provided on respective surfaces of the piezoelectric element layer, and configured to transmit an electrical signal, circuit boards connected to each of the first and second electrode layers, formed of a bendable material, and configured to transmit/receive the electrical signal to/from the piezoelectric element, and a block layer on the second electrode layer, formed of a transparent material, and configured to remove ultrasound noise.

Abstract: Disclosed herein is a method for supporting an attention test based on an attention map and an attention movement map. The method includes generating a score distribution for each segment area of frames satisfying preset conditions, among frames of video content (video) that is produced in advance so as to be suitable for the purpose of a test, generating an attention map corresponding to the frames based on the distribution of the gaze point of a subject, generating an attention movement map corresponding to the frames based on information about movement of the gaze point of the subject, and calculating the attention of the subject using the score distribution for each segment area, the attention map, and the attention movement map.

Abstract: Disclosed herein is a method for stereotyped behavior detection for supporting diagnosis of Autism Spectrum Disorder (ASD). The method includes detecting a target object to be assessed in an input video, detecting a section in which a periodic behavior occurs using an image sequence of the target object, and classifying a stereotyped behavior in the section in which the periodic behavior occurs.

Abstract: Disclosed herein is a method for supporting Autism Spectrum Disorder (ASD) diagnosis based Artificial Intelligence (AI). The method includes extracting a detection area and voice corresponding to an inspector from an input video, extracting a detection area and voice corresponding to an assessment subject from the input video, extracting a feature of the inspector and a feature of the assessment subject, and extracting an interaction feature using the feature of the inspector and the feature of the assessment subject.

Abstract: A multilayer capacitor includes a body including a dielectric layer and a plurality of internal electrodes stacked on each other interposing the dielectric layer therebetween, and external electrodes disposed externally on the body, respectively including a first layer connected to the internal electrode and a second layer covering the first layer, wherein the first layer includes a metal particle including an element A and a Z-A-O phase formed in the metal particle, and here, the element Z is an alkali metal.

Abstract: An electronic component includes a plurality of dielectric layers; and a plurality of first internal electrodes and a plurality of second internal electrodes alternately disposed with a corresponding dielectric layer interposed therebetween. One of the plurality of first internal electrodes includes a metal layer containing Ni and Sn, a first graphene layer disposed on a lower surface of the metal layer, and a second graphene layer disposed on an upper surface of the metal layer.

Abstract: According to an example, a virtual reality device for providing a virtual reality image to a user includes a substrate made of a transparent material, a screen that is disposed on one surface of the substrate and forms a space between the substrate and a lens, and one or more lenses disposed on one end of the screen, wherein the screen includes a plurality of ends capable of adjusting a distance between the substrate and the lenses.