Abstract: Disclosed is an image processing method. The method includes the steps of receiving an image obtained from a plurality of vehicles positioned on a road, storing the received images according to acquisition information of the received images; determining a reference image and a target image based on images having the same acquisition information among the stored images, performing an image registration using a plurality of feature points extracted from each of the determined reference image and target image, performing a transparency process for each of the reference image and the target image performed with the image registration, extracting static objects from the transparency-processed image, and comparing the extracted static objects with objects on an electronic map pre-stored to updating the electronic map data, when the objects on the electronic map data pre-stored are different from the extracted static objects.

Abstract: [SUMMARY] A method of providing an audio mixing interface using multiple audio stems according to embodiment may comprise an audio mixing screen display step which displays an audio mixing screen including an audio block screen indicating audio blocks corresponding to at least one stem item preset for at least one audio version pre-stored for the audio on the display of a user device by the processor, when audio to be mixed is executed by the user, an audio block selection step which displays a selection block on a display of the user device in a shade different from that of the audio blocks by the processor, when the selection block selected by the user exists among the audio blocks displayed on the audio mixing screen and an audio session generation step which combines the audio information included in the selection block and create one session audio, when the user's selection of the audio block is completed.

Abstract: A method for providing information on a user's concept understanding is provided. The method includes acquiring a set of data on a user's understanding of concepts including a first concept estimated using a concept-specific understanding estimation model that is trained on the basis of concept-specific correctness/incorrectness sequence data, estimating the user's understanding of a second concept not encountered by the user using a matrix factorization algorithm on the concept-specific correctness/incorrectness sequence data represented in a matrix structure with respect to the first concept and the second concept, and visualizing the user's understanding of the first concept included in the acquired data set and the second concept on a device of the user. The concept-specific understanding estimation model is trained such that the concept understanding is estimated by assigning a greater weight to a piece of the concept-specific correctness/incorrectness sequence data generated at a later time point.

Abstract: A bulk-acoustic wave (BAW) resonator includes a central portion in which a first electrode, a piezoelectric layer, and a second electrode are sequentially stacked on a substrate, and an extension portion extending externally from the central portion, and an insertion layer and a loss prevention film are disposed in the extension portion between the substrate and the second electrode. The loss prevention film is formed to have a thickness of 50 ? to 500 ?. The insertion layer is stacked on the loss prevention film, and has a side surface opposing the central portion, the side surface is formed as a first inclined surface having a first inclination angle. The loss prevention film has a side surface opposing the central portion, the side surface is formed as a second inclined surface having a second inclination angle. The second inclination angle is formed to be greater than the first inclination angle.

Abstract: A method for providing a correctness/incorrectness prediction for a learning question is provided. The method includes the steps of: acquiring a set of data including a user variable determined on the basis of concept-specific correctness/incorrectness sequence data of at least one user, and at least one variable related to a question and a concept associated with the user variable; and calculating a probability that a first user corresponding to a specific user variable correctly answers a first question corresponding to a specific concept, with reference to the data set.

Abstract: There is provided a ray tracing device with improved performance. The ray tracing device includes a tree build unit (TBU) building a spatial partitioning structure; a ray tracing unit (RTU) performing ray tracing based on the spatial partitioning structure; and a controller controlling the balance between operating performances of the tree build unit and the ray tracing unit adaptively by monitoring load conditions of the corresponding units.

Abstract: The present invention relates to a man-made leather having excellent air permeability and manufacturing method thereof, and more particularly, to a man-made leather having excellent air permeability capable of maintaining a permeability by urethane-coating only on a cotton portion of base fabric (20) formed with holes and capable of pattern transfer on release paper, and manufacturing method thereof. According to the man-made leather having excellent air permeability and manufacturing method thereof, the air permeability can be maintained on the man-made leather by urethane-coating only on a cotton portion of base fabric (20) formed with holes while maintaining the luxury of fabric texture per se and toughness.

Abstract: A panel inspecting apparatus and method may accurately inspect image quality of a curved portion of a panel with relatively small inspecting cost and time, and the panel inspecting apparatus may have a relatively simple structure. The panel inspecting apparatus includes a support on which a panel is disposed, a mirror corresponding to a curved area of the panel, a lens configured to receive an image from the panel and an image reflected by the mirror and focus the images, and an image sensor configured to capture the images transferred via the lens.

Abstract: A panel inspecting apparatus and method may accurately inspect image quality of a curved portion of a panel with relatively small inspecting cost and time, and the panel inspecting apparatus may have a relatively simple structure. The panel inspecting apparatus includes a support on which a panel is disposed, a mirror corresponding to a curved area of the panel, a lens configured to receive an image from the panel and an image reflected by the mirror and focus the images, and an image sensor configured to capture the images transferred via the lens.