Abstract: In a driving video recording system and a manufacturing method of the same, the driving video recording system includes a camera module for monitoring the surroundings of a vehicle; then first memory for storing a video transmitted from the camera module; the second memory for storing a computer program for controlling the storage of the video; and a controller including a processor for executing the computer program, wherein the computer program includes a contamination classification deep training network model, and the processor is configured to determine whether video data obtained by the camera module through the deep-learning network model is contaminated through the execution of the computer program.

Abstract: Disclosed is a method of controlling a display device displaying an image using a lens, the method including storing a lens distortion parameter for chromatic aberration correction, receiving image data, primarily calculating a distance between a center point and a current pixel, secondarily calculating a distortion correction weight in consideration of the distance, and outputting image data of the current pixel through calculation according to the calculated distortion correction weight without using the stored lens distortion parameter intactly.

Abstract: A display driving method includes receiving an image; calculating a distance between a current point and a current pixel for a sub-pixel of the image; calculating a weight based on a parameter; and compensating for distortion in the image based on the weight. A color of the sub-pixel may include at least one of red, green, or blue, and the parameter may include at least one of a distance parameter, a distortion parameter, or a sub-pixel parameter.

Abstract: A bubble type waterless shampoo composition. 0.1 to 5 wt % of potassium cocoyl hydrolyzed collagen and 0.01 to 2 wt % of palmitoyl oligopeptide as natural surfactants. 0.1 to 7 wt % of cocamidopropyl betaine as an amphoteric ion. 0.01 to 0.8 wt % of a citric acid as an organic acid. 0.1 to 4 wt % of sodium carbonate as inorganic salt. 0.01 to 0.5 wt % of origanum vulgare leaf oil. 0.01 to 0.6 wt % of a gallic acid. 0.01 to 3 wt % of glycerin. The rest of aqua water having a function of a solvent made by refining tap water through distilling or ion-exchange resin ion.

Abstract: A bubble type waterless shampoo composition. 0.1 to 5 wt % of potassium cocoyl hydrolyzed collagen and 0.01 to 2 wt % of palmitoyl oligopeptide as natural surfactants. 0.1 to 7 wt % of cocamidopropyl betaine as an amphoteric ion. 0.01 to 0.8 wt % of a citric acid as an organic acid. 0.1 to 4 wt % of sodium carbonate as inorganic salt. 0.01 to 0.5 wt % of origanum vulgare leaf oil. 0.01 to 0.6 wt % of a gallic acid. 0.01 to 3 wt % of glycerin. The rest of aqua water having a function of a solvent made by refining tap water through distilling or ion-exchange resin ion.