Abstract: An atomic layer deposition method for manufacturing a platinum-based alloy catalyst includes applying a support in a reactor and depositing an alloy of platinum and a non-platinum metal on the support through a super cycle comprising a first sub-cycle and a second sub-cycle.

Abstract: A display device includes: a first substrate including a pixel area and a transmissive area; a thin-film transistor on the first substrate; a planarization layer on the thin-film transistor; a first light emitting electrode on the planarization layer; a bank covering a part of the first light emitting electrode; a light emitting layer on the first light emitting electrode; and a second light emitting electrode on the light emitting layer and the bank. The transmissive area includes a transmissive hole penetrating the bank and the planarization layer.

Abstract: An apparatus and method for detecting performance degradation of an autonomous vehicle include a storage configured to store a deep learning model used for image recognition in the autonomous vehicle and a controller configured to determine entropy of each pixel among a plurality of pixels in an output image of the deep learning model, determine an average value of the entropy of the plurality of pixels, and detect performance degradation of the deep learning model based on the average value of the entropy of the plurality of pixels.

Abstract: A device and a method for tracking an object are disclosed. The device includes a camera for acquiring an external environment image of a vehicle and a controller. The controller extracts a detected object from the external environment image, generates an estimated object by predicting a next position of the detected object, assigns an ID to the detected object based on an intersection over union (IOU) between the estimated object and the detected object, assigns a weight based on a detection frequency of each of the IDs, and generates the estimated object based on the weight.

Abstract: A device for detecting a road marking and a method thereof. The device includes a camera that photographs a road image, and a controller that detects class information of plural pixels in the road image, recognizes lines based on the class information of each pixel, and detects a road marking located between the recognized lines.