Abstract: Disclosed is an operation method of a vehicular electronic device, including receiving at least one image data from at least one camera installed in a vehicle, by at least one processor, generating a common feature map based on the image data using a convolutional neural network (CNN), by the at least one processor, and providing the common feature map to each of an object detection network, a bottom network, and a three dimensional network, by the at least one processor.

Abstract: The present disclosure relates to an extended reality (XR) device and a method for controlling the same. More particularly, the present disclosure is applicable to all of the technical fields of 5th generation (5G) communication, robots, self-driving, and artificial intelligence (AI). The XR device comprises a display; a wireless communication module performing communication with an external server that provides Augmented Reality (AR) information; a first camera receiving an image that includes at least one object of a real world; and a processor acquiring AR information on the object from the external server through the wireless communication module and displaying the acquired AR information on the display, wherein the processor displays an icon instead of the AR information based on situational characteristics of the XR device, and acquires and displays the AR information, in response to an input for selecting the icon.

Abstract: The present disclosure relates to an extended reality (XR) device and a method for controlling the same. More particularly, the present disclosure is applicable to all of the technical fields of 5th generation (5G) communication, robots, self-driving, and artificial intelligence (AI). The XR device comprises a display; a wireless communication module performing communication with an external server that provides Augmented Reality (AR) information; a first camera receiving an image that includes at least one object of a real world; and a processor acquiring AR information on the object from the external server through the wireless communication module and displaying the acquired AR information on the display, wherein the processor displays an icon instead of the AR information based on situational characteristics of the XR device, and acquires and displays the AR information, in response to an input for selecting the icon.

Abstract: Disclosed is an operation method of a vehicular electronic device, including receiving at least one image data from at least one camera installed in a vehicle, by at least one processor, generating a common feature map based on the image data using a convolutional neural network (CNN), by the at least one processor, and providing the common feature map to each of an object detection network, a bottom network, and a three dimensional network, by the at least one processor.

Abstract: Disclosed is a system for processing oil sands to remove bitumen, the viscous petroleum product adhered to the sands, from the sands itself. The processing system is designed to be substantially air tight, preventing outside air from entering and volatile chemicals from escaping from the system. Mined oil sands are delivered to the system, which creates a slurry of oil sands and solvent in a slurry chamber. The slurry is transported to a dissolution chamber which conditions the slurry before the slurry is sent to an extraction chamber. A plurality of trays and scrapers further conditions the slurry to remove bitumen. The use of heavy, aromatic solvents and light, paraffinic solvents in sequence improves bitumen recovery while allowing environmentally safe processing of the sands to occur in a later step. The sands are dried and the solvent recovered for recycling and reuse in the system. Clean, dry sands are returned to the source of mined oil sands for reclamation.

Abstract: Disclosed is a system for processing oil sands to remove bitumen, the viscous petroleum product adhered to the sands, from the sands itself. The processing system is designed to be substantially air tight, preventing outside air from entering and volatile chemicals from escaping from the system. Mined oil sands are delivered to the system, which creates a slurry of oil sands and solvent in a slurry chamber. The slurry is transported to a dissolution chamber which conditions the slurry before the slurry is sent to an extraction chamber. A plurality of trays and scrapers further conditions the slurry to remove bitumen. The use of heavy, aromatic solvents and light, paraffinic solvents in sequence improves bitumen recovery while allowing environmentally safe processing of the sands to occur in a later step. The sands are dried and the solvent recovered for recycling and reuse in the system. Clean, dry sands are returned to the source of mined oil sands for reclamation.