Abstract: A facial recognition method and apparatus are provided. The face recognizing apparatus divides an input face image into a plurality of regions, generates a feature vector consisting of real values for each region of the input face image, and generates an image feature vector using the generated feature vectors for each region. In addition, the face recognizing apparatus performs a search for finding whose face image the input face image is by using the image feature vector.

Abstract: Embodiments of the present invention provide a system and methods for detecting power bugs. In one embodiment, a computer-implemented method for analyzing a computer code includes generating a control flow graph for at least a portion of the computer code at a processor. The method further includes identifying power bugs by traversing the control flow graph if the control flow graph exits without performing a function call to deactivate power to any component of a device configured to execute computer executable instructions based on the computer code after performing a function call to activate power.

Abstract: Disclosed are methods for transmitting and receiving beamforming-based signals in a communication system. An operation method of a terminal may comprise transmitting capability information of the terminal to an AN; receiving first configuration information of a network cluster configured based on the capability information from the AN; transmitting an SRS in a beamforming scheme through resources indicated by the first configuration information; receiving second configuration information of a user cluster configured based on a measurement result of the SRS from the AN; and performing cooperative communication with ANs belonging to the user cluster, which are indicated by the second configuration information. Accordingly, the performance of the communication system can be improved.

Abstract: An air treatment unit may include an air inlet to receive a flow of input air for treatment and a reaction reservoir configured to hold an aqueous air treatment solution. The air treatment unit may also include an air dispersing element flow connected with the air inlet, wherein the air dispersing element is configured to convert at least a portion of the flow of input air into a plurality of microbubbles for introduction into the aqueous air treatment solution, such that an amount of one or more target gas species contained within the plurality of microbubbles is reduced through reaction with the aqueous air treatment solution. The unit may include an air outlet configured to output treated air from the reaction reservoir.

Abstract: Embodiments of the disclosure provide a camera system for a vehicle and a sensing method using such a camera system. The camera system includes a plurality of cameras each configured with a different camera setting. The cameras collectively keep a predetermined image space in focus. The predetermined image space includes at least one object. The camera system further includes a controller. The controller is configured to receive image data captured by the plurality of cameras of the predetermined image space, and determine depth information of the at least one object based on the image data.

Abstract: A membrane electrode assembly includes an anode having a first catalyst layer on a first gas-liquid diffusion layer, a cathode having a second catalyst layer on a second gas-liquid diffusion layer, and an anionic exchange membrane between the first catalyst layer of the anode and the second catalyst layer of the cathode. The first catalyst layer has a chemical structure of M?aM?bN2 or M?cM?dCe, wherein M? is Ni, Co, Fe, Mn, Cr, V, Ti, Cu, or Zn, M? is Nb, Ta, or a combination thereof, 0.7?a?1.7, 0.3?b?1.3, a+b=2, 0.24?c?1.7, 0.3?d?1.76, and 0.38?e?3.61, wherein M?aM?bN2 is a cubic crystal system and M?cM?d Ce is a cubic crystal system or amorphous.

Abstract: Vascular prosthetic assemblies (e.g., heart valves), such as those, for example, configured to be deployed percutaneously.

Abstract: An automatic control method and an automatic control device are provided. The automatic control device includes a processing unit, a memory unit and a camera unit. The memory unit records an object database and a behavior database. When the automatic control device is operated in an automatic learning mode, the camera unit obtains a continuous image, and the processing unit analyzes the continuous image to determine whether there is an object being moved and matching an object model recorded in the object database in a first placement area. When the continuous image displays the object is moved, the processing unit obtain control data corresponding to moving the object from the first placement area to a second placement area, and the processing unit records the control data to the behavior database. The control data includes trajectory data and motion posture data of the object.

Abstract: Methods are provided for promoting cartilage growth and/or repair. The methods include, administering locally to a site in a subject in need thereof, bone marrow stromal cells attached to fibrin microbeads comprising crosslinked hyaluronic acid and thereby producing stable cartilage locally at the site in the subject.

Abstract: A method of generating a set of examples for explaining decisions made by a machine learning program, involving receiving a set of training data for training the program, and for given subsets of the training data, determining each of (a) a probability of a user correctly inferring a future decision of the program after observing the respective decisions of the program for the given subset of the training data, (b) a suitability of a size of the given subset, and (c) an average probability of the user correctly inferring a future decision of the program after observing the respective decisions of the program for an unspecified subset of the training data. The determinations (a), (b) and (c) are used to score each of the given subsets of training data, and a subset of training data is selected as the generated set of examples based on the scores.

Abstract: An ionomer structural support for an electrode of fuel cell, and a method thereof are provided. An electrode of fuel cell with an ionomer structural support includes a carbon support including a metal catalyst on a surface of the carbon support, at least one ionomer structural support selected from the group consisting of a carbon nanotube, a carbon nanofiber, and a carbon nanorod, the ionomer structural support being formed on the carbon support, and ionomers formed to cover the carbon support and the ionomer structural support.

Abstract: The present disclosure relates to novel antibacterial cell-penetrating peptides and derivatives, and methods to make and use the novel antibacterial cell-penetrating peptides and derivatives. The novel antibacterial cell-penetrating peptides of the present invention with shorter linker between a pyrrolidine ring and a guanidine group provide unexpectedly higher potency against a broader scope of bacterial.

Abstract: An automatic positioning method and an automatic control device are provided. The automatic control device includes a processing unit, a memory unit, and a camera unit to automatically control a robotic arm. When the processing unit executes a positioning procedure, the camera unit obtains a first image of the robotic arm. The processing unit analyzes the first image to establish a three-dimensional working environment model and obtains first spatial positioning data. The processing unit controls the robotic arm to move a plurality of times to sequentially obtain a plurality of second images of the robotic arm by the camera unit and analyzes the second images and encoder information of the robotic arm to obtain second spatial positioning data. The processing unit determines whether an error parameter between the first spatial positioning data and the second spatial positioning data is less than a specification value to end the positioning procedure.

Abstract: An energy consumption management system and an energy consumption management method are provided. The method includes detecting an electricity status of an electronic device at a current time point to generate electricity detection data; calculating an energy consumption parameter set having a plurality of energy consumption parameters; determining a plurality of feature value corresponding to a plurality of feature rules according to the energy consumption parameters and the feature rules, wherein the feature values form a feature set corresponding to the current time point; determining a current energy consumption operation status of the electronic device according to the feature values and an activity model corresponding to the electronic device; and controlling the electronic device according to the current energy consumption operation status and a preset operation schedule of the electronic device.

Abstract: Structures operable to detect radiation are described. The structure may two screens with a phosphor layer, respective. The structure may further include a photosensor array disposed between the first screen and the second screen such that the photosensor array directly contacts the first screen or is directly attached to the first screen using an optical adhesive and directly contacts the second screen or is directly attached to the second screen using an optical adhesive.

Abstract: Provided is a composition containing microorganisms derived from a living body with which more rapid and more reliable engraftment effect is achieved irrespective of the administration method and the administration route. A composition containing microorganisms derived from a living body, comprising (I) to (III) below is provided. (I) At least one or more types of microorganisms. (II) A solvent. (III) Nano-sized or smaller gas bubbles.

Abstract: Provided is an autonomous driving technology in which the autonomous driving method includes planning global travelling such that guidance information of global node points is acquired, determining a location of a subject vehicle, generating a first local high-definition map such that the first local high-definition map is generated for at least one section in a global-travelling planned route included in the planning of the global travelling using at least one of a road view and an aerial view provided from a map server, planning a local route for autonomous driving using the first local high-definition map, and controlling the subject vehicle according to the planning of the local route to perform the autonomous driving.

Abstract: Provided are a system and method for multi-mode integrated management for a multi-radio communication environment. The system includes a receiver configured to receive radio channel state information, a memory in which a program for operating an access point division in consideration of the radio channel state information is stored, and a processor configured to execute the program, wherein the processor manages an interface between a cellular base station and a radio access control device.

Abstract: A compound of Formula 1 Li1+(4?a)?Hf2??Ma?(PO4??)3??(1) wherein M is at least one cationic element with valence of a, wherein 0<???, 1?a?4, and 0???0.1. Also an electrolyte composition, a separator, a protected positive electrode, a protected negative electrode, and a lithium battery, each including the compound of Formula 1.

Abstract: A method for manufacturing nitride catalyst is provided, which includes putting a Ru target and an M target into a nitrogen-containing atmosphere, in which M is Ni, Co, Fe, Mn, Cr, V, Ti, Cu, or Zn. The method also includes providing powers to the Ru target and the M target, respectively. The method also includes providing ions to bombard the Ru target and the M target for depositing MxRuyN2 on a substrate by sputtering, wherein 0<x<1.3, 0.