Abstract: The present disclosure relates to SH3YL1 monoclonal antibodies and compositions comprising the SH3YL1 monoclonal antibodies. The disclosure also relates to isolated nucleic acid molecules encoding the SH3YL1 antibodies, vectors comprising the nucleic acid molecules, and host cells comprising the vectors. Also disclosed are methods of modulating an immune response, methods of treating diabetic nephropathy, and methods of treating non-alcoholic steatosis hepatitis comprising administering the SH3YL1 antibodies. Also disclosed are methods of treating acute kidney injury and methods of treating inflammatory bowel disease comprising administering the SH3YL1 antibodies.

Abstract: Provided is a method of framing a three dimensional (3D) target object for generation of a virtual camera layout. The method may include analyzing a reference video image to extract a framing rule for at least one reference object in the reference video image, generating a framing rule for at least one 3D target object using the framing rule for the at least one reference object in the reference video image, and using the framing rule for the at least one 3D target object for generation of a virtual camera layout.

Abstract: A method of training a deep neural network for generating a cinemagraph is disclosed. The method may include preparing a foreground layer input by using an input video, preparing a background layer input by using the input video, providing a foreground layer output and a background layer output from the DNN by inputting, to the DNN, the foreground layer input and the background layer input, providing an output video by synthesizing the foreground layer output with the background layer output, and updating intrinsic parameters of the DNN a plurality of times, based on the input video, the foreground layer input, the foreground layer output, the background layer output, and the output video.

Abstract: Provided is a method of framing a three dimensional (3D) target object for generation of a virtual camera layout. The method may include analyzing a reference video image to extract a framing rule for at least one reference object in the reference video image, generating a framing rule for at least one 3D target object using the framing rule for the at least one reference object in the reference video image, and using the framing rule for the at least one 3D target object for generation of a virtual camera layout.

Abstract: Disclosed are a method and apparatus for processing an image based on an artificial neural network. The method separates an input image into a foreground image including a subject and a background image including remaining objects except for the subject, estimates camera framing for the subject based on the input image and the foreground image, configures a feature vector based on an optical flow map extracted from the input image, estimates camera work using the feature vector, and outputs at least one selected from between the camera framing and the camera work.

Abstract: Disclosed herein are a method and apparatus for detecting a relative camera position based on a skeleton data, wherein the method may include receiving skeleton information obtained using a plurality of depth cameras; detecting a position relationship between corresponding joints from the received skeleton information; and obtaining a relative position and a rotation information between the depth cameras in such a way to use a position relationship between the detected joints.

Abstract: A display device and a display method are provided. The display device may include a display unit providing a multi-window screen image including a plurality of windows; and a control unit, which, if a user input for selecting at least one application is received, obtains property information regarding the selected application and, if the obtained property information regarding the selected application corresponds to broadcasting content, displays a screen image regarding execution of the selected application in a particular window from among the plurality of windows, which is set to display the broadcast in advance.