Abstract: System and method for producing an adversarial article that may be used to disrupt an automated visual tracking process. An input module receives input related to a specific automated visual tracking process. Based on that input, a pattern-design module generates an adversarial pattern. The adversarial pattern may then be applied to an article, which may be any kind of physical or virtual object. The tracker's normal processing modes are disrupted when the tracker attempts to process an image containing the adversarial article(s). The tracker may be mounted on an autonomous vehicle, a mobile robot, or other mobile or stationary camera surveillance system.

Abstract: System and method for producing an adversarial article that may be used to disrupt an automated visual tracking process. An input module receives input related to a specific automated visual tracking process. Based on that input, a pattern-design module generates an adversarial pattern. The adversarial pattern may then be applied to an article, which may be any kind of physical or virtual object. The tracker's normal processing modes are disrupted when the tracker attempts to process an image containing the adversarial article(s). The tracker may be mounted on an autonomous vehicle, a mobile robot, or other mobile or stationary camera surveillance system.

Abstract: The present disclosure provides a method and a device for identifying clues about medical adverse events, electronic equipment, and a memory medium. This method includes the steps of: acquiring diagnosis and treatment information on a patient; acquiring a knowledge base of clinical pathway medical orders or a keyword library of medical adverse events corresponding to the diagnosis and treatment information; and determining whether a clue about medical adverse events exists in the diagnosis and treatment information based on the knowledge base of clinical pathway medical orders or the keyword library of medical adverse events.

Abstract: Methods of and systems for operating an embedded system of a vehicle during a coupling operation of the vehicle with a trailer having a coupler. The method comprises accessing a video stream generated by a video camera; operating an object detection module on the video stream so as to detect the trailer and/or the coupler and establish one or more regions of interest. The method also comprises generating a vehicle referential point estimated position of a vehicle referential point and generating a coupler position with respect to the vehicle referential point estimated position based on the one or more regions of interests and the vehicle referential point estimated position.

Abstract: Methods of and systems for operating an embedded system of a vehicle during a coupling operation of the vehicle with a trailer having a coupler. The method comprises accessing a video stream generated by a video camera; operating an object detection module on the video stream so as to detect the trailer and/or the coupler and establish one or more regions of interest. The method also comprises generating a vehicle referential point estimated position of a vehicle referential point and generating a coupler position with respect to the vehicle referential point estimated position based on the one or more regions of interests and the vehicle referential point estimated position.

Abstract: Systems and methods for use with neural networks. A hint input is used in conjunction with a data input to assist in producing a more accurate output. The hint input may be derived from auxiliary data sources or it may be sampled from a universe of potential outputs. The hint input may also be cascaded across iterations such that the output of a previous iteration forms at least part of the hint input for a later iteration.