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    Researchers Submit Patent Application, 'An Object Detection System And An Object Detection Method In Aquatic Environments', for Approval (USPTO 20240290086)

    87-92页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors: “Computer vision and machine learning are used in object de tection solutions. Algorithms have been developed that can identify the contents of an image. Identifying contents of an image is done in two general ways: imag e classification and objection detection. Image classification comprises classif ying an image as a whole to belong to a category or class. Objection detection i s a process of identifying instances of objects in an image.

    Researchers Submit Patent Application, 'Generation Of Ground Truth Gaze Data For Training In-Cabin Monitoring Systems And Applications', for Approval (USPTO 202 40290112)

    93-96页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors: “Autonomous and semi-autonomous vehicles rely on machine le arning approaches-such as those using deep neural networks (DNNs)-to analyze ima ges of an interior space (e.g., cabin, cockpit) of a vehicle or other machine. A n Occupant Monitoring System (OMS) is an example of a system that may be used wi thin a vehicle cabin to perform real-time assessments of occupant or operator pr esence, gaze, alertness, and/or other conditions. For example, OMS sensors (such as, but not limited to, RGB sensors, infrared (IR) sensors, depth sensor, camer as, and/or other optical sensors) may be used to track an occupant’s or operator ’s gaze direction, head pose, and/or blinking. This gaze information may be used to determine a level of attentiveness of the occupant or operator (e.g., to det ect drowsiness, fatigue, and/or distraction), and/or to take responsive action t o prevent harm to the occupant or operator-e.g., by redirecting their attention to a potential hazard, pulling the vehicle over, and/or the like. For example, D NNs may be used to detect that an operator is falling asleep at the wheel, based on the operator’s downward gaze toward the floor of the vehicle, and the detect ion may lead to an adjustment in the speed and direction of the car (e.g., pulli ng the vehicle over to the side of the road) or an auditory alert to the operato r. Occupant monitoring systems often rely on training DNNs with a high volume of training image data that reflects the facial features of different persons to h elp increase the accuracy of gaze predictions across all persons.”

    Researchers Submit Patent Application, 'Agreement Orchestration', for Approval ( USPTO 20240289536)

    96-98页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors: “Online document management systems can be used to create and review documents and may provide users with tools to edit, view, and execute the documents. Conventional document management systems require users to manuall y create and send new documents to other parties. There is a need to provide use rs with improved and efficient document creation processes.”

    Patent Application Titled 'Iteratively Trained Machine Learning Models For Evalu ations Of Internal Consistency' Published Online (USPTO 20240289422)

    98-102页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: “Categorizing a large number of items can be time-consuming, t edious, and internally inconsistent. Frequently, assigning categories to items i nvolves judgment calls which may be error prone or subject to shifts in perspect ive. For example, if 10,000 tasks are to be categorized according to 15 task typ es, an incorrect or not preferred category may be assigned to a task as a result of, for example, a misunderstanding or misinterpretation of the task or the ava ilable categories. Often, there may be inconsistencies in how items are categori zed if, for example, different persons are categorizing the tasks and each inter prets items or categories slightly differently, if the same person views items s lightly differently on different days, and/or if a person’s interpretation of ta sks and categories evolves during the process. A person’s categorization of his or her one thousandth item may be more informed, performed with a different degr ee of care, and/or approached differently from the person’s approach in categori zing his or her tenth or hundredth item, such that the same item might be catego rized one way if encountered at one point in time, but differently if encountere d by the same person at another point in time. Moreover, reviewing the quality of categorizations also tends to be time consuming and inconsistent. For example, different persons checking and rechecking prior categorizations at different ti mes and with different perspectives may catch some obvious errors or otherwise r efine categories for certain items, but may do so inconsistently, as the review may also be performed by multiple people with varying and/or evolving perspectiv es and approaches over potentially many days, weeks, or months. Sometimes, an or iginal categorization of an item may be preferable over a recategorization durin g quality review by the same person (but, e.g., on a different day) or by anothe r person (who may, e.g., have a different perspective or approach).”

    Patent Issued for Multi-piston, vacuum gripper assembly (USPTO 12070850)

    102-105页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors: “The present disclosure relates to robotic devices and syst ems, and more particularly to vacuum-gripper type end effectors, and related met hods. “In commercial warehouses and material handling facilities (e.g., fulfillment ce nters and sortation centers), automated processes may employ a variety of roboti c devices or systems to manipulate objects, packages, or items. The robotic devi ces (e.g., robotic arms) often include end effectors that operate to engage item s of differing shape, size, and mass, and which can be randomly oriented and/or jumbled together or partially covering each other. Many conventional end effecto rs include suction cups to engage items, including bellows-type, conical, or fla red suction cups. While these types of end effectors can provide reasonable perf ormance for the manipulation of many items, they are incapable of maintaining su fficient contact for manipulation when engaging with a variety of items that are processed in existing material handling facilities (e.g., items having differen t sizes, shapes, stiffness, deformability, etc.), particularly when the manipula tion may include differing velocity or acceleration profiles.”

    'Automated Clamp' in Patent Application Approval Process (USPTO 20240286764)

    105-108页
    查看更多>>摘要:The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “In a traditional aircraft wing box, each rib is bolted to the upper and lower covers and to the front and rear spars. Assembly of such a wing box can be time-consuming and complicated due to the need to manu facture, drill, shim, and then bolt many components together.

    Patent Application Titled 'Machine Learning Techniques For Direct Boundary Repre sentation Synthesis' Published Online (USPTO 20240289502)

    108-111页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: “ “Field of the Various Embodiments “Embodiments of the present disclosure relate generally to machine learning and computer-aided design and, more specifically, to machine learning techniques for generating representations of three-dimensional objects in boundary representat ion format. “Description of the Related Art “In the field of computer-aided design (CAD), boundary representation (B-rep) is a common format for representing three-dimensional (3D) shapes such as solid ob jects. In boundary representation, a solid object is defined by the limits of it s volume and represented as a collection of connected surface elements that defi ne the boundary between the object’s interior and exterior points. Boundary repr esentation synthesis refers to the automatic generation of a boundary representa tion of an object and is an enabling technology for design exploration, allowing automatic generation of a wide variety of 3D shape representations.

    Researchers Submit Patent Application, 'Application Device Having A Helix Feed, Robot Device And Production System', for Approval (USPTO 20240286273)

    112-116页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors: “Application apparatus are known from the prior art. The ap plication apparatus have an application unit which is configured to apply a stri p to a workpiece. Often, the application unit has an input guiding element via w hich the strip can be supplied to the application unit.

    Patent Application Titled 'Utilizing Artificial Intelligence To Detect Objects O r Patient Safety Events In A Patient Room' Published Online (USPTO 20240290191)

    116-119页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: “Medical facilities, such as hospitals, face many challenges i n addition to simply caring for patients. For example, securing patients and pre venting safety events (e.g., stroke, seizure, getting out of bed, etc.) from occ urring consumes many resources and current methods lack effectiveness. Although some medical facilities utilize cameras and/or sensors to monitor patients, curr ent systems require subjective decisionmaking and are prone to error by the per sonnel monitoring the data received from the cameras and/or sensors. Additionall y, in some situations, a patient may obtain an object the particular patient is not allowed (e.g., a gift from a visitor that might present health or safety ris ks to the patient) that the current methods are unable to automatically detect. Accordingly, overall security for patients and equipment suffers and the many re sources currently being utilized are wasted.”

    Patent Issued for Sliding closure at the outlet of a metallurgical vessel (USPTO 12070796)

    119-122页
    查看更多>>摘要:From the background information supplied by the inventors, news correspondents o btained the following quote: “With a known method according to the published doc ument EP-2 056 983 a method and/or an installation is disclosed of a sliding clo sure mounted at the outlet of a vessel for molten metal. This installation is pr ovided with at least one tool magazine, at least one spare part magazine and wit h means for opening and closing the sliding closure. For this purpose, a robot p rovided with an automatic grip changing system and a control system is available , which, firstly, is capable of automatically detecting the precise position of the vessel or the sliding closure. It can then actuate the means for opening and closing the sliding closure and, depending on the condition of the individual c omponents that might require replacement, can take tools and/or spare parts from the magazines surrounding it and carry out cleaning operations, component remov al and replacement or reinstallation.”