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    Study Results from Pontifical Catholic University of Valparaiso Provide New Insights into Machine Learning (Dynamic Population on Bio-Inspired Algorithms Using Machine Learning for Global Optimization)

    58-59页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews – Current study results on artificial intelligence have been published. According to news reportingfrom Pontifical Catholic University of Valparaiso by NewsRx journalists, research stated, “In the optimizationfield, the ability to efficiently tackle complex and high-dimensional problems remains a persistentchallenge. Metaheuristic algorithms, with a particular emphasis on their autonomous variants, are emergingas promising tools to overcome this challenge.”

    Studies from Harbin Institute of Technology in the Area of Robotics Reported (A Multimode Two-wheel-legged Land-air Locomotion Robot and Its Cooperative Control)

    59-60页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Current study results on Robotics have been published. According to news reportingoriginating in Harbin, People’s Republic of China, by NewsRx journalists, research stated, “In recent years,land-air locomotion robot has emerged in an endless stream. However, the increasingly complex workingconditions pose higher challenges to the stability, flexibility, and other characteristics of robots.”Financial support for this research came from STI 2023-Major.

    Sun Yat-Sen University Reports Findings in Pancreatectomy (Robotic-assisted organ-preserving or parenchymal-sparing pancreatectomy in pancreatic benign or low-grade malignant tumors: a single institute’s experience)

    60-61页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Surgery - Pancreatectomy is the subject of a report. Accordingto news reporting originating in Guangdong, People’s Republic of China, by NewsRx journalists, researchstated, “Robotic-assisted pancreatectomy has been widely used. Organ-preserving pancreatectomy (OPP)and parenchymal-sparing pancreatectomy (PSP) has been gradually adopted for pancreatic benign or lowgrademalignant tumors.”

    Patent Issued for Image analysis-based classification and visualization of events (USPTO 11853881)

    61-64页
    查看更多>>摘要:From the background information supplied by the inventors, news correspondents obtained the followingquote: “The approaches described in this section are approaches that could be pursued, but not necessarilyapproaches that have been previously conceived or pursued. Therefore, unless otherwise indicated, it shouldnot be assumed that any of the approaches described in this section qualify as prior art merely by virtueof their inclusion in this section.“Computer image analysis has enabled the automatic extraction of useful information from digitalimages (simply “images” hereafter). The image contains a collection of digital data that captures adescription of the site in computer-readable format. Although the information can be readily displayed andviewed on a computer display, the information is not classified. Stated differently, captured image datahas no annotation of the objects that it has captured. Presently, there are many techniques that, althoughcomputationally heavy, can classify objects.

    Patent Issued for Post-detection refinement based on edges and multi-dimensional corners (USPTO 11850760)

    64-67页
    查看更多>>摘要:News editors obtained the following quote from the background information supplied by the inventors:“In many cases, packages arranged in pallets (or “palletized”) for shipment to a destination, where thepackages are subsequently de-palletized at the destination. Packages may be de-palletized by humanworkers, which can be resource-intensive and increase the risk of injury to the human workers. In industrialsettings, de-palletizing operations may be performed by industrial robots, such as a robotic arm that grip,lift, transport, and deliver the package to a release point. Also, an imaging device may be utilized tocapture an image of a stack of packages loaded on the pallet. A system may process the image to ensurethe package is efficiently handled by the robotic arm, such as by comparing the captured image with aregistered image stored in a registration data source.

    Patent Application Titled 'Systems And Methods For Automated Object Recognition' Published Online (USPTO 20230419185)

    67-70页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors:“Video and image content often contains numerous objects that are visible to a viewer. Although a humanviewer may perceive the objects shown in the video or image content with little effort, it is no easy task for amachine or computer to recognize and identify the objects. Moreover, objects in a video, that is, an imagestream, may constantly change, move, appear, disappear, etc. As such, computerized object recognition ina continuous video/image stream often requires a tremendous amount of computation power. This task isa challenge for many user devices (e.g., smart TVs, personal computers, smart phones) that have limitedcomputing resources.

    Researchers Submit Patent Application, 'Method, System and Apparatus for Processing Candidate Strings Detected in an Image', for Approval (USPTO 20230419701)

    70-74页
    查看更多>>摘要:News editors obtained the following quote from the background information supplied by the inventors:“Embodiments of the invention relate to the field of image processing, and more specifically, to theprocessing of candidate strings resulting from optical character recognition performed on an image toidentify a match for a model string in the image.“Optical Character Recognition (OCR) generally refers to the mechanism of converting images of typed,handwritten or printed text into machine-encoded text (e.g., in an American Standard Code for InformationInterchange (ASCII) format), whether from a scanned document, a photo of a document, a photo of ascene (e.g., an image acquired by a surveillance camera including a license plate number) or from subtitletext in an image (e.g., closed captioning text). Generally, an OCR mechanism is a computer-implementedprocess that includes the steps of acquiring an image containing a string of characters to be recognized,recognizing individual characters in the input image as characters of an alphabet, segmenting the charactersinto one or more strings of characters, and performing a string correction or string recognition mechanismto return a corresponding output string of characters that corresponds to one or more model strings thatare searched for in the image (e.g., license plate numbers, serial numbers, postal codes, addresses, etc.).

    Researchers Submit Patent Application, 'Device And Method For Determining Adversarial Perturbations Of A Machine Learning System', for Approval (USPTO 20230418246)

    75-79页
    查看更多>>摘要:News editors obtained the following quote from the background information supplied by the inventors:“Ballet et al. “Imperceptible Adversarial Attacks on Tabular Data”, 2019, https://arxiv.org/pdf/1911.03274.pdf describes the notion of adversarial examples in the tabular domain. The authors proposea formalization based on the imperceptibility of attacks in the tabular domain leading to an approach togenerate imperceptible adversarial examples. Experiments show that imperceptible adversarial examplescan be generated with a high fooling rate.

    Patent Issued for Distributed architecture for enabling machinelearned event analysis on end user devices (USPTO 11853914)

    79-81页
    查看更多>>摘要:From the background information supplied by the inventors, news correspondents obtained the followingquote: “Machine learning techniques have had increasing relevance to growing technologies and markets.Typically, machine learning systems analyze and act on stored data, sometimes communicated in batchduring off-hours.”Supplementing the background information on this patent, NewsRx reporters also obtained the inventors’summary information for this patent: “Examples provide for a network computing system, andmethod for implementing a network computing system, to analyze events accumulated over digital channelsof an enterprise, for purpose of determining contextual and/or customized outputs that facilitate a desiredobjective of the enterprise.

    Patent Issued for Automated recommendations for task automation (USPTO 11853935)

    81-84页
    查看更多>>摘要:News editors obtained the following quote from the background information supplied by the inventors:“Workforce management systems may track tasks and projects performed by human and/or virtual workersin order to streamline workflow coordination. Tasks may be assembled into workflows that define projects.Conventional workforce management systems generally receive large amounts of data regarding all aspectsof a project, including results from workers’ completion of tasks. Traditionally, this data has been used toidentify the complexity of assigned tasks and evaluate the most productive workers for completing thosetasks. However, business users may wish to use this data in additional ways to improve business goals byaltering workflows to increase efficiency and accuracy and to reduce costs.”