Patents Examined by Ping Y Hsieh
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Patent number: 12217505Abstract: Disclosed are an image-based indoor positioning service system and method. A service server includes a communication unit configured to receive a captured image of a node set in an indoor map, and a location estimation model generation unit configured to learn the captured image of the node received through the communication unit, segment the learned captured image to obtain objects, and selectively activate the objects in the learned image to generate a location estimation model.Type: GrantFiled: June 24, 2019Date of Patent: February 4, 2025Assignee: DABEEO, INC.Inventor: Ju Hum Park
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Patent number: 12217483Abstract: Systems and methods are disclosed for generating a specialized machine learning model by receiving a generalized machine learning model generated by processing a plurality of first training images to predict at least one cancer characteristic, receiving a plurality of second training images, the first training images and the second training images include images of tissue specimens and/or images algorithmically generated to replicate tissue specimens, receiving a plurality of target specialized attributes related to a respective second training image of the plurality of second training images, generating a specialized machine learning model by modifying the generalized machine learning model based on the plurality of second training images and the target specialized attributes, receiving a target image corresponding to a target specimen, applying the specialized machine learning model to the target image to determine at least one characteristic of the target image, and outputting the characteristic of the tarType: GrantFiled: October 17, 2023Date of Patent: February 4, 2025Assignee: PAIGE.AI, Inc.Inventors: Belma Dogdas, Christopher Kanan, Thomas Fuchs, Leo Grady
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Patent number: 12217422Abstract: A method of operation of a compute system includes: qualifying a patient image for analyzing a suspected skin condition; detecting a skin area in the patient image; segmenting the skin area into a segmented image including the suspected skin condition; cropping the segmented image to form a cropped image including the suspected skin condition at a center of the cropped image; analyzing the suspected skin condition to identify a skin disease result and a disease subclass from the cropped image; and assembling a disease identification display including the patient image, a skin disease indication, an image match score, and the disease subclass for displaying on a device.Type: GrantFiled: February 2, 2024Date of Patent: February 4, 2025Assignee: BelleTorus CorporationInventors: Tien Dung Nguyen, Thang Duc Nguyen, Folkert Blok, Jonathan Wolfe, Kavita Mariwalla, Nga Thi Thuy Nguyen
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Patent number: 12217442Abstract: Systems and methods for performing registration between a patient space and an image space are disclosed herein. Systems using such methods may identify a pose of a registration frame having one or more apertures within the patient space using a tracking system. Image data corresponding to the image space having an image of the registration frame is taken. A plurality of aperture locations within the image data (corresponding to the apertures of the registration frame) are identified in the image data. Aperture representations from a model of the registration frame are matched to these aperture locations to determine a pose of the registration frame within the image space. A transform between the patient space and the image space is generated based on the pose of the registration frame within the patient space and the pose of the registration frame within the image space. Optimization methods for this transform are discussed.Type: GrantFiled: February 4, 2022Date of Patent: February 4, 2025Assignee: Medtronic Navigation, Inc.Inventors: Ryan D. Datteri, Ganesh Saiprasad, Steven Hartmann, Matthew F. Dicorleto, Brandon Merkl
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Patent number: 12213858Abstract: A method and a system for planning an orthodontic treatment are provided. The method comprises: acquiring an arch form 3D digital model including a representation of the given tooth in a current position thereof within a subject's gingiva; determining an initial crown reference point and an initial root reference point; obtaining a target position of the given tooth within the arch form 3D digital model; determining a number of steps for the given tooth to displace from the current position to the target position thereof in the course of the orthodontic treatment; and storing data indicative of the number of steps associated with the given tooth for use in the planning the orthodontic treatment.Type: GrantFiled: June 22, 2022Date of Patent: February 4, 2025Assignee: Oxilio LtdInventor: Islam Khasanovich Raslambekov
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Patent number: 12210586Abstract: A model may be trained on a training dataset, e.g., for medical image processing or medical signal processing tasks. Systems and computer-implemented methods are provided for associating a population descriptor with the trained model and using the population descriptor to determine whether records to which the model is to be applied, conform to the population descriptor. The population descriptor characterizes a distribution of the one or more characteristic features over the training dataset, with the characteristic features characterizing the training record and/or a model output provided when the trained model is applied to the training record. For instance, the model may be applied only to records conforming to population descriptor, or model outputs of applying the model to non-conforming records may be flagged as possibly untrustworthy.Type: GrantFiled: January 23, 2020Date of Patent: January 28, 2025Assignee: KONINKLIJKE PHILIPS N.V.Inventors: Rolf Jurgen Weese, Hans-Aloys Wischmann
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Patent number: 12211199Abstract: A semiconductor inspection method by an observation system includes a step of acquiring a first pattern image showing a pattern of a semiconductor device, a step of acquiring a second pattern image showing a pattern of the semiconductor device and having a different resolution from a resolution of the first pattern image, a step of learning a reconstruction process of the second pattern image using the first pattern image as training data by machine learning, and reconstructing the second pattern image into a reconstructed image having a different resolution from a resolution of the second pattern image by the reconstruction process based on a result of the learning, and a step of performing alignment based on a region calculated to have a high degree of certainty by the reconstruction process in the reconstructed image and the first pattern image.Type: GrantFiled: April 16, 2020Date of Patent: January 28, 2025Assignee: HAMAMATSU PHOTONICS K.K.Inventors: Tomochika Takeshima, Takafumi Higuchi, Kazuhiro Hotta
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Patent number: 12211318Abstract: A processing apparatus converts a first image into a second image with a lower resolution than a resolution of the first image, specifies a target region including a predetermined objective target in the second image on the basis of the second image, and specifies a target region including the objective target in the first image on the basis of the specified target region in the second image.Type: GrantFiled: March 4, 2022Date of Patent: January 28, 2025Assignee: HONDA MOTOR CO., LTD.Inventor: Yuji Yasui
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Patent number: 12211225Abstract: A scene reconstruction system renders images of a scene with high-quality geometry and appearance and supports view synthesis, relighting, and scene editing. Given a set of input images of a scene, the scene reconstruction system trains a network to learn a volume representation of the scene that includes separate geometry and reflectance parameters. Using the volume representation, the scene reconstruction system can render images of the scene under arbitrary viewing (view synthesis) and lighting (relighting) locations. Additionally, the scene reconstruction system can render images that change the reflectance of objects in the scene (scene editing).Type: GrantFiled: April 15, 2021Date of Patent: January 28, 2025Assignee: ADOBE INC.Inventors: Sai Bi, Zexiang Xu, Kalyan Krishna Sunkavalli, Miloš Hašan, Yannick Hold-Geoffroy, David Jay Kriegman, Ravi Ramamoorthi
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Patent number: 12211610Abstract: Systems and methods are disclosed for using an integrated computing platform to view and transfer digital pathology slides using artificial intelligence, the method including receiving at least one whole slide image in a cloud computing environment located in a first geographic region, the whole slide image depicting a medical sample associated with a patient, the patient being located in the first geographic region; storing the received whole slide image in a first encrypted bucket; applying artificial intelligence to perform a classification of the at least one whole slide image, the classification comprising steps to determine whether portions of the medical sample depicted in the whole slide image are healthy or diseased; based on the classification of the at least one whole slide image, generating metadata associated with the whole slide image; and storing the metadata in a second encrypted bucket.Type: GrantFiled: September 6, 2023Date of Patent: January 28, 2025Assignee: Paige.AI, Inc.Inventors: Razik Yousfi, Peter Schueffler, Thomas Fresneau, Alexander Tsema
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Patent number: 12211244Abstract: A segmentation neural network is extended to provide classification at the segment level. An input image of a document is received and processed, utilizing a segmentation neural network, to detect pixels having a signature feature type. A signature heatmap of the input image can be generated based on the pixels in the input image having the signature feature type. The segmentation neural network is extended from here to further process the signature heatmap by morphing it to include noise surrounding an object of interest. This creates a signature region that can have no defined shape or size. The morphed heatmap acts as a mask so that each signature region or object in the input image can be detected as a segment. Based on this segment-level detection, the input image is classified. The classification result can be provided as feedback to a machine learning framework to refine training.Type: GrantFiled: May 30, 2023Date of Patent: January 28, 2025Assignee: OPEN TEXT SA ULCInventor: Sreelatha Reddy Samala
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Patent number: 12211196Abstract: Methods and systems for detecting defects in images of a specimen are provided. One system includes a computer subsystem configured for training an ensemble of deep learning models by altering one or more parameters of the ensemble until a pseudo-loss function determined based on output of the ensemble is approximately equal to but not greater than 0.5. The computer subsystem is also configured for detecting defects in runtime specimen images by inputting the runtime specimen images into the trained ensemble and generating runtime labels for the runtime specimen images indicating if a defect has been detected in the runtime specimen images based on outputs of the deep learning models in the trained ensemble.Type: GrantFiled: April 21, 2023Date of Patent: January 28, 2025Assignee: KLA Corp.Inventors: Kuljit S. Virk, Vera Andreeva, Lawrence Muray
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Patent number: 12211262Abstract: A textile package production system includes an imager, a transporter, a sorter, and a controller. The imager is configured to generate an optical image for a textile package. The imager has at least one optical detector and an optical emitter. The imager has an inspection region. The transporter has a test subject carrier configured for relative movement as to the carrier and the inspection region. The sorter is coupled to the transporter and is configured to make a selection as to a first classification and a second classification. The controller has a processor and a memory. The controller is coupled to the imager, the transporter, and the sorter. The controller is configured to implement an artificial engine classifier in which the sorter is controlled based on the optical image and based on instructions and training data in the memory.Type: GrantFiled: March 13, 2020Date of Patent: January 28, 2025Inventors: Caleb Roland Wilkinson, Chelsea Mae Sidlo Wallace, Jenna Ott, David Samuel Dempster
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Patent number: 12211250Abstract: A vascular image processing method performed by a processor includes extracting, from a vascular image, a first vascular region corresponding to an entire blood vessel included in the vascular image, a second vascular region corresponding to a target vessel and one or more branch vessels connected to the target vessel, and a third vascular region corresponding to the target vessel, and predicting a vascular structure in the vascular image, based on the first vascular region, the second vascular region, and the third vascular region, which are extracted from the vascular image.Type: GrantFiled: December 8, 2021Date of Patent: January 28, 2025Assignee: MEDIPIXEL, INC.Inventors: Jihoon Kweon, Kyo Seok Song, Hwi Kwon, Se Yeong Park, Young-Hak Kim, Jee One Park, Young In Kim, Wan Yeong Kim, Yoo Jung Kim, Yun Hee Lee
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Patent number: 12211612Abstract: A system comprises a plurality of sensors adapted to identify and track items, e.g., tools, instruments and consumables, placed on worksurfaces. Each worksurface may contain one or more of these items and is used in an operating room. It is first determined if all the necessary items are available for a task at hand, then as items are removed, added or consumed a tally is updated to ensure that each is accounted for. When the task ends all items have to be accounted for by having the sensors review the content of the worksurfaces and identifying any discrepancy. In one embodiment, the system learns a process, e.g., a surgical process, such that in future cases it provides alerts of missing items before and after the task, provide instructions to equipment such as robots to assist in the task performance, and the like.Type: GrantFiled: February 9, 2022Date of Patent: January 28, 2025Assignee: TrackiMed Ltd.Inventor: Itzhak Harpaz
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Patent number: 12205305Abstract: The present disclosure is related to systems and methods for noise reduction. The method includes obtaining a current frame including a plurality of first pixels. The method includes determining an interframe difference between each first pixel in the current frame and a corresponding pixel in a previous frame obtained prior to the current frame. The method includes generating a denoised frame by performing a first noise reduction operation on the current frame. The method includes determining an intraframe difference for each second pixel in the denoised frame. The method includes generating a target frame by performing a second noise reduction operation on the denoised frame.Type: GrantFiled: January 29, 2022Date of Patent: January 21, 2025Assignee: ZHEJIANG PIXFRA TECHNOLOGY CO., LTD.Inventors: Chenghan Ai, Keqiang Yu, Song Wang, Xiaomu Liu, Hainian Sun
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Patent number: 12205408Abstract: This disclosure describes, in part, techniques for identifying interactions and events associated with inventory locations. For instance, system(s) may receive image data representing a user interacting with an inventory location. The system(s) may then generate heatmap data indicating a first portion of the image data that represents the inventory location and feature data indicating a second portion of the image data that represents the user. Next, the system(s) may analyze the heatmap data with respect to the feature data to determine that the second portion of the image data corresponds to the first portion of the image data. As such, the system(s) may determine that the user is interacting with the inventory location. Based on the determination, the system(s) may analyze the first portion of the image data to identify an event that occurs at the inventory location, such as the user removing an item.Type: GrantFiled: June 1, 2021Date of Patent: January 21, 2025Assignee: Amazon Technologies, Inc.Inventors: Venkataraman Santhanam, Ejaz Ahmed, Gregory Hager
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Patent number: 12207115Abstract: The present disclosure relates to a radio frequency (RF) measurement system and a method for recording baseband and positioning data. The RF measurement system includes at least one RF measurement device. The RF measurement device includes at least one RF chain and at least one data processing circuit connected to a memory device. The RF measurement device is configured to receive a global navigation satellite system (GNSS) signal. The GNSS signal is indicative of a position and/or a bearing. The RF measurement device is configured to receive at least one analog RF signal different of the GNSS signal. The RF measurement device is configured to convert the at least one analog RF signal into at least one baseband signal. The at least one data processing circuit is configured to store baseband data associated with the baseband signal and positioning data associated with the GNSS signal within the memory device.Type: GrantFiled: August 4, 2022Date of Patent: January 21, 2025Assignee: Rohde & Schwarz GmbH & Co. KGInventors: Joachim Stegmaier, Christoph Hausl, Corbett Rowell, Frédéric Pierre Denis Boulay
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Patent number: 12205284Abstract: A console includes a CPU that acquires an image to be processed which is an object to be subjected to a support process that is a diagnosis support process or an imaging support process and selects a support process to be applied to the image to be processed from a plurality of processes of the support process on the basis of a part of a subject which is included in the image to be processed.Type: GrantFiled: May 16, 2022Date of Patent: January 21, 2025Assignee: FUJIFILM CORPORATIONInventors: Koji Taninai, Hiromu Hayashi, Akihito Bettoyashiki, Takeyasu Kobayashi, Kazuhiro Makino
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Patent number: 12200289Abstract: The present disclosure provides user interface methods of and systems for displaying at least one available action overlaid on an image, comprising displaying an image; selecting at least one action and assigning a ranking weight thereto based on at least one of (1) image content, (2) current device location, (3) location at which the image was taken, (4) date of capturing the image; (5) time of capturing the image; and (6) a user preference signature representing prior actions chosen by a user and content preferences learned about the user; and ranking the at least one action based on its assigned ranking weight.Type: GrantFiled: October 6, 2022Date of Patent: January 14, 2025Assignee: Adeia Guides Inc.Inventors: Murali Aravamudan, Ajit Rajasekharan