Patents by Inventor Maneesh Kumar Singh
Maneesh Kumar Singh has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Computer vision systems and methods for automatic alignment of parcels with geotagged aerial imagery
Patent number: 12266119Abstract: Computer vision systems and methods for automatic parcel alignment are provided. The system receives a geotagged aerial image, parcel information, and semantic information where each of the parcel and semantic information are overlaid on the geotagged aerial image. The system cleans the parcel information and the semantic information. The system optimizes the parcel information by grouping geo-registered parcels present in the geotagged aerial image into a plurality of islands and generating a plurality of parcel alignment solutions for each island of the plurality of islands. The system refines the plurality of parcel alignment solutions for each island and regularizes each island. The system generates a composite parcel alignment solution based on the refined plurality of parcel alignment solutions for each regularized island to align the geo-registered parcels of each regularized island with the geotagged aerial image.Type: GrantFiled: October 3, 2023Date of Patent: April 1, 2025Assignee: Insurance Services Office, Inc.Inventors: Aditya Singh, Venkata Subbarao Veeravarasapu, Aurobrata Ghosh, Maneesh Kumar Singh -
Publication number: 20250104448Abstract: Computer vision systems and methods for text classification are provided. The system detects a plurality of text regions in an image and generates a bounding box for each detected text region. The system utilizes a neural network to recognize text present within each bounding box and classifies the recognized text, based on at least one extracted feature of each bounding box and the recognized text present within each bounding box, according to a plurality of predefined tags. The system can associate a key with a value and return a key-value pair for each predefined tag.Type: ApplicationFiled: July 31, 2024Publication date: March 27, 2025Applicant: Insurance Services Office, Inc.Inventors: Khoi Nguyen, Maneesh Kumar Singh
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Publication number: 20250061577Abstract: Computer vision systems and methods for end-to end training of neural networks are provided. The system generates a fixed point algorithm for dual-decomposition of a maximum-a-posteriori inference problem and trains the convolutional neural network and a conditional random field with the fixed point algorithm and a plurality of images of a dataset to learn to perform semantic image segmentation. The system can segment an attribute of an image of the dataset by the trained neural network and the conditional random field.Type: ApplicationFiled: October 1, 2024Publication date: February 20, 2025Applicant: Insurance Services Office, Inc.Inventors: Shaofei Wang, Vishnu Sai Rao Suresh Lokhande, Maneesh Kumar Singh, Konrad Kording, Julian Yarkony
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Publication number: 20250054203Abstract: Computer vision systems and methods for object detection with reinforcement learning are provided. The system includes a reinforcement learning agent configured to detect an object pertaining to a target object class and a plurality of objects pertaining to different target object classes, such that the reinforcement learning agent determines a bounding box for each of the detected of objects. The system first sets parameters of the reinforcement learning agent. The system then detects an object and/or objects in an image based on the set parameters. Finally, the system determines a bounding box and/or bounding boxes for each of the detected objects.Type: ApplicationFiled: August 20, 2024Publication date: February 13, 2025Applicant: Insurance Services Office, Inc.Inventors: Maneesh Kumar Singh, Sina Ditzel
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Publication number: 20250022683Abstract: Bias supplies and plasma processing systems are disclosed. One bias supply comprises an output node, a return node, and a switch network and at least one power supply coupled to the output node and the return node. The switch network and the at least one power supply configured, in combination, to apply an asymmetric periodic voltage waveform and provide a corresponding current waveform at the output node relative to the return node. A timing parameter estimator receives a digital representation of a full cycle of the voltage and current waveforms, and generates a pulse width control signal based on a crossing time that the current waveform crosses a threshold current value after falling from a positive peak current value to control the switch network.Type: ApplicationFiled: June 13, 2024Publication date: January 16, 2025Inventors: Maneesh Kumar Singh, Hien Minh Nguyen
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Patent number: 12106481Abstract: Computer vision systems and methods for end-to end training of neural networks are provided. The system generates a fixed point algorithm for dual-decomposition of a maximum-a-posteriori inference problem and trains the convolutional neural network and a conditional random field with the fixed point algorithm and a plurality of images of a dataset to learn to perform semantic image segmentation. The system can segment an attribute of an image of the dataset by the trained neural network and the conditional random field.Type: GrantFiled: December 14, 2020Date of Patent: October 1, 2024Assignee: Insurance Services Office, Inc.Inventors: Shaofei Wang, Vishnu Sai Rao Suresh Lokhande, Maneesh Kumar Singh, Konrad Kording, Julian Yarkony
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Patent number: 12067644Abstract: Computer vision systems and methods for object detection with reinforcement learning are provided. The system includes a reinforcement learning agent configured to detect an object pertaining to a target object class and a plurality of objects pertaining to different target object classes, such that the reinforcement learning agent determines a bounding box for each of the detected of objects. The system first sets parameters of the reinforcement learning agent. The system then detects an object and/or objects in an image based on the set parameters. Finally, the system determines a bounding box and/or bounding boxes for each of the detected objects.Type: GrantFiled: December 16, 2020Date of Patent: August 20, 2024Assignee: Insurance Services Office, Inc.Inventors: Maneesh Kumar Singh, Sina Ditzel
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Patent number: 12056941Abstract: Computer vision systems and methods for text classification are provided. The system detects a plurality of text regions in an image and generates a bounding box for each detected text region. The system utilizes a neural network to recognize text present within each bounding box and classifies the recognized text, based on at least one extracted feature of each bounding box and the recognized text present within each bounding box, according to a plurality of predefined tags. The system can associate a key with a value and return a key-value pair for each predefined tag.Type: GrantFiled: January 24, 2023Date of Patent: August 6, 2024Assignee: Insurance Services Office, Inc.Inventors: Khoi Nguyen, Maneesh Kumar Singh
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Patent number: 12046448Abstract: Bias supplies and plasma processing systems are disclosed. One bias supply comprises an output node, a return node, and a switch network and at least one power supply coupled to the output node and the return node. The switch network and the at least one power supply configured, in combination, to apply an asymmetric periodic voltage waveform and provide a corresponding current waveform at the output node relative to the return node. A timing parameter estimator receives a digital representation of a full cycle of the voltage and current waveforms, and generates a pulse width control signal based on a crossing time that the current waveform crosses a threshold current value after falling from a positive peak current value to control the switch network.Type: GrantFiled: January 26, 2022Date of Patent: July 23, 2024Assignee: Advanced Energy Industries, Inc.Inventors: Maneesh Kumar Singh, Hien Minh Nguyen
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Publication number: 20240194452Abstract: Bias supplies and plasma processing systems are disclosed. One bias supply comprises an output node, a return node, and a power section coupled to the output node and the return node. A resonant switch section is coupled to the power section at a first node, a second node, and a third node wherein the resonant switch section is configured to connect and disconnect a current pathway between the first node and the second node to apply an asymmetric periodic voltage waveform at the output node relative to the return node. The asymmetric periodic voltage waveform includes a first portion that begins with a first negative voltage and changes to a positive peak voltage, a second portion that changes from the positive peak voltage level to a third voltage level and a fourth portion that includes a negative voltage ramp from the third voltage level to a fourth voltage level.Type: ApplicationFiled: February 22, 2024Publication date: June 13, 2024Inventor: Maneesh Kumar Singh
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Patent number: 11942309Abstract: Bias supplies and plasma processing systems are disclosed. One bias supply comprises an output node, a return node, and a power section coupled to the output node and the return node. A resonant switch section is coupled to the power section at a first node, a second node, and a third node wherein the resonant switch section is configured to connect and disconnect a current pathway between the first node and the second node to apply an asymmetric periodic voltage waveform at the output node relative to the return node. The asymmetric periodic voltage waveform includes a first portion that begins with a first negative voltage and changes to a positive peak voltage, a second portion that changes from the positive peak voltage level to a third voltage level and a fourth portion that includes a negative voltage ramp from the third voltage level to a fourth voltage level.Type: GrantFiled: January 26, 2022Date of Patent: March 26, 2024Assignee: Advanced Energy Industries, Inc.Inventor: Maneesh Kumar Singh
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Computer Vision Systems and Methods for Automatic Alignment of Parcels with Geotagged Aerial Imagery
Publication number: 20240078689Abstract: Computer vision systems and methods for automatic parcel alignment are provided. The system receives a geotagged aerial image, parcel information, and semantic information where each of the parcel and semantic information are overlaid on the geotagged aerial image. The system cleans the parcel information and the semantic information. The system optimizes the parcel information by grouping geo-registered parcels present in the geotagged aerial image into a plurality of islands and generating a plurality of parcel alignment solutions for each island of the plurality of islands. The system refines the plurality of parcel alignment solutions for each island and regularizes each island. The system generates a composite parcel alignment solution based on the refined plurality of parcel alignment solutions for each regularized island to align the geo-registered parcels of each regularized island with the geotagged aerial image.Type: ApplicationFiled: October 3, 2023Publication date: March 7, 2024Applicant: Insurance Services Office, Inc.Inventors: Aditya Singh, Venkata Subbarao Veeravarasapu, Aurobrata Ghosh, Maneesh Kumar Singh -
Publication number: 20240005533Abstract: Computer vision systems and methods for noisy contour alignment are provided. The system generates a loss function and trains a convolutional neural network with the loss function and a plurality of images of a dataset to learn to align contours with progressively increasing complex forward and backward transforms over increasing scales. The system can align an attribute of an image of the dataset by the trained neural network.Type: ApplicationFiled: March 21, 2023Publication date: January 4, 2024Applicant: Insurance Services Office, Inc.Inventors: Venkata Subbarao Veeravasarapu, Abhishek Goel, Deepak Mittal, Maneesh Kumar Singh
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Publication number: 20230386229Abstract: Computer vision systems and methods for text classification are provided. The system detects a plurality of text regions in an image and generates a bounding box for each detected text region. The system utilizes a neural network to recognize text present within each bounding box and classifies the recognized text, based on at least one extracted feature of each bounding box and the recognized text present within each bounding box, according to a plurality of predefined tags. The system can associate a key with a value and return a key-value pair for each predefined tag.Type: ApplicationFiled: January 24, 2023Publication date: November 30, 2023Applicant: Insurance Services Office, Inc.Inventors: Khoi Nguyen, Maneesh Kumar Singh
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Computer vision systems and methods for automatic alignment of parcels with geotagged aerial imagery
Patent number: 11776140Abstract: Computer vision systems and methods for automatic parcel alignment are provided. The system receives a geotagged aerial image, parcel information, and semantic information where each of the parcel and semantic information are overlaid on the geotagged aerial image. The system cleans the parcel information and the semantic information. The system optimizes the parcel information by grouping geo-registered parcels present in the geotagged aerial image into a plurality of islands and generating a plurality of parcel alignment solutions for each island of the plurality of islands. The system refines the plurality of parcel alignment solutions for each island and regularizes each island. The system generates a composite parcel alignment solution based on the refined plurality of parcel alignment solutions for each regularized island to align the geo-registered parcels of each regularized island with the geotagged aerial image.Type: GrantFiled: December 15, 2020Date of Patent: October 3, 2023Assignee: Insurance Services Office, Inc.Inventors: Aditya Singh, Venkata Subbarao Veeravarasapu, Aurobrata Ghosh, Maneesh Kumar Singh -
Publication number: 20230253187Abstract: Bias supplies and plasma processing systems are disclosed. One bias supply comprises an output node, a return node, and a power section coupled to the output node and the return node. A resonant switch section is coupled to the power section at a first node, a second node, and a third node wherein the resonant switch section is configured to connect and disconnect a current pathway between the first node and the second node to apply an asymmetric periodic voltage waveform at the output node relative to the return node. The asymmetric periodic voltage waveform includes a first portion that begins with a first negative voltage and changes to a positive peak voltage, a second portion that changes from the positive peak voltage level to a third voltage level and a fourth portion that includes a negative voltage ramp from the third voltage level to a fourth voltage level.Type: ApplicationFiled: January 26, 2022Publication date: August 10, 2023Inventor: Maneesh Kumar Singh
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Publication number: 20230238216Abstract: Bias supplies and plasma processing systems are disclosed. One bias supply comprises an output node, a return node, and a switch network and at least one power supply coupled to the output node and the return node. The switch network and the at least one power supply configured, in combination, to apply an asymmetric periodic voltage waveform and provide a corresponding current waveform at the output node relative to the return node. A timing parameter estimator receives a digital representation of a full cycle of the voltage and current waveforms, and generates a pulse width control signal based on a crossing time that the current waveform crosses a threshold current value after falling from a positive peak current value to control the switch network.Type: ApplicationFiled: January 26, 2022Publication date: July 27, 2023Inventors: Maneesh Kumar Singh, Hien Minh Nguyen
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Publication number: 20230215197Abstract: Systems and methods for detection and localization of image and document forgery. The method can include the step of receiving a dataset having a plurality of authentic images and a plurality of manipulated images. The method can also include the step of benchmarking a plurality of image forgery algorithms using the dataset. The method can further include the step of generating a plurality of receiver operating characteristic (ROC) curves for each of the plurality of image forgery algorithms. The method also includes the step of calculating a plurality of area under curve metrics for each of the plurality of ROC curves. The method further includes the step of training a neural network for image forgery based on the plurality of area under curve metrics.Type: ApplicationFiled: August 9, 2022Publication date: July 6, 2023Applicant: Insurance Services Office, Inc.Inventors: Anurag Ghosh, Dongmian Zou, Maneesh Kumar Singh
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Patent number: 11663489Abstract: A system for improved localization of image forgery. The system generates a variational information bottleneck objective function and works with input image patches to implement an encoder-decoder architecture. The encoder-decoder architecture controls an information flow between the input image patches and a representation layer. The system utilizes information bottleneck to learn useful residual noise patterns and ignore semantic content present in each input image patch. The system trains a neural network to learn a representation indicative of a statistical fingerprint of a source camera model from each input image patch while excluding semantic content thereof. The system can determine a splicing manipulation localization by the trained neural network.Type: GrantFiled: June 24, 2020Date of Patent: May 30, 2023Assignees: Insurance Services Office, Inc., The Regents of the University of ColoradoInventors: Aurobrata Ghosh, Steve Cruz, Terrance E. Boult, Maneesh Kumar Singh, Venkata Subbarao Veeravarasapu, Zheng Zhong
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Patent number: 11636607Abstract: Computer vision systems and methods for optimizing correlation clustering for image segmentation are provided. The system receives input data and generates a correlation clustering formulation for Benders Decomposition for optimized correlation clustering of the input data. The system optimizes the Benders Decomposition for the generated correlation clustering formulation and performs image segmentation using the optimized Benders Decomposition.Type: GrantFiled: December 23, 2020Date of Patent: April 25, 2023Assignee: Insurance Services Office, Inc.Inventors: Maneesh Kumar Singh, Julian Yarkony