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公开(公告)号：US20210056718A1
公开(公告)日：2021-02-25
申请号：US16545674
申请日：2019-08-20
Inventor： Jinsong Wang , Yang Zou , Guangyu J. Zou , Vijayakumar Bhagavatula
Abstract: A system for analyzing images includes a processing device including a receiving module configured to receive an image associated with a target domain, and a domain adaptation module configured to characterize one or more features represented in the received image based on a domain adaptation model. The domain adaptation model is generated using a machine learning algorithm to train the domain adaptation model, and the machine learning algorithm is configured to train the domain adaptation model based on one or more source domain images associated with a source domain, one or more previously acquired images associated with the target domain, and acquired characterization data associated with the target domain. The system also includes an output module configured to output the received image with characterization data identifying one or more features characterized by the domain adaptation module.
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Patent Agency Ranking
公开(公告)号：US11113829B2
公开(公告)日：2021-09-07
申请号：US16545674
申请日：2019-08-20
Inventor： Jinsong Wang , Yang Zou , Guangyu J. Zou , Vijayakumar Bhagavatula
Abstract: A system for analyzing images includes a processing device including a receiving module configured to receive an image associated with a target domain, and a domain adaptation module configured to characterize one or more features represented in the received image based on a domain adaptation model. The domain adaptation model is generated using a machine learning algorithm to train the domain adaptation model, and the machine learning algorithm is configured to train the domain adaptation model based on one or more source domain images associated with a source domain, one or more previously acquired images associated with the target domain, and acquired characterization data associated with the target domain. The system also includes an output module configured to output the received image with characterization data identifying one or more features characterized by the domain adaptation module.
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公开(公告)号：US20190129040A1
公开(公告)日：2019-05-02
申请号：US15795347
申请日：2017-10-27
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor： Eric He , Fan Bai , Curtis L. Hay , Vijayakumar Bhagavatula
Abstract: The present application generally relates to methods and apparatus for inferring map data from GPS measurements. More specifically, the method and apparatus to receive a plurality of measurement data from vehicular GPS measurements and, optionally, additional sensor data. The system is then operative to generate latitude and longitude errors from the covariance matrix and apply this information to a plurality of measurement data in order to determine an actual location in response to the plurality of measurement data.
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公开(公告)号：US20140241444A1
公开(公告)日：2014-08-28
申请号：US13779688
申请日：2013-02-27
Inventor： Zheng Li , Fan Bai , Vijayakumar Bhagavatula
IPC: H04L1/00
CPC classification number: H04L1/0026 , H04L1/0041 , H04L1/007 , H04L25/0222 , H04L25/0224
Abstract: A communications system including a transmitter and a receiver. The transmitter transmits a signal with normal data symbols and at least one dual-use data symbol, where the dual-use data symbol has user data and more data protection than the normal data symbols. The receiver receives the transmitted signal and decodes the dual-use data symbol and uses information from decoding of the dual-use data symbol to improve a channel estimate for the normal data symbols.
Abstract translation: 一种包括发射机和接收机的通信系统。 发射机发送具有正常数据符号和至少一个双重用途数据符号的信号，其中双重用途数据符号具有比正常数据符号更多的用户数据和更多的数据保护。 接收机接收所发送的信号并对双重用途数据符号进行解码，并使用来自双重用途数据符号的解码的信息来改善正常数据符号的信道估计。
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公开(公告)号：US20190130220A1
公开(公告)日：2019-05-02
申请号：US15949519
申请日：2018-04-10
Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC
Inventor： Yang Zou , Zhiding Yu , Vijayakumar Bhagavatula , Jinsong Wang
Abstract: A vehicle, system and method of navigating a vehicle. The vehicle and system include a digital camera for capturing a target image of a target domain of the vehicle, and a processor. The processor is configured to: determine a target segmentation loss for training the neural network to perform semantic segmentation of a target image in a target domain, determine a value of a pseudo-label of the target image by reducing the target segmentation loss while providing aa supervision of the training over the target domain, perform semantic segmentation on the target image using the trained neural network to segment the target image and classify an object in the target image, and navigate the vehicle based on the classified object in the target image.
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公开(公告)号：US08948285B2
公开(公告)日：2015-02-03
申请号：US13779688
申请日：2013-02-27
Inventor： Zheng Li , Fan Bai , Vijayakumar Bhagavatula
CPC classification number: H04L1/0026 , H04L1/0041 , H04L1/007 , H04L25/0222 , H04L25/0224
Abstract: A communications system including a transmitter and a receiver. The transmitter transmits a signal with normal data symbols and at least one dual-use data symbol, where the dual-use data symbol has user data and more data protection than the normal data symbols. The receiver receives the transmitted signal and decodes the dual-use data symbol and uses information from decoding of the dual-use data symbol to improve a channel estimate for the normal data symbols.
Abstract translation: 一种包括发射机和接收机的通信系统。 发射机发送具有正常数据符号和至少一个双重用途数据符号的信号，其中双重用途数据符号具有比正常数据符号更多的用户数据和更多的数据保护。 接收机接收所发送的信号并对双重用途数据符号进行解码，并使用来自双重用途数据符号的解码的信息来改善正常数据符号的信道估计。
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