Patents by Inventor Arvind YEDLA
Arvind YEDLA 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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Publication number: 20240149882Abstract: Systems, devices and methods provide, implement, and use vision-based methods of sequence inference for a device affixed to a vehicle.Type: ApplicationFiled: December 11, 2023Publication date: May 9, 2024Applicant: NETRADYNE, INC.Inventors: Venkata Sreekanta Reddy ANNAPUREDDY, Michael CAMPOS, Arvind YEDLA, David Jonathan JULIAN
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Patent number: 11874119Abstract: The present disclosure provides devices, systems and methods for mapping of traffic boundaries.Type: GrantFiled: January 8, 2021Date of Patent: January 16, 2024Assignee: NETRADYNE, INC.Inventors: Jonathan Albert Cox, Veeresh Taranalli, David Jonathan Julian, Badugu Naveen Chakravarthy, Michael Campos, Adam David Kahn, Venkata Ramanan Venkatachalam Jayaraman, Arvind Yedla
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Patent number: 11840239Abstract: Systems, devices and methods provide, implement, and use vision-based methods of sequence inference for a device affixed to a vehicle.Type: GrantFiled: December 15, 2020Date of Patent: December 12, 2023Assignee: NETRADYNE, INC.Inventors: Venkata Sreekanta Reddy Annapureddy, Michael Campos, Arvind Yedla, David Jonathan Julian
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Patent number: 11784760Abstract: Apparatuses (including user equipment (UE) and modern chips for UEs), systems, and methods for UE downlink Hybrid Automatic Repeat reQuest (HARQ) buffer memory management are described. In one method, the entire UE DL HARQ buffer memory space is pre-partitioned according to the number and capacities of the UE's active carrier components. In another method, the UE DL HARQ buffer is split between on-chip and off-chip memory so that each partition and sub-partition is allocated between the on-chip and off-chip memories in accordance with an optimum ratio.Type: GrantFiled: December 1, 2020Date of Patent: October 10, 2023Inventors: Mostafa El-Khamy, Arvind Yedla, Sang-Hyuck Ha, Hyunsang Cho, Inyup Kang
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Publication number: 20230227058Abstract: Systems and methods are provided for intelligent driving monitoring systems, advanced driver assistance systems and autonomous driving systems, and providing alerts to the driver of a vehicle, based on anomalies detected between driver behavior and environment captured by the outward facing camera. Various aspects of the driver, which may include his direction of sight, point of focus, posture, gaze, is determined by image processing of the upper visible body of the driver, by a driver facing camera in the vehicle. Other aspects of environment around the vehicle captured by the multitude of cameras in the vehicle are used to correlate driver behavior and actions with what is happening outside to detect and warn on anomalies, prevent accidents, provide feedback to the driver, and in general provide a safer driver experience.Type: ApplicationFiled: March 21, 2023Publication date: July 20, 2023Applicant: NETRADYNE, INC.Inventors: David Jonathan Julian, Venkata Sreekanta Reddy Annapureddy, Sandeep Pandya, Arvind Yedla, Dale Alan Willis, Venkata Ramanan Venkatachalam Jayaraman, Suresh Babu Yanamala, Avneesh Agrawal, Veeresh Taranalli, Jaeyoon Kim
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Patent number: 11688183Abstract: A neural network is configured to process image data captured by a vehicle-mounted camera. The neural network includes common processing layers (a trunk) and separate, parallelizable processing layers (branches). An object detection branch of the neural network is trained to detect objects that may be visible from the vehicle-mounted camera, such as cars, trucks, and traffic signs. A curve determination branch is trained to detect and parameterize salient curves, such as lane boundaries and road boundaries. The curve determination branch itself is configured with a trunk and branch architecture, having both common and separate processing layers. A first branch computes a likelihood that a curve is present in a given location of the image data and a second branch further localizes the curve within the given location if such a curve is present. Training of the different branches of the neural network may be decoupled.Type: GrantFiled: February 3, 2022Date of Patent: June 27, 2023Assignee: NETRADYNE, INC.Inventors: Michael Campos, Venkata Sreekanta Reddy Annapureddy, David Jonathan Julian, Veeresh Taranalli, Jonathan Albert Cox, Arvind Yedla
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Patent number: 11661075Abstract: Systems and methods are provided for intelligent driving monitoring systems, advanced driver assistance systems and autonomous driving systems, and providing alerts to the driver of a vehicle, based on anomalies detected between driver behavior and environment captured by the outward facing camera. Various aspects of the driver, which may include his direction of sight, point of focus, posture, gaze, is determined by image processing of the upper visible body of the driver, by a driver facing camera in the vehicle. Other aspects of environment around the vehicle captured by the multitude of cameras in the vehicle are used to correlate driver behavior and actions with what is happening outside to detect and warn on anomalies, prevent accidents, provide feedback to the driver, and in general provide a safer driver experience.Type: GrantFiled: September 11, 2019Date of Patent: May 30, 2023Assignee: NETRADYNE, INC.Inventors: David Jonathan Julian, Venkata Sreekanta Reddy Annapureddy, Sandeep Pandya, Arvind Yedla, Dale Alan Willis, Venkata Ramanan Venkatachalam Jayaraman, Suresh Babu Yanamala, Avneesh Agrawal, Veeresh Taranalli, Jaeyoon Kim
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System and method for a unified architecture multi-task deep learning machine for object recognition
Patent number: 11645869Abstract: A system to recognize objects in an image includes an object detection network outputs a first hierarchical-calculated feature for a detected object. A face alignment regression network determines a regression loss for alignment parameters based on the first hierarchical-calculated feature. A detection box regression network determines a regression loss for detected boxes based on the first hierarchical-calculated feature. The object detection network further includes a weighted loss generator to generate a weighted loss for the first hierarchical-calculated feature, the regression loss for the alignment parameters and the regression loss of the detected boxes. A backpropagator backpropagates the generated weighted loss.Type: GrantFiled: March 3, 2020Date of Patent: May 9, 2023Inventors: Mostafa El-Khamy, Arvind Yedla, Marcel Nassar, Jungwon Lee -
Publication number: 20230061784Abstract: Systems and methods are provided for intelligent driving monitoring systems, advanced driver assistance systems and autonomous driving systems, and providing alerts to the driver of a vehicle. Combinations of co-occurring driving events may be detected and used to warn on anomalies, prevent accidents, provide feedback to the driver, and in general provide a safer driver experience.Type: ApplicationFiled: January 29, 2021Publication date: March 2, 2023Applicant: NETRADYNE, INC.Inventors: AVNEESH AGRAWAL, VENKATA SREEKANTA REDDY ANNAPUREDDY, DAVID JONATHAN JULIAN, ARVIND YEDLA, VINAY KUMAR RAI, MICHAEL CAMPOS
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Publication number: 20220157068Abstract: A neural network is configured to process image data captured by a vehicle-mounted camera. The neural network includes common processing layers (a trunk) and separate, parallelizable processing layers (branches). An object detection branch of the neural network is trained to detect objects that may be visible from the vehicle-mounted camera, such as cars, trucks, and traffic signs. A curve determination branch is trained to detect and parameterize salient curves, such as lane boundaries and road boundaries. The curve determination branch itself is configured with a trunk and branch architecture, having both common and separate processing layers. A first branch computes a likelihood that a curve is present in a given location of the image data and a second branch further localizes the curve within the given location if such a curve is present. Training of the different branches of the neural network may be decoupled.Type: ApplicationFiled: February 3, 2022Publication date: May 19, 2022Applicant: NETRADYNE,INC.Inventors: Michael Campos, Venkata Sreekanta Reddy Annapureddy, David Jonathan Julian, Veeresh Taranalli, Jonathan Albert Cox, Arvind Yedla
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Patent number: 11244174Abstract: A neural network is configured to process image data captured by a vehicle-mounted camera. The neural network includes common processing layers (a trunk) and separate, parallelizable processing layers (branches). An object detection branch of the neural network is trained to detect objects that may be visible from the vehicle-mounted camera, such as cars, trucks, and traffic signs. A curve determination branch is trained to detect and parameterize salient curves, such as lane boundaries and road boundaries. The curve determination branch itself is configured with a trunk and branch architecture, having both common and separate processing layers. A first branch computes a likelihood that a curve is present in a given location of the image data and a second branch further localizes the curve within the given location if such a curve is present. Training of the different branches of the neural network may be decoupled.Type: GrantFiled: October 5, 2018Date of Patent: February 8, 2022Assignee: NETRADYNE, INC.Inventors: Michael Campos, Venkata Sreekanta Reddy Annapureddy, David Jonathan Julian, Veeresh Taranalli, Jonathan Albert Cox, Arvind Yedla
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Publication number: 20210394775Abstract: Systems and methods are provided for intelligent driving monitoring systems, advanced driver assistance systems and autonomous driving systems, and providing alerts to the driver of a vehicle, based on anomalies detected between driver behavior and environment captured by the outward facing camera. Various aspects of the driver, which may include his direction of sight, point of focus, posture, gaze, is determined by image processing of the upper visible body of the driver, by a driver facing camera in the vehicle. Other aspects of environment around the vehicle captured by the multitude of cameras in the vehicle are used to correlate driver behavior and actions with what is happening outside to detect and warn on anomalies, prevent accidents, provide feedback to the driver, and in general provide a safer driver experience.Type: ApplicationFiled: September 11, 2019Publication date: December 23, 2021Inventors: David Jonathan JULIAN, Venkata Sreekanta Reddy ANNAPUREDDY, Sandeep PANDYA, Arvind YEDLA, Dale Alan WILLIS, Venkata Ramanan VENKATACHALAM JAYARAMAN, Suresh Babu YANAMALA, Avneesh AGRAWAL, Veeresh TARANALLI, Jaeyoon KIM
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Publication number: 20210142077Abstract: The present disclosure provides devices, systems and methods for mapping of traffic boundaries.Type: ApplicationFiled: January 8, 2021Publication date: May 13, 2021Applicant: NETRADYNE, INC.Inventors: Jonathan Albert Cox, Veeresh Taranalli, David Jonathan Julian, Badugu Naveen Chakravarthy, Michael Campos, Adam David Kahn, Venkata Ramanan Venkatachalam Jayaraman, Arvind Yedla
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Publication number: 20210097855Abstract: Systems, devices and methods provide, implement, and use vision-based methods of sequence inference for a device affixed to a vehicle.Type: ApplicationFiled: December 15, 2020Publication date: April 1, 2021Applicant: NETRADYNE, INC.Inventors: Venkata Sreekanta Reddy ANNAPUREDDY, Michael CAMPOS, Arvind YEDLA, David Jonathan JULIAN
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Publication number: 20210083809Abstract: Apparatuses (including user equipment (UE) and modern chips for UEs), systems, and methods for UE downlink Hybrid Automatic Repeat reQuest (HARQ) buffer memory management are described. In one method, the entire UE DL HARQ buffer memory space is pre-partitioned according to the number and capacities of the UE's active carrier components. In another method, the UE DL HARQ buffer is split between on-chip and off-chip memory so that each partition and sub-partition is allocated between the on-chip and off-chip memories in accordance with an optimum ratio.Type: ApplicationFiled: December 1, 2020Publication date: March 18, 2021Inventors: Mostafa EL-KHAMY, Arvind YEDLA, Sang-Hyuck HA, Hyunsang CHO, Inyup KANG
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Patent number: 10891497Abstract: The present disclosure provides devices, systems and methods for mapping of traffic boundaries.Type: GrantFiled: March 22, 2019Date of Patent: January 12, 2021Assignee: NETRADYNE, INC.Inventors: Jonathan Albert Cox, Veeresh Taranalli, David Jonathan Julian, Badugu Naveen Chakravarthy, Michael Campos, Adam David Kahn, Venkata Ramanan Venkatachalam Jayaraman, Arvind Yedla
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Patent number: 10885777Abstract: Systems, devices and methods provide, implement, and use vision-based methods of sequence inference for a device affixed to a vehicle.Type: GrantFiled: December 20, 2019Date of Patent: January 5, 2021Assignee: Netradyne, Inc.Inventors: Venkata Sreekanta Reddy Annapureddy, Michael Campos, Arvind Yedla, David Jonathan Julian
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Patent number: 10862630Abstract: Apparatuses (including user equipment (UE) and modem chips for UEs), systems, and methods for UE downlink Hybrid Automatic Repeat reQuest (HARQ) buffer memory management are described. In one method, the entire UE DL HARQ buffer memory space is pre-partitioned according to the number and capacities of the UE's active carrier components. In another method, the UE DL HARQ buffer is split between on-chip and off-chip memory so that each partition and sub-partition is allocated between the on-chip and off-chip memories in accordance with an optimum ratio.Type: GrantFiled: September 8, 2015Date of Patent: December 8, 2020Inventors: Mostafa El-Khamy, Arvind Yedla, SangHyuck Ha, Hyunsang Cho, Inyup Kang
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Publication number: 20200380270Abstract: The present disclosure provides devices, systems and methods for mapping of traffic boundaries.Type: ApplicationFiled: March 22, 2019Publication date: December 3, 2020Applicant: NETRADYNE, INC.Inventors: Jonathan Albert Cox, Veeresh Taranalli, David Jonathan Julian, Badugu Naveen Chakravarthy, Michael Campos, Adam David Kahn, Venkata Ramanan Venkatachalam Jayaraman, Arvind Yedla
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Publication number: 20200250440Abstract: The present disclosure provides systems and methods for determining a curve.Type: ApplicationFiled: October 5, 2018Publication date: August 6, 2020Applicant: NETRADYNE, INC.Inventors: Michael Campos, Venkata Sreekanta Reddy Annapureddy, David Jonathan Julian, Veeresh Taranalli, Jonathan Albert Cox, Arvind Yedla