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公开(公告)号：US20210214874A1
公开(公告)日：2021-07-15
申请号：US17272809
申请日：2019-08-23
Applicant: Optimum Semiconductor Technologies Inc.
Inventor： Sabin Daniel IANCU , John GLOSSNER , Beinan WANG
Abstract: A washing machine including a rotatable cylinder comprising a washing chamber to hold washables, one or more sensors, and a processing device, communicatively connected to the one or more sensors to control an operation of the washing machine, to receive sensor data captured by the one or more sensors, determine, using a machine learning model based on the sensor data, a plurality of properties associated with the washables, determine a setting for the washing machine based on the plurality of properties, and cause the washing machine to operate according to the setting.
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公开(公告)号：US20210232871A1
公开(公告)日：2021-07-29
申请号：US17258015
申请日：2019-06-20
Applicant: Optimum Semiconductor Technologies Inc.
Inventor： Sabin Daniel IANCU , John GLOSSNER , Beinan WANG
Abstract: A system and method relating to object detection using multiple sensor devices include receiving a range data comprising a plurality of points, each of plurality of points being associated with an intensity value and a depth value, determining, based on the intensity values and depth values of the plurality of points, abounding box surrounding a cluster of points among the plurality of points, receiving a video image comprising an array of pixels, determining a region in the video image corresponding to the bounding box, and applying a first neural network to the region to determine an object captured by the range data and the video image.
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Patent Agency Ranking
公开(公告)号：US20220114807A1
公开(公告)日：2022-04-14
申请号：US17264146
申请日：2019-07-24
Applicant: Optimum Semiconductor Technologies Inc.
Inventor： Sabin Daniel IANCU , Beinan WANG , John GLOSSNER
Abstract: A system and method relating to object detection may include receiving an image frame comprising an array of pixels captured by an image sensor associated with the processing device, identifying a near-field image segment and a far-field image segment in the image frame, applying a first neural network trained for near-field image segments to the near-field image segment for detecting the objects presented in the near-field image segment, and applying a second neural network trained for far-field image segments to the far-field image segment for detecting the objects presented in the near-field image segment.
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公开(公告)号：US20220063573A1
公开(公告)日：2022-03-03
申请号：US17275007
申请日：2019-09-11
Applicant: Optimum Semiconductor Technologies Inc.
Inventor： Samantha MURPHY , John GLOSSNER , Sabin Daniel IANCU
IPC: B60T7/22
Abstract: An anti-collision system and method of a vehicle including a first sensor device to capture first sensor data associated with a first vehicle in front of the vehicle, a second sensor device to capture second sensor data associated with a second vehicle behind the vehicle, and a processing device to calculate, based on the first sensor data, a plurality of first parameters characterizing the first vehicle, calculate, based on the second sensor data, a plurality of second parameters characterizing the second vehicle, responsive to detecting a braking event by the first vehicle, determine, based on a rule taking into consideration at least one of the plurality of first parameters and at least one of the plurality of second parameters, a braking force for the vehicle, and generate a braking control signal that applies the braking force to brakes of the vehicle.
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公开(公告)号：US20210269037A1
公开(公告)日：2021-09-02
申请号：US17254731
申请日：2019-05-20
Applicant: Optimum Semiconductor Technologies Inc.
Inventor： Samantha MURPHY , John GLOSSNER , Sabin Daniel IANCU
Abstract: A system and method to operate an autonomous vehicle on the road. The system and method may include determining a lane area on a road, calculating a first position within the lane area, determining a tolerance region within the lane area, calculating a deviation offset based on the tolerance region, calculating a second position based on the first position and the deviation offset, and causing to operate the autonomous vehicle to travel to the second position.
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公开(公告)号：US20220262002A1
公开(公告)日：2022-08-18
申请号：US17623714
申请日：2020-06-30
Applicant: Optimum Semiconductor Technologies Inc.
Inventor： Beinan WANG , John GLOSSNER , Sabin Daniel IANCU
Abstract: A system and method relating to constructing an encoder and decoder neural network for providing semantic image segmentation includes generating an encoder comprising encoding convolution layers, each of the encoding convolution layers specifying an encoding filter operation using a respective first filter kernel, generating a decoder corresponding to the encoder, the decoder comprising decoding convolution layers, each of the decoding convolution layers being associated with a corresponding encoding convolution layer, and each of the decoding convolution layers specifying a decoding filter operation using a respective second filter kernel derived from the first filter kernel of the corresponding encoder convolution layer, and providing an input image to the encoder and the decoder for semantic image segmentation.
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公开(公告)号：US20220095434A1
公开(公告)日：2022-03-24
申请号：US17433673
申请日：2020-02-21
Applicant: Optimum Semiconductor Technologies Inc.
Inventor： Keyi LI , Sabin Daniel IANCU , John GLOSSNER , Beinan WANG , Samantha MURPHY
IPC: H05B47/105 , G06T7/90 , H05B45/20 , B60Q1/20
Abstract: An intelligent light system installed on a motor vehicle includes a light source to provide illumination for the motor vehicle, wherein a wavelength of a light beam generated by the light source is adjustable, a plurality of sensors for capturing sensor data of an environment surrounding the motor vehicle, and a processing device to receive the sensor data captured by the plurality of sensors, provide the sensor data to a neural network to determine a first state of the environment, and issue a control signal to adjust the wavelength of the light beam based on the determined first state of the environment.
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