公开(公告)号：US20170135621A1

公开(公告)日：2017-05-18

申请号：US15351629

申请日：2016-11-15

Applicant: Samsung Electronics Co., Ltd.

Inventor： Dong Hwa LEE ,  Chang Hyun KIM ,  Eun Soo SHIM ,  Ki Hwan CHOI ,  Hyun Jin CHOI

IPC: A61B5/18 ,  G06N99/00 ,  A61B3/00 ,  A61B5/0402 ,  A61B5/0476 ,  A61B3/10 ,  G05D1/00 ,  A61B5/024

CPC classification number: A61B5/18 ,  A61B3/0025 ,  A61B3/10 ,  A61B5/024 ,  A61B5/0402 ,  A61B5/0476 ,  A61B5/225 ,  B60W30/00 ,  G05D1/0221 ,  G06N3/0454

Abstract: Disclosed is an apparatus and method to train an autonomous driving model. The apparatus includes a driver information collection processor configured to collect driver information while a vehicle is being driven. The apparatus also includes a sensor information collection processor configured to collect sensor information from a sensor installed in the vehicle while the vehicle is being driven, and a model training processor configured to train the autonomous driving model based on the driver information and the sensor information.

公开(公告)号：US20170083772A1

公开(公告)日：2017-03-23

申请号：US15266231

申请日：2016-09-15

Applicant: Samsung Electronics Co., Ltd.

Inventor： Chang Hyun KIM ,  Tae Sup MOON ,  Dong Hwa LEE ,  Hyun Jin CHOI ,  Ki Hwan CHOI

IPC: G06K9/00 ,  G06N7/00 ,  G06N3/04 ,  G06N3/08 ,  G06K9/62 ,  B60Q9/00

CPC classification number: G06K9/00791 ,  B60Q9/00 ,  G06K9/4642 ,  G06K9/6223 ,  G06K9/6226 ,  G06K9/72 ,  G06N3/0445 ,  G06N3/08 ,  G06N7/005

Abstract: Disclosed are methods and apparatuses for object recognition using an artificial neural network. An object recognition apparatus includes an adjacent pixel setter configured to set the neighboring pixel pairs in the image frame, each neighboring pixel pair including first pixel and one or more second pixels adjacent to the first pixel, a labeler configured to label the first pixel using deep neural network-based model based on probability density function value of the neighboring pixel pairs, and an object recognizer configured to recognize an object based on the labeled first pixel.

公开(公告)号：US20240296884A1

公开(公告)日：2024-09-05

申请号：US18662681

申请日：2024-05-13

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Dong Eun SHIN ,  Jeong UK KANG ,  Hyun Jin CHOI

IPC: G11C11/56 ,  G11C16/04 ,  G11C16/08 ,  G11C16/10

CPC classification number: G11C11/5628 ,  G11C11/5671 ,  G11C16/0483 ,  G11C16/08 ,  G11C16/10

Abstract: A storage controller for writing first data to a first memory cell by performing programming of the first memory cell N-times, where N is a positive integer greater than 1, includes a write amplification manager and a central processing unit. The write amplification manager checks whether the first data is invalid data before an Nth programming of the first memory cell is performed, and the central processing unit does not perform the N-th programming of the first memory cell when the first data is the invalid data.

公开(公告)号：US20230154529A1

公开(公告)日：2023-05-18

申请号：US17847948

申请日：2022-06-23

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Dong Eun SHIN ,  Jeong Uk KANG ,  Hyun Jin CHOI

IPC: G11C11/56 ,  G11C16/04 ,  G11C16/08 ,  G11C16/10

CPC classification number: G11C11/5628 ,  G11C11/5671 ,  G11C16/08 ,  G11C16/10 ,  G11C16/0483

Abstract: A storage controller for writing first data to a first memory cell by performing programming of the first memory cell N-times, where N is a positive integer greater than 1, includes a write amplification manager and a central processing unit. The write amplification manager checks whether the first data is invalid data before an Nth programming of the first memory cell is performed, and the central processing unit does not perform the N-th programming of the first memory cell when the first data is the invalid data.

公开(公告)号：US20200090008A1

公开(公告)日：2020-03-19

申请号：US16683455

申请日：2019-11-14

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hyun Jin CHOI ,  Chang Hyun KIM ,  Eun Soo SHIM ,  Dong Hwa LEE ,  Ki Hwan CHOI

IPC: G06K9/62 ,  G06K9/46 ,  G06K9/52 ,  G06K9/66

Abstract: Apparatuses and methods for image processing are provided. The image processing apparatus performs area classification and object detection in an image, and includes a feature map generator configured to generate the feature map of the input image using the neural network, and an image processor configured to classify the areas and to detect the objects in the image using the generated feature map.

公开(公告)号：US20170169313A1

公开(公告)日：2017-06-15

申请号：US15271476

申请日：2016-09-21

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hyun Jin CHOI ,  Chang Hyun KIM ,  Eun Soo SHIM ,  Dong Hwa LEE ,  Ki Hwan CHOI

IPC: G06K9/62 ,  G06K9/52 ,  G06K9/46 ,  G06K9/66

CPC classification number: G06K9/6267 ,  G06K9/3241 ,  G06K9/4604 ,  G06K9/4628 ,  G06K9/52 ,  G06K9/66

Abstract: Apparatuses and methods for image processing are provided. The image processing apparatus performs area classification and object detection in an image, and includes a feature map generator configured to generate the feature map of the input image using the neural network, and an image processor configured to classify the areas and to detect the objects in the image using the generated feature map.

公开(公告)号：US20180325442A1

公开(公告)日：2018-11-15

申请号：US16034436

申请日：2018-07-13

Applicant: Samsung Electronics Co., Ltd.

Inventor： Dong Hwa LEE ,  Chang Hyun KIM ,  Eun Soo SHIM ,  Ki Hwan CHOI ,  Hyun Jin CHOI

IPC: A61B5/18 ,  A61B3/10 ,  B60W30/00 ,  G05D1/02 ,  G06N3/04 ,  A61B3/00 ,  A61B5/024 ,  A61B5/0402 ,  A61B5/22 ,  A61B5/0476

Abstract: Disclosed is an apparatus and method to train an autonomous driving model. The apparatus includes a driver information collection processor configured to collect driver information while a vehicle is being driven. The apparatus also includes a sensor information collection processor configured to collect sensor information from a sensor installed in the vehicle while the vehicle is being driven, and a model training processor configured to train the autonomous driving model based on the driver information and the sensor information.

公开(公告)号：US20170031632A1

公开(公告)日：2017-02-02

申请号：US15201761

申请日：2016-07-05

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Hyun Sik YUN ,  Sang Yoon OH ,  Myung Jin JUNG ,  Hyun Jin CHOI

IPC: G06F3/06 ,  G11C16/26 ,  G06F12/1009 ,  G11C16/10

CPC classification number: G06F3/0659 ,  G06F3/061 ,  G06F3/067 ,  G06F3/0688 ,  G06F12/0246 ,  G06F2212/1048 ,  G06F2212/2022 ,  G06F2212/7201 ,  G11C16/10 ,  G11C16/26

Abstract: A data storage device includes a non-volatile memory device and a controller configured to receive a command from a host and to control an operation of the non-volatile memory device based on the command. The controller includes a processor configured to receive and process the command and an address extractor configured to extract address information from the command and to output the address information to the processor before the processor processes the command.

Abstract translation: 数据存储设备包括非易失性存储器设备和被配置为从主机接收命令并且基于该命令来控制非易失性存储器设备的操作的控制器。 所述控制器包括被配置为接收和处理所述命令的处理器以及被配置为从所述命令提取地址信息并在所述处理器处理所述命令之前将所述地址信息输出到所述处理器的地址提取器。