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    SYSTEM AND METHOD FOR SEMANTIC SEGMENTATION OF IMAGES
    121.
    发明申请
    SYSTEM AND METHOD FOR SEMANTIC SEGMENTATION OF IMAGES 审中-公开

    公开(公告)号：US20190057507A1

    公开(公告)日：2019-02-21

    申请号：US15862602

    申请日：2018-01-04

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Mostafa El-Khamy ,  Zhizhong Li ,  Jungwon Lee

    IPC: G06T7/11 ,  G06K9/72 ,  G06K9/46 ,  G06T7/70 ,  G06T11/60 ,  G06T5/20 ,  G06K9/66 ,  G06N3/08

    Abstract: Detecting objects in an image includes: extracting core instance features from the image; calculating feature maps at multiscale resolutions from the core instance features; calculating detection boxes from the core instance features; calculating segmentation masks for each detection box of the detection boxes at the multiscale resolutions of the feature maps; merging the segmentation masks at the multiscale resolutions to generate an instance mask for each object detected in the image; refining the confidence scores of the merged segmentation masks by auxiliary networks calculating pixel level metrics; and outputting the instance masks as the detected objects.

    System and method for maximal code polarization
    122.
    发明授权
    System and method for maximal code polarization 有权

    公开(公告)号：US10200061B2

    公开(公告)日：2019-02-05

    申请号：US16118655

    申请日：2018-08-31

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Gennady Feygin ,  Mostafa El-Khamy ,  Hessam Mahdavifar

    IPC: H03M7/30 ,  H03M13/13 ,  H01L21/66 ,  H03M13/00 ,  H03M13/01 ,  G06F17/50

    Abstract: An apparatus and a method. The apparatus includes a plurality of polarization processors, including n inputs and n outputs, where n is an integer, wherein the plurality of polarization processors is configured to polarize channels with different bit-channel reliability; and at least one permutation processor, including n inputs and n outputs, wherein each of the at least one permutation processor is connected between two of the plurality of polarization processors, and connects the n outputs of a first of the two of the plurality of polarizations processors to the n inputs of a second of the two of the plurality of polarization processors between which each of the at least one permutation processor is connected in a permutation pattern, wherein at least one permutation processor is configured to not further polarize a bit channel.

    SYSTEM AND METHOD FOR MAXIMAL CODE POLARIZATION
    123.
    发明申请
    SYSTEM AND METHOD FOR MAXIMAL CODE POLARIZATION 审中-公开

    公开(公告)号：US20180375526A1

    公开(公告)日：2018-12-27

    申请号：US16118655

    申请日：2018-08-31

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Gennady FEYGIN ,  Mostafa El-Khamy ,  Hessam Mahdavifar

    IPC: H03M7/30 ,  H03M13/13 ,  H01L21/66 ,  H03M13/00 ,  H03M13/01 ,  G06F17/50

    Abstract: An apparatus and a method. The apparatus includes a plurality of polarization processors, including n inputs and n outputs, where n is an integer, wherein the plurality of polarization processors is configured to polarize channels with different bit-channel reliability; and at least one permutation processor, including n inputs and n outputs, wherein each of the at least one permutation processor is connected between two of the plurality of polarization processors, and connects the n outputs of a first of the two of the plurality of polarizations processors to the n inputs of a second of the two of the plurality of polarization processors between which each of the at least one permutation processor is connected in a permutation pattern, wherein at least one permutation processor is configured to not further polarize a bit channel.

    APPARATUS AND METHOD OF CONSTRUCTING POLAR CODE
    127.
    发明申请
    APPARATUS AND METHOD OF CONSTRUCTING POLAR CODE 有权
    装置和构建极地代码的方法

    公开(公告)号：US20160241355A1

    公开(公告)日：2016-08-18

    申请号：US14837763

    申请日：2015-08-27

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Hessam Mahdavifar ,  Mostafa El-Khamy ,  Jungwon Lee ,  Inyup Kang

    IPC: H04L1/00 ,  H04L1/20

    CPC classification number: H04L1/009 ,  H03M13/033 ,  H03M13/13 ,  H04L1/0009 ,  H04L1/0041 ,  H04L1/0057

    Abstract: An apparatus and method of constructing a universal polar code is provided. The apparatus includes a first function block configured to polarize and degrade a class of channels Wj to determine a probability of error Pe,j of each bit-channel of Wj, wherein jε{1, 2, . . . , s}, in accordance with a bit-channel index i; a second function block configured to determine a probability of error Pe(i) for the universal polar code for each bit-channel index i; a third function block configured to sort the Pe(i); and a fourth function block configured to determine a largest number k of bit-channels such that a sum of corresponding k bit-channel error probabilities Pe(i) is less than or equal to a target frame error rate Pt for the universal polar code, wherein the indices corresponding to the k smallest Pe(i) are good bit-channels for the universal polar code.

    Abstract translation: 提供了构成通用极性码的装置和方法。 该装置包括：第一功能块，被配置为使一类信道Wj偏振和降级，以确定Wj的每个位信道的误差概率Pe，j，其中j∈{1,2，...， 。 。 ，s}，根据位信道索引i; 第二功能块，被配置为确定每个位通道索引i的通用极性代码的误差Pe（i）的概率; 配置为对Pe（i）进行排序的第三功能块; 以及第四功能块，被配置为确定比特信道的最大数量k，使得相应的k个比特信道误差概率Pe（i）的和小于或等于所述通用极性码的目标帧错误率Pt， 其中对应于k个最小Pe（i）的索引是用于通用极性码的良好比特信道。

    Communication system with compound coding mechanism and method of operation thereof
    129.
    发明授权
    Communication system with compound coding mechanism and method of operation thereof 有权
    具有复合编码机制的通信系统及其操作方法

    公开(公告)号：US09083387B2

    公开(公告)日：2015-07-14

    申请号：US14108981

    申请日：2013-12-17

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Hessam Mahdavifar ,  Mostafa El-Khamy ,  Jungwon Lee ,  Inyup Kang

    IPC: H04B7/02 ,  H04L1/02 ,  H03M13/35 ,  H04L1/00 ,  H03M13/13

    CPC classification number: H03M13/353 ,  H03M13/13 ,  H04L1/0041 ,  H04L1/0045 ,  H04L1/0057

    Abstract: A communication system includes: an antenna for receiving a receiver signal for communicating a transmitter signal corresponding to the receiver signal over transmission channels according to a polar coding scheme; a communication unit including: an arrangement module for generating a sequenced-signal based on the receiver signal according to a permutation mechanism; and a decoder module for determining a communication content based on the sequenced-signal for communicating the communication content intended by the transmitter signal with a device.The communication system includes: a communication unit including an encoder module for determining a coded-message for representing a communication content according to a polar coding scheme, permutation module for generating a message-channel map for mapping the coded-message to transmission channels; and an antenna for transmitting a transmitter signal based on the coded-message according to the message-channel map for communicating the transmitter signal through the transmission channels with a device.

    Abstract translation: 一种通信系统，包括：天线，用于根据极性编码方案，通过传输信道接收用于传送对应于接收机信号的发射机信号的接收机信号; 通信单元，包括：排列模块，用于根据置换机制基于接收机信号产生排序信号; 以及解码器模块，用于基于所述排序信号确定通信内容，用于将由所述发射机信号预期的通信内容与设备通信。 通信系统包括：通信单元，包括：编码器模块，用于根据极性编码方案确定用于表示通信内容的编码消息;置换模块，用于生成用于将编码消息映射到传输信道的消息频道映射; 以及用于根据用于通过传输信道通过设备传送发射机信号的消息信道映射基于编码消息发送发射机信号的天线。

    COMPUTING SYSTEM WITH ERROR HANDLING MECHANISM AND METHOD OF OPERATION THEREOF
    130.
    发明申请
    COMPUTING SYSTEM WITH ERROR HANDLING MECHANISM AND METHOD OF OPERATION THEREOF 审中-公开
    具有错误处理机制的计算系统及其操作方法

    公开(公告)号：US20150058694A1

    公开(公告)日：2015-02-26

    申请号：US14465694

    申请日：2014-08-21

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Mostafa El-Khamy ,  Jungwon Lee ,  Inyup Kang

    IPC: G06F11/10

    CPC classification number: G06F11/10

    Abstract: A computing system includes: an inter-device interface configured to access a destination signal including an information portion for representing a content and an error-handling portion for describing the information portion relative to the content; a communication unit, coupled to the inter-device interface, configured to: generate a parity-check parameter based on a sparse configuration from the destination signal, and estimate the content based on decoding the information portion using the error-handling portion and the parity-check parameter.

    Abstract translation: 计算系统包括：配置成访问包括用于表示内容的信息部分的目的地信号和用于描述相对于内容的信息部分的错误处理部分的设备间接口; 耦合到所述设备间接口的通信单元，被配置为：基于来自所述目的地信号的稀疏配置生成奇偶校验参数，并且基于使用所述错误处理部分和所述奇偶校验对所述信息部分进行解码来估计所述内容 - 检查参数。

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