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公开(公告)号:US20210019544A1
公开(公告)日:2021-01-21
申请号:US16739325
申请日:2020-01-10
Applicant: Samsung Electronics Co., Ltd.
Inventor: Seungin PARK , Lin MA , Weiming LI , Yang LIU , Hao WANG , Hyong Euk LEE
Abstract: An object detection method includes setting a first window region and a second window region larger than the first window region that correspond to partial regions of different sizes in an input image, downsampling the second window region to generate a resized second window region, detecting a first object candidate from the first window region and a second object candidate from the resized second window region, and detecting an object included in the input image based on one or both of the first object candidate and the second object candidate.
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公开(公告)号:US20210004980A1
公开(公告)日:2021-01-07
申请号:US17028195
申请日:2020-09-22
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Seungin PARK , Minsu AHN , Jiyeon KIM
IPC: G06T7/593 , G06K9/00 , H04N13/122
Abstract: A stereo matching method includes extracting feature points of a first image and feature points of a second image, the first image and the second image together constituting a stereo image, determining reference points by matching the feature points of the second image to the feature points of the first image, classifying the reference points, and performing stereo matching on pixels of which disparities are not determined in the first image and the second image based on disparities of the reference points in the pixels determined based on a result of the classifying.
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公开(公告)号:US20160171754A1
公开(公告)日:2016-06-16
申请号:US14945753
申请日:2015-11-19
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Minsu AHN , Seungin PARK , Inwoo HA , Hyong Euk LEE
CPC classification number: G06T15/506 , G06T15/50 , G06T15/55 , G06T15/80
Abstract: An image processing apparatus includes a calculator configured to calculate a first difference value between frames in terms of either one or both of a position and a direction of a direct light by comparing a current frame to at least one previous frame, and a determiner configured to determine that an indirect light of the current frame is to be sampled in response to the first difference value being greater than or equal to a threshold.
Abstract translation: 一种图像处理装置包括:计算器,被配置为通过将当前帧与至少一个先前帧进行比较来计算在直接光的位置和方向中的任一个或两个方面的帧之间的第一差值;以及确定器,被配置为 确定响应于第一差值大于或等于阈值来对当前帧的间接光进行采样。
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公开(公告)号:US20250166384A1
公开(公告)日:2025-05-22
申请号:US18939432
申请日:2024-11-06
Applicant: Samsung Electronics Co., Ltd.
Inventor: Junchen REN , Seungin PARK , Ying MIN , Zao YAO , Byung In YOO , Ju Hwan SONG , YunHao ZHANG , Feng ZHU
Abstract: A method of estimating a state includes: predicting current state prediction data of a target object by using previous state estimation data of a previous image frame of an image sequence in which the target object is represented, the previous image frame previous to a current image frame; acquiring current target detection data of the target object for the current image frame of the image sequence; and determining current state estimation data of the target object of the current image frame by updating the current state prediction data by using the current target detection data and by using a detection reliability of the current target detection data.
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公开(公告)号:US20250104259A1
公开(公告)日:2025-03-27
申请号:US18631836
申请日:2024-04-10
Applicant: Samsung Electronics Co., Ltd.
Inventor: Hyeongseok SON , Seungin PARK , Byung In YOO , Dongwook LEE , Sangil JUNG
Abstract: A method performed by one or more processors of an electronic device includes: processing an input image and point cloud data corresponding to the input image; projecting the point cloud data to generate a first depth map and adding new depth values to the first depth map based on the input image; obtaining a second depth map by inputting the input image to a depth estimation model configured to infer depth maps from input images; and training the depth estimation model based on a loss difference between the first depth map and the second depth map.
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公开(公告)号:US20230102335A1
公开(公告)日:2023-03-30
申请号:US17722858
申请日:2022-04-18
Applicant: Samsung Electronics Co., Ltd.
Inventor: Seungin PARK , Sangil JUNG , Byung In YOO
Abstract: A method with dynamic convolution includes: determining kernel adaptation weights corresponding to weight matrices in a category set represented by a plurality of predetermined discrete values; determining a unified kernel based on the weight matrices and the kernel adaptation weights corresponding to the weight matrices; and performing a convolution operation based on the unified kernel.
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公开(公告)号:US20220222828A1
公开(公告)日:2022-07-14
申请号:US17707023
申请日:2022-03-29
Applicant: Samsung Electronics Co., Ltd.
Inventor: Seungin PARK , Seokhwan JANG
Abstract: A method with video segmentation may include: acquiring, over time, a video sequence including a plurality of image frames, the plurality of image frames including a second image frame corresponding to a time t of the video sequence and a first image frame corresponding to a time t−1 before the time t; extracting a second feature vector from the second image frame; generating second hidden state information corresponding to the second image frame, based on first hidden state information corresponding to the first image frame and second fusion information in which the second feature vector is fused with information related to the second image frame stored in a memory; generating a second segmentation mask corresponding to the second image frame, based on an output vector corresponding to the second hidden state information; and outputting the second segmentation mask.
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公开(公告)号:US20210018978A1
公开(公告)日:2021-01-21
申请号:US16699937
申请日:2019-12-02
Applicant: Samsung Electronics Co., Ltd.
Inventor: Seungin PARK , Hyong Euk LEE
Abstract: A method and apparatus for predicting an intention acquires a gaze sequence of a user, acquires an input image corresponding to the gaze sequence, generates a coded image by visually encoding temporal information included in the gaze sequence to the input image, and predicts an intention of the user corresponding to the gaze sequence based on the input image and the coded image.
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公开(公告)号:US20190114832A1
公开(公告)日:2019-04-18
申请号:US15986368
申请日:2018-05-22
Applicant: Samsung Electronics Co., Ltd.
Inventor: Seungin PARK , Minsu AHN
Abstract: An image processing method includes: selecting frames from an input image sequence, wherein the selected frames include a first frame and a second frame; generating a polygon mesh including polygons for each of the selected frames using feature points having depth values, among feature points of each of the selected frames; setting a search range of a corresponding pixel of the second frame corresponding to a pixel of the first frame based on the polygon mesh; and estimating a depth value of the pixel of the first frame by matching the pixel of the first frame and the corresponding pixel based on the search range.
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公开(公告)号:US20180211400A1
公开(公告)日:2018-07-26
申请号:US15707048
申请日:2017-09-18
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Seungin PARK , Minsu AHN , Jiyeon KIM
CPC classification number: G06T7/593 , G06K9/00456 , G06T2207/10012 , H04N13/106 , H04N13/122 , H04N2013/0081
Abstract: A stereo matching method includes extracting feature points of a first image and feature points of a second image, the first image and the second image together constituting a stereo image, determining reference points by matching the feature points of the second image to the feature points of the first image, classifying the reference points, and performing stereo matching on pixels of which disparities are not determined in the first image and the second image based on disparities of the reference points in the pixels determined based on a result of the classifying.
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