Samsung Electronics Co., Ltd.

Snu Rdb Foundation

Seonmin Rhee

Jaejoon Han

Hui Zhang

Seungju Han

Jungbae Kim

Minsu Ko

Jae-Joon Han

Changkyu Choi

Jung-Bae Kim

Fei Duan

Gengyu Ma

Yongjie Zhang

Wonsuk Chang

Youngkyoo Hwang

Gunhee Kim

Haoxing Wang

Chris Dongjoo Kim

Jinseo Jeong

A reservoir management method includes: in response to receiving input data to which label information is mapped, determining whether to add the input data to a reservoir based on a sampling probability; in response to determining to add the input data to the reservoir when the reservoir is filled, selecting candidate data to be removed from among sets of sample data included in the reservoir based on a target label distribution and a current label distribution of the reservoir, and removing the selected candidate data from the reservoir; and training a neural network model using sample data of the reservoir from which the selected candidate data is removed.

Method and device with reservoir management for neural network online learning

At least some example embodiments disclose a device and a method for determining a landmark of an image. The device may compare, to a key landmark set as a reference landmark, a first candidate landmark detected from a region of interest (ROI) of an input image and a second candidate landmark tracked from a previous frame, and determine a landmark similar to the key landmark to be a final landmark.

Method and device to determine landmark from region of interest of image

A method and apparatus of generating a three-dimensional (3D) image are provided. The method of generating a 3D image involves acquiring a plurality of images of a 3D object with a camera, calculating pose information of the plurality of images based on pose data for each of the plurality of images measured by an inertial measurement unit, and generating a 3D image corresponding to the 3D object based on the pose information.

Three-dimensional image generation method and apparatus

Growing community of inventors

Seoul, South Korea

Seonmin Rhee