US 12,106,539 B2
Method and apparatus with quantized image generation
Sangil Jung, Yongin-si (KR); Dongwook Lee, Suwon-si (KR); Jinwoo Son, Seoul (KR); Changyong Son, Anyang-si (KR); Jaehyoung Yoo, Seongnam-si (KR); Seohyung Lee, Seoul (KR); Changin Choi, Suwon-si (KR); and Jaejoon Han, Seoul (KR)
Assigned to Samsung Electronics Co., Ltd., Suwon-si (KR)
Filed by Samsung Electronics Co., Ltd., Suwon-si (KR)
Filed on Sep. 14, 2020, as Appl. No. 17/019,657.
Claims priority of application No. 10-2019-0175530 (KR), filed on Dec. 26, 2019.
Prior Publication US 2021/0201447 A1, Jul. 1, 2021
Int. Cl. G06V 10/28 (2022.01); G06F 18/214 (2023.01); G06F 18/24 (2023.01); G06T 3/4046 (2024.01); G06V 20/10 (2022.01)
CPC G06V 10/28 (2022.01) [G06F 18/214 (2023.01); G06F 18/24 (2023.01); G06T 3/4046 (2013.01); G06V 20/10 (2022.01)] 26 Claims
OG exemplary drawing
 
1. A system, comprising:
an image sensor configured to acquire an image;
an image processor configured to generate a quantized image by selecting one of a plurality of preset reference values based on whether a pixel value of the acquired image is less than a threshold value of a trained quantization filter, determining a difference between the pixel value of the acquired image and the selected reference value, and adjusting one or more of pixel values of the acquired image based on the difference; and
an output interface configured to output the quantized image,
wherein the preset reference values are determined based on the threshold value and a range of pixel values of the acquired image.