US 11,887,215 B2
Image processing apparatus and method for style transformation
Lei Zhang, Suwon-si (KR); Yehoon Kim, Suwon-si (KR); and Chanwon Seo, Suwon-si (KR)
Assigned to Samsung Electronics Co., Ltd., Suwon-si (KR)
Appl. No. 17/416,293
Filed by Samsung Electronics Co., Ltd., Suwon-si (KR)
PCT Filed Dec. 23, 2019, PCT No. PCT/KR2019/018302
§ 371(c)(1), (2) Date Jun. 18, 2021,
PCT Pub. No. WO2020/130747, PCT Pub. Date Jun. 25, 2020.
Claims priority of application No. 10-2018-0167895 (KR), filed on Dec. 21, 2018.
Prior Publication US 2022/0067421 A1, Mar. 3, 2022
Int. Cl. G06T 11/00 (2006.01); G06T 5/50 (2006.01); G06F 18/214 (2023.01); G06V 20/70 (2022.01); G06N 20/00 (2019.01); G06V 10/82 (2022.01)
CPC G06T 11/00 (2013.01) [G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06T 5/50 (2013.01); G06V 10/82 (2022.01); G06V 20/70 (2022.01)] 13 Claims
OG exemplary drawing
 
13. An image processing apparatus comprising:
a processor; and
a memory storing a recognition model and at least one program,
wherein the processor is configured to execute the at least one program to:
obtain a plurality of labels of a first image and probability values respectively corresponding to the plurality of labels by inputting the first image to the recognition model,
for each of at least one candidate reference image, to which a same one or more visual sentiment label as one or more of the plurality of labels of the first image are assigned, calculate a degree of relevance to the first image by calculating an average of probability values respectively corresponding to the one or more of the plurality of labels as the degree of relevance,
obtain, based on the calculated degree of relevance, reference style data for a target reference image among the at least one candidate reference image,
generate second style data based on first style data for the first image and the obtained reference style data, and
generate a second image based on the generated second style data.