公开(公告)号：US11790228B2

公开(公告)日：2023-10-17

申请号：US17154580

申请日：2021-01-21

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Kunal Swami ,  Prasanna Vishnu Bondada ,  Pankaj Kumar Bajpai ,  Mahesh P J ,  Manoj Kumar

IPC: G06N3/08 ,  G06V20/40 ,  G06F18/214 ,  G06V10/82 ,  G06T7/50 ,  G06V10/772 ,  G06V10/774

CPC classification number: G06N3/08 ,  G06F18/2155 ,  G06T7/50 ,  G06V10/772 ,  G06V10/7753 ,  G06V10/82 ,  G06V20/41

Abstract: A learning-based model is trained using a plurality of attributes of media. Depth estimation is performed using the learning-based model. The depth estimation supports performing a computer vision task on the media. Attributes used in the depth estimation include scene understanding, depth correctness, and processing of sharp edges and gaps. The media may be processed to perform media restoration or the media quality enhancement. A computer vision task may include semantic segmentation.