公开(公告)号：US20240404012A1

公开(公告)日：2024-12-05

申请号：US18328508

申请日：2023-06-02

Applicant: Adobe Inc.

Inventor： Hui QU ,  Wei-An LIN ,  Ratheesh KALAROT

IPC: G06T5/50 ,  G06T3/00 ,  G06T5/00 ,  G06T7/00 ,  G06T7/11 ,  G06T11/00

Abstract: Systems and methods generate paired image data comprising synthesized eyeglass reflections and use the paired image data to train a machine learning model for reflection removal. A training dataset is generated that includes image pairs. Each image pair comprises a first version of a face image with eyeglasses not having a reflection and a second version of the face image with eyeglasses having a reflection. A first image pair in the training dataset is generated by: obtaining a first face image with eyeglasses not having a reflection, obtaining a reflection image, and generating a composite image using the first face image and the reflection image. Once generated, the training dataset is used to train a machine learning model to provide a trained machine learning model that performs reflection removal on input face images with eyeglass reflections.