Physics-based Indirect Illumination for Inverse Rendering

no code implementations • 9 Dec 2022 • Youming Deng, Xueting Li, Sifei Liu, Ming-Hsuan Yang

We present a physics-based inverse rendering method that learns the illumination, geometry, and materials of a scene from posed multi-view RGB images.

Efficient Neural Network Inverse Rendering +1

Hierarchical Memory Learning for Fine-Grained Scene Graph Generation

no code implementations • 14 Mar 2022 • Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma

After the autonomous partition of coarse and fine predicates, the model is first trained on the coarse predicates and then learns the fine predicates.

Graph Generation Scene Graph Generation