- Computer Vision
- Image Processing
- Deep Learning
- Computational Aesthetics
- 2012 – now: PhD. student in IVRL, EPFL.
- 2008 – 2012: B.Sc. in Communcation Engineering, Shanghai Jiaotong University, China.
In this project, we aim at predicting the aesthetic quality of images using Convolutional Neural Network.
In this project, we aim at modeling the different importance of faces in images. We propose a 2D Gausiian model for face importance and build a face saliency algorithm accordingly.
In this project, we aim at training neural networks for semantic segmentation, using web images in a weakly-supervised manner. We propose a three-stage training pipeline to train segmentation network using web images. Our algorithm produces state-of-the-art segmentation results.