Ning Xu

Research Scientist

San Jose

In Adobe Research, I do many exciting research projects related to computer vision and deep learning. My recent research interests focus on both fundamental research problems such as domain adaptation, and also computer vision applications such as vision and language,  image generation etc. Many of my previous research works in object selection, matting and font have been brought into Adobe products such as Photoshop and Lightroom.

My Publications

Published October 28, 2019

Video Instance Segmentation

ICCV 2019

Linjie Yang, Yuchen Fan, Ning Xu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 28, 2019

Controllable Artistic Text Style Transfer via Shape-Matching GAN

ICCV 2019

Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, Zongming Guo
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 28, 2019

An Internal Learning Approach to Video Inpainting

International Conference on Computer Vision (ICCV) 2019

Haotian Zhang, Long Mai, Ning Xu, Zhaowen Wang, John Collomosse, Hailin Jin
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 14, 2019

Learning to Trace: Expressive Line Drawing Generation from Photographs

Pacific Graphics

Naoto Inoue, Daichi Ito, Ning Xu, Jimei Yang, Brian Price, Toshihiko Yamasaki
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 8, 2018

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation

European Conference on Computer Vision 2018

Ning Xu, Linjie Yang, Yuchen Fan, Jianchao Yang, Dingcheng Yue, Yuchen Liang, Brian Price, Scott Cohen, Thomas Huang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 4, 2017

Deep GrabCut for Object Selection

British Machine Vision Conference (BMVC) 2017

Ning Xu, Brian Price, Scott Cohen, Jimei Yang, Thomas Huang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published July 22, 2017

Deep Image Matting

In Proc. IEEE Conference on Computer Vision and Pattern Recognition

Ning Xu, Brian Price, Scott Cohen, Thomas Huang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 27, 2016

Deep Interactive Object Selection

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

Ning Xu, Brian Price, Scott Cohen, Jimei Yang, T. Huang
  • Computer Vision, Imaging & Video