I am a Senior Research Scientist at Adobe Research. I obtained my Ph.D. degree in the Department of EECS at Northwestern University in June 2013, advised by Prof. Ying Wu. I previously had summer internships at Adobe in 2012 and 2011, and at Nokia Research Center (Santa Monica, CA) in 2010. I received my B.S. and M.S. degrees from the Department of Automation at Tsinghua University, China.
I am generally interested in the research topics in the area of Computer Vision, particularly semantic segmentation, depth prediction, object detection and recognition, image editing and deep learning-related problems.
Email: xshen [at] adobe [dot] com | Google Scholar | LinkedIn
Selected Projects
Semantic-aware Image Editing
- Deep Image Harmonization
CVPR 2017 | [Project Page] [Paper] [Model/code] [Try it in Photoshop Mix] - Sky is Not the Limit: Semantic-Aware Sky Replacement
SIGGRAPH 2016 | [Project Page] [Adobe MAX Demo]
Semantic Segmentation
- Human Body Parsing/Object Parsing, Collaboration with SYSU/NUS/UCLA
[Look Into Person: Human Parsing and Pose Estimation Challenge]
CVPR 2017 | ECCV 2016 | CVPR 2016 | ICCV 2015a | ICCV 2015b | CVPR 2015 - Scene Parsing, Collaboration with UC Merced/NUS
Image Scene Parsing, ICCV 2017 | Urban Scene Parsing, ICCV 2017 | Video Scene Parsing, ICCV 2017
Image Quality and Aesthetics
- Shipped in Aesthetic Filters in Adobe Stock, Auto Curate in Elements Organizer 2018, Candid Moments in Premiere Elements 2018
- Personalized Image Aesthetics
ICCV 2017 | [Paper] [Dataset] - Photo Aesthetics Ranking Network with Attributes and Content Adaptation
ECCV 2016 | [Paper] [Dataset] - Deep Multi-Patch Aggregation Network for Image Style, Aesthetics, and Quality Estimation
ICCV 2015 | [Paper]
