Xiaohui Shen

Sr. Research Scientist

Creative Intelligence Lab, San Jose

Xiaohui is a researcher at Adobe Research in San Jose, California. He obtained his PhD degree in the EECS department of Northwestern University in 2013, advised by Prof. Ying Wu. Before that, he received his M.S. and B.E. degrees from Tsinghua University, China.

He is generally interested in the research problems in the area of Computer Vision, particularly image retrieval, object detection and image understanding.

For more information, please visit his personal page.

 

My Publications

Learning to Predict Indoor Illumination from a Single Image

Gardner, M., Sunkavalli, K., Yumer, E., Shen, X., Gambaretto, E., Gagné, C., Lalonde, J. (Nov. 27, 2017)
ACM Transactions on Graphics (Proc. SIGGRAPH Asia) 2017

Salient Object Subtizing

Zhang, J., Ma, S., Sameki, M., Sclaroff, S., Betke, M., Lin, Z., Shen, X., Price, B., Měch, R. (Sep. 1, 2017)
International Journal of Computer Vision

Deep Image Harmonization

Tsai, Y., Shen, X., Lin, Z., Sunkavalli, K., Lu, X., Yang, M. (Jul. 21, 2017)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017

SURGE: Surface Regularized Geometry Estimation from a Single Image

Wang, P., Russell, B., Shen, X., Cohen, S., Price, B., Yuille, A. (Dec. 1, 2016)
Conference on Neural Information Processing Systems

Semantic Object Parsing with Graph LSTM

Liang, X., Shen, X., Feng, J., Lin, L., Yan, S. (Oct. 8, 2016)
European Conference on Computer Vision (ECCV)

Photo Aesthetics Ranking Network with Attributes and Content Adaptation

Kong, S., Shen, X., Lin, Z., Měch, R., Fowlkes, C. (Oct. 8, 2016)
European Conference on Computer Vision (ECCV)

Top-down Neural Attention by Excitation Backprop

Zhang, J., Lin, Z., Brandt, J., Shen, X., Sclaroff, S. (Oct. 8, 2016)
European Conference on Computer Vision (ECCV)

Sky is Not the Limit: Semantic-Aware Sky Replacement

Tsai, Y., Shen, X., Lin, Z., Sunkavalli, K., Yang, M. (Jul. 1, 2016)
ACM Transactions on Graphics (Proc. of SIGGRAPH)

Semantic Object Parsing with Local-Global Long Short-Term Memory

Liang, X., Shen, X., Xiang, D., Feng, J., Lin, L., Yan, S. (Jun. 26, 2016)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Automatic Content-Aware Color and Tone Stylization

Lee, J., Sunkavalli, K., Lin, Z., Shen, X., Kweon, I. (Jun. 26, 2016)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Reversible Recursive Instance-level Object Segmentation

Liang, X., Wei, Y., Shen, X., Jie, Z., Feng, J., Lin, L., Yan, S. (Jun. 26, 2016)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

A Multi-Level Contextual Model For Person Recognition in Photo Albums

Li, H., Brandt, J., Lin, Z., Shen, X., Hua, G. (Jun. 26, 2016)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Shortlist Selection with Residual-Aware Distance Estimator for K-Nearest Neighbor Search

Heo, J., Lin, Z., Shen, X., Brandt, J., Yoon, S. (Jun. 26, 2016)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Event-specific Image Importance

Wang, Y., Lin, Z., Shen, X., Měch, R., Miller, G., Cottrell, G. (Jun. 1, 2016)
CVPR 2016

Discovering Primary Objects in Videos by Saliency Fusion and Iterative Appearance Estimation

Yang, J., Zhao, G., Yang, J., Shen, X., Lin, Z., Price, B., Brandt, J. (Jun. 1, 2016)
IEEE Transactions on Circuits and Systems for Video Technology

Fast Appearance Modeling for Automatic Primary Video Object Segmentation

Yang, J., Price, B., Shen, X., Lin, Z., Yuan, J. (Feb. 1, 2016)
Transactions on Image Processing, Feb 2016.

Joint Object and Part Segmentation using Deep Learned Potentials

Wang, P., Shen, X., Lin, Z., Cohen, S., Price, B., Yuille, A. (Dec. 1, 2015)
In Proc. International Conference on Computer Vision (ICCV) 2015

Minimum Barrier Salient Object Detection at 80 FPS

Zhang, J., Lin, Z., Shen, X., Měch, R., Price, B., Sclaroff, S. (Dec. 1, 2015)
ICCV 2015

Human Parsing with Contextualized Convolutional Neural Network

Liang, X., Xu, C., Shen, X., Yang, J., Liu, S., Tang, J., Lin, L., Yan, S. (Dec. 1, 2015)
IEEE International Conference on Computer Vision (ICCV)

Deep Human Parsing with Active Template Regression

Liang, X., Liu, S., Shen, X., Yang, J., Liu, L., Dong, J., Lin, L., Yan, S. (Dec. 1, 2015)
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)

Adaptive Metric Learning for Saliency Detection

Li, S., Lu, H., Lin, Z., Shen, X., Price, B. (Nov. 1, 2015)
Transactions on Image Processing

Inner and Inter Label Propagation: Salient Object Detection in the Wild

Li, H., Lu, H., Lin, Z., Shen, X., Price, B. (Oct. 1, 2015)
Transactions on Image Processing

A Convolutional Neural Network Cascade for Face Detection

Li, H., Lin, Z., Shen, X., Brandt, J., Hua, G. (Jun. 23, 2015)
IEEE Conference on Computer Vision and Pattern Recognition

Matching-CNN Meets KNN: Quasi-Parametric Human Parsing

Liu, S., Liang, X., Liu, L., Shen, X., Yang, J., Xu, C., Lin, L., Cao, X., Yan, S. (Jun. 23, 2015)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Salient Object Subitizing

Zhang, J., Ma, S., Sameki, M., Sclaroff, S., Betke, M., Lin, Z., Shen, X., Price, B., Měch, R. (Jun. 1, 2015)
CVPR 2015

Towards Unified Depth and Semantic Prediction from a Single Image

Wang, P., Shen, X., Lin, Z., Cohen, S., Price, B., Yuille, A. (Jan. 1, 2015)
In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015

Efficient Boosted Exemplar-Based Face Detection

Li, H., Lin, Z., Brandt, J., Shen, X., Hua, G. (Jun. 24, 2014)
Computer Vision and Pattern Recognition

Spatially-Constrained Similarity Measure for Large-Scale Object Retrieval

Shen, X., Lin, Z., Brandt, J., Wu, Y. (Jun. 1, 2014)
IEEE Trans. on Pattern Analysis and Machine Intelligence

Towards Unified Human Parsing and Pose Estimation

Dong, J., Chen, Q., Shen, X., Yang, J., Yan, S. (Jun. 1, 2014)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Detecting and Aligning Faces by Image Retrieval

Shen, X., Lin, Z., Brandt, J., Wu, Y. (Jun. 25, 2013)
Proceedings of IEEE conference on Computer Vision and Pattern Recognition (CVPR), June 2013.

Mobile Product Image Search by Automatic Query Object Extraction

Shen, X., Lin, Z., Brandt, J., Wu, Y. (Oct. 7, 2012)
European Conference of Computer Vision

Object Retrieval and Localization with Spatially-Constrained Similarity Measure and k-NN Re-ranking

Shen, X., Lin, Z., Brandt, J., Avidan, S., Wu, Y. (May. 1, 2012)
IEEE Conference on Computer Vision and Pattern Recognition , 2012.