Hailin Jin's Publications


2017
  • M. Wilber, C. Fang, H. Jin, A. Hertzmann, J. Collomosse, and S. Belongie.
    BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography.
    In Proc. IEEE International Conference Computer Vision, October 2017.
  • J. Collomosse, T. Bui, M. Wilber, C. Fang, and H. Jin.
    Sketching with Style: Visual Search with Sketches and Aesthetic Context.
    In Proc. IEEE International Conference Computer Vision, October 2017.
  • S. Tang, H. Jin, C. Fang, Z. Wang, and V. de Sa.
    Rethinking Skip-thought: A Neighborhood based Approach.
    In Proc. 2nd Workshop on Representation Learning for NLP, August 2017.
  • Z. Ren, H. Jin, Z. Lin, C. Fang, and A. Yuille.
    Multiple Instance Visual-Semantic Embedding.
    In Proc. British Machine Vision Conference, September 2017.
  • Y. Zhang, S. Song, E. Yumer, M. Savva, J.-Y. Lee, H. Jin, T. Funkhouser.
    Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks.
    In Proc. IEEE Computer Vision and Pattern Recognition, July 2017
  • L. Mai, H. Jin, Z. Lin, C. Fang, J. Brandt, and F. Liu.
    Spatial-Semantic Image Search by Visual Feature Synthesis.
    In Proc. IEEE Computer Vision and Pattern Recognition, July 2017.
  • L. Yang, C. Fang, H. Jin, M. Hoffman, and D. Estrin.
    Personalizing Software and Web Services by Integrating Unstructured Application Usage Traces.
    In Proc. International World Wide Web Conference (WWW), April 2017.
  • J. Huang, Z. Chen, D. Ceylan, and H. Jin.
    6-DOF VR Videos with a Single 360-Camera.
    In Proc. IEEE Virtual Reality, March 2017.
  • Q. You, H. Jin, and J. Luo.
    Visual Sentiment Analysis by Attending on Local Image Regions.
    In Proc. Thirty-First AAAI Conference on Artificial Intelligence, February 2017.
2016
  • Z. Chen, H. Jin, Z. Lin, S. Cohen, and Y. Wu.
    Integrated Variational And Nearest Neighbor field (IVANN) for Optical Flow.
    In Proc. ECCV Workshop on Brave new ideas for motion representations in videos, October 2016.
  • Z. Ren, H. Jin, Z. Lin, C. Fang, and A. Yuille.
    Joint Image-Text Representation by Gaussian Visual Semantic Embedding.
    In Proc. ACM Multimedia Conference, 2016
  • Q. You, L. Cao, H. Jin, and J. Luo.
    Robust Visual-Textual Sentiment Analysis: When Attention meets Tree-structured Recursive Neural Networks.
    In Proc. ACM Multimedia Conference, October 2016.
  • L. Mai, H. Jin, and F. Liu.
    Composition-Preserving Deep Photo Aesthetics Assessment.
    In Proc. IEEE Computer Vision and Pattern Recognition, June 2016.
  • Q. You, H. Jin, Z. Wang, C. Fang, and J. Luo.
    Image Captioning With Semantic Attention.
    In Proc. IEEE Computer Vision and Pattern Recognition, June 2016.
  • Q. You, J. Luo, H. Jin, and J. Yang.
    Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia.
    In Proc. ACM International Conference on Web Search and Data Mining, February 2016.
  • Q. You, J. Luo, H. Jin, and J. Yang.
    Building a Large Scale Dataset for Image Emotion Recognition: the Fine Print and the Benchmark.
    In Proc. Thirtieth AAAI Conference on Artificial Intelligence, February 2016.
2015
  • X. Lu, Z. Lin, H. Jin, and J. Yang.
    Image-Specific Prior Adaptation for Denoising.
    IEEE Transactions on Image Processing, 24(12): 5469-5478, December 2015.
  • X. Lu, Z. Lin, H. Jin, J. Yang, and J. Z. Wang.
    Rating Image Aesthetics Using Deep Learning.
    IEEE Transactions on Multimedia, 17(11): 2021-2034, November 2015.
  • Q. You, J. Luo, H. Jin, and J. Yang.
    Joint Visual-Textual Sentiment Analysis with Deep Neural Networks.
    In Proc. ACM Multimedia Conference, October 2015.
  • Z. Wang, J. Yang, H. Jin, E. Shechtman, A. Agarwala, J. Brandt, and T. S. Huang.
    DeepFont: Identify Your Font from An Image.
    In Proc. ACM Multimedia Conference, October 2015.
  • J. Krause, H. Jin, J. Yang, and L. Fei-Fei.
    Fine-Grained Recognition without Part Annotations.
    In Proc IEEE Conference on Computer Vision and Pattern Recognition, June 2015.
  • C. Fang, H. Jin, J. Yang, and Z. Lin.
    Collaborative Feature Learning from Social Media.
    In Proc. IEEE Conference on Computer Vision and Pattern Recognition, June 2015.
  • Z. Wang, J. Yang, H. Jin, E. Shechtman, A. Agarwala, J. Brandt, and T. Huang.
    Real-World Font Recognition Using Deep Network and Domain Adaptation.
    In Proc. International Conference on Learning Representations, May 2015.
  • Q. You, J. Luo, H. Jin, and J. Yang.
    Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks.
    In Proc. Twenty-Ninth AAAI Conference on Artificial Intelligence, January 2015.
  • X. Lu, Z. Lin and H. Jin.
    Tree-based Locally Linear Regression for Image Denoising.
    In Proc. IEEE Winter Conference on Applications of Computer Vision, January 2015.
  • 1G. Chen, J. Yang, H. Jin, E. Shechtman, J. Brandt, and T. Han.
    Selective Pooling Vector for Fine-grained Recognition.
    In Proc. IEEE Winter Conference on Applications of Computer Vision, January 2015.
2014
  • L. Bao, Q. Yang, and H. Jin.
    Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow.
    IEEE Transactions on Image Processing, 23(12): 4996-5006, December 2014.
  • L. Bao, Q. Yang, and H. Jin.
    Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow.
    In Proc IEEE Conf. Computer Vision and Pattern Recognition, June 2014.
  • G. Chen, J. Yang, H. Jin, J. Brandt, E. Shechtman, A. Agarwala, and T. Han.
    Large-scale visual font recognition.
    In Proc IEEE Conf. Computer Vision and Pattern Recognition, June 2014.
  • K. Karsch, K. Sunkavalli, S. Hadap, N. Carr, H. Jin, R. Fonte, M. Sittig, and D. Forsyth.
    Automatic Scene Inference for 3D Object Compositing.
    ACM Transactions on Graphics, 33(3), May 2014.
  • Y. Yang, X. Chu, T. T. Ng, A. Chia, Y. Yang, H. Jin, and T. S. Huang.
    Epitomic Image Colorization.
    In Proc IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, May 2014.
  • T. Paine, H. Jin, Z. Lin, J. Yang and T. Huang.
    GPU Asynchronous Stochastic Gradient Descent to Speed up Neural Network Training.
    In Proc International Conference on Learning Representations, April 2014.
2013
  • F. Liu, Y. Niu, and H. Jin.
    Joint Subspace Stabilization for Stereoscopic Video.
    In Proc IEEE Intl. Conf. Computer Vision (ICCV), December 2013.
  • H. Kim, H. Jin, S. Hadap, and I. Kweon.
    Specular Reflection Separation using Dark Channel Priors.
    In Proc IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2013.
  • Z. Zhou, H. Jin, and Y. Ma.
    Plane-Based Content-Preserving Warps for Video Stabilization.
    In Proc IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2013.
  • Z. Chen, H. Jin, Z. Lin, S. Cohen, and Y. Wu.
    Large Displacement Optical Flow from Nearest Neighbor Fields.
    In Proc IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2013.
2012
  • Y. Niu, F. Liu, and H. Jin.
    Causal Stereoscopic Photo Authoring.
    IEEE Transactions on Multimedia.
  • A. Ayvaci, H. Jin, Z. Lin, S. Cohen, and S. Soatto.
    Video Upscaling with Spatio-Temporal Self-Similar Examples.
    In Proc. International Conference on Pattern Recognition, November 2012.
  • S. Zhu, L. Zhang and H. Jin.
    A Locally Linear Regression Model for Boundary Preserving Regularization in Stereo Matching.
    In Proc. European Conference on Computer Vision, October 2012.
  • J. Andrews, H. Jin, and C. Sequin.
    Interactive Inverse 3D Modeling. [Best Student Paper Award]
    Computer-Aided Design and Applications, 9(6), 2012.
  • F. Liu, Y. Niu, and H. Jin.
    Keystone Correction for Stereoscopic Cinematography.
    In Proc. International Workshop on 3-D Cinematography, June 2012.
  • Z. Zhou, H. Jin and Y. Ma.
    Robust Plane-based Structure from Motion.
    In Proc IEEE Conf. Computer Vision and Pattern Recognition, June 2012.
  • Y. Niu, F. Liu, W.-C. Feng and H. Jin.
    Aesthetics-Based Stereoscopic Photo Cropping for Heterogeneous Displays.
    IEEE Transactions on Multimedia, Vol. 14, Issue 3, Pages 783-796, June 2012.
2011
  • F. Liu, M. Gleicher, J. Wang, H. Jin, and A. Agarwala.
    Subspace Video Stabilization. Project page.
    In ACM Transactions on Graphics, Vol. 30, Issue 1, January 2011.
2009
2008
2007
2005
2004
2003
2002
2001
  • P. Favaro, H. Jin and S. Soatto.
    A Semidirect Approach to Structure From Motion.
    Proc. of the Intl. Conf. on Image Analysis and Processing, Sept. 2001.

  • P. Favaro, H. Jin and S. Soatto.
    Real-time Virtual Object Insertion.
    Proc. of the Intl. Conf. on Computer Vision, July 2001.

  • H. Jin, P. Favaro and S. Soatto.
    Real-time Feature Tracking and Outlier Rejection with Changes in Illumination.
    Proc. of the Intl. Conf. on Computer Vision, July 2001.

  • H. Jin, A. Yezzi and S. Soatto.
    Multi-frame Stereo in the Presence of Specular Reflections.
    Technical report, UCLA-CSD 200117, Computer Science Department, University of California at Los Angeles, May 2001.
  • H. Jin, P. Favaro and S. Soatto.
    Global Registration via Long-term Photometric Memory.
    Technical report, UCLA-CSD 200115, Computer Science Department, University of California at Los Angeles, May 2001.
2000
  • H. Jin, P. Favaro and S. Soatto.
    Real-time Feature Tracking and Outlier Rejection with Changes in Illumination.
    Technical report, UCLA-CSD 200035, Computer Science Department, University of California at Los Angeles, December 2000.
  • H. Jin, P. Favaro and S. Soatto.
    Beyond Point Features: a Semi-direct Approach to Structure From Motion.
    Technical report, UCLA-CSD 200034, Computer Science Department, University of California at Los Angeles, December 2000.
  • A. Chiuso, P. Favaro, H. Jin and S. Soatto. (The authors are listed in alphabetical order.)
    3-D Motion and Structure Causally Integrated over Time: Implementation.
    Proc. of the Eur. Conf. on Computer Vision, Lecture Notes in Computer Science vol. 1842, pages 735-750, June 2000.

  • H. Jin, P. Favaro and S. Soatto.
    Real-time 3-D motion and structure from point features: a front-end system for vision-based control and interaction.
    Proc. of the IEEE Intl. Conf. on Computer Vision and Pattern Recognition, pages 778-779, June 2000.

  • H. Jin, A. Yezzi and S. Soatto.
    Stereoscopic Shading: Integrating Shape Cues in a Variational Framework.
    Proc. of the IEEE Intl. Conf. on Computer Vision and Pattern Recognition, pages 169-176, June 2000.

  • H. Jin.
    Dense Shape Reconstruction using Visual Methods.
    Master's thesis, Electrical Engineering Department, Washington University, May 2000.


Last updated on July 18, 2017.
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