Projects

  1. summary image

    Towards Large-Pose Face Frontalization in the Wild

    Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker

    Despite recent advances in face recognition using deep learning, severe accuracy drops are observed for large pose variations in unconstrained environments. Learning pose-invariant features is one solution, but needs expensively labeled large scale data and carefully designed feature learning algorithms. In this work, we focus on frontalizing faces in the ...

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    Keywords: Face Recognition, Face Reconstruction

  2. summary image

    Plant Vision

    Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer

    Plants are the major organisms that can absorb the light energy from the sun to produce biomass and oxygen. One key problem in studying plant growth is to understand the photosynthetic activities of plants under various external stimuli or genetic variations. Because leaves at different developmental ages may response to ...

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    Keywords: Plant vision

Publications

2017

  • Disentangled Representation Learning GAN for Pose-Invariant Face Recognition
    Luan Tran, Xi Yin, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, HI, Jul. 2017 (Oral presentation)
    Bibtex | PDF
  • @inproceedings{ disentangled-representation-learning-gan-for-pose-invariant-face-recognition,
      author = { Luan Tran and Xi Yin and Xiaoming Liu },
      title = { Disentangled Representation Learning GAN for Pose-Invariant Face Recognition },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Honolulu, HI },
      month = { July },
      year = { 2017 },
    }

2015

  • Leaf Segmentation in Plant Phenotyping: A Collation Study
    Hanno Scharr, Massimo Minervini, Andrew P. French, Christian Klukas, David M. Kramer, Xiaoming Liu, Imanol L. Muntion, Jean-Michel Pape, Gerrit Polder, Danijela Vukadinovic, Xi Yin, Sotirios A. Tsaftaris
    Machine Vision and Application, Vol. 7, Oct. 2015
    Bibtex | PDF | Project Webpage
  • @article{ leaf-segmentation-in-plant-phenotyping-a-collation-study,
      author = { Hanno Scharr and Massimo Minervini and Andrew P. French and Christian Klukas and David M. Kramer and Xiaoming Liu and Imanol L. Muntion and Jean-Michel Pape and Gerrit Polder and Danijela Vukadinovic and Xi Yin and Sotirios A. Tsaftaris },
      title = { Leaf Segmentation in Plant Phenotyping: A Collation Study },
      booktitle = { Machine Vision and Application },
      volume = { 7 },
      month = { October },
      year = { 2015 },
    }
  • Multi-modality Imagery Database for Plant Phenotyping
    Jeffrey A. Cruz, Xi Yin, Xiaoming Liu, Saif M. Imran, Daniel D. Morris, David M. Kramer, Jin Chen
    Machine Vision and Applications, Vol. 7, pp.1-15, Oct. 2015 (equal contribution by first two authors)
    Bibtex | PDF | Project Webpage
  • @article{ multi-modality-imagery-database-for-plant-phenotyping,
      author = { Jeffrey A. Cruz and Xi Yin and Xiaoming Liu and Saif M. Imran and Daniel D. Morris and David M. Kramer and Jin Chen },
      title = { Multi-modality Imagery Database for Plant Phenotyping },
      booktitle = { Machine Vision and Applications },
      volume = { 7 },
      month = { October },
      year = { 2015 },
      pages = { 1--15 },
    }
  • Joint Multi-Leaf Segmentation, Alignment, and Tracking from Fluorescence Plant Videos
    Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer
    Revision review in IEEE Transactions on Pattern Analysis and Machine Intelligence, May. 2015
    Bibtex | PDF | Project Webpage
  • @article{ joint-multi-leaf-segmentation-alignment-and-tracking-from-fluorescence-plant-videos,
      author = { Xi Yin and Xiaoming Liu and Jin Chen and David M. Kramer },
      title = { Joint Multi-Leaf Segmentation, Alignment, and Tracking from Fluorescence Plant Videos },
      booktitle = { Revision review in IEEE Transactions on Pattern Analysis and Machine Intelligence },
      volume = { },
      month = { May },
      year = { 2015 },
    }
  • Attribute Preserved Face De-identification
    Amin Jourabloo, Xi Yin, Xiaoming Liu
    Proc. 8th IAPR International Conference on Biometrics (ICB 2015), Phuket, Thailand, May. 2015 (equal contribution by first two authors)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ attribute-preserved-face-de-identification,
      author = { Amin Jourabloo and Xi Yin and Xiaoming Liu },
      title = { Attribute Preserved Face De-identification },
      booktitle = { Proc. 8th IAPR International Conference on Biometrics },
      address = { Phuket, Thailand },
      month = { May },
      year = { 2015 },
    }

2014

  • Multi-Leaf Tracking from Fluorescence Plant Videos
    Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer
    in Proceedings of IEEE Conference on Image Processing (ICIP 2014), Paris, France, Oct. 2014 (Top 10% Paper Award)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ multi-leaf-tracking-from-fluorescence-plant-videos,
      author = { Xi Yin and Xiaoming Liu and Jin Chen and David M. Kramer },
      title = { Multi-Leaf Tracking from Fluorescence Plant Videos },
      booktitle = { in Proceedings of IEEE Conference on Image Processing },
      address = { Paris, France },
      month = { October },
      year = { 2014 },
    }
  • Multi-Leaf Alignment from Fluorescence Plant Images
    Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer
    Proc. IEEE Winter Conference on Application of Computer Vision (WACV 2014), Steamboat Springs, USA, Mar. 2014 (Best Student Paper Award)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ multi-leaf-alignment-from-fluorescence-plant-images,
      author = { Xi Yin and Xiaoming Liu and Jin Chen and David M. Kramer },
      title = { Multi-Leaf Alignment from Fluorescence Plant Images },
      booktitle = { Proc. IEEE Winter Conference on Application of Computer Vision },
      address = { Steamboat Springs, USA },
      month = { March },
      year = { 2014 },
    }