Activity Recognition | Application | Biometrics | Data Imputation | Database | Deep Learning | Expression Recognition | Face Alignment | Face Antispoofing | Face Deidentification | Face Recognition | Face Reconstruction | Forensics | Image Alignment | Image Segmentation | Joint Alignment | Learning | Low-Level Vision | Medical Imaging | Motion Compensation | Multi-Modality | Multimedia Retrieval | Pedestrian Detection | Plant Vision | Semantic Segmentation | Sequence Alignment | Surveillance | Tracking | Typing Behavior

Application

  1. summary image

    Monocular Video-Based Trailer Coupler Detection using Multiplexer Convolutional Neural Network

    Yousef Atoum, Joseph Roth, Michael Bliss, Wende Zhang, Xiaoming Liu

    This paper presents a monocular camera-based computer vision system for autonomous selfbacking-up a vehicle towards a trailer, by continuously estimating the 3D trailer coupler position and feeding it to the vehicle control system, until the alignment of the tow hitch with the trailers coupler. This system is made possible through ...

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    Keywords: Application

  2. summary image

    On developing and enhancing plant-level disease rating systems in real fields

    Yousef Atoum, Muhammad Jamal Afridi, Xiaoming Liu, J. Mitchell McGrath, Linda E. Hanson

    Cercospora leaf spot (CLS) is one of the most serious diseases of sugar beet worldwide, and if uncontrolled, causes nearly complete defoliation and loss of revenue for beet growers. The beet sugar industry continuously seeks CLS-resistant sugar beet cultivars as one strategy to combat this disease. Normally human experts manually ...

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    Keywords: Application

2017

  • Joint Multi-Leaf Segmentation, Alignment, and Tracking from Fluorescence Plant Videos
    Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer
    IEEE Transactions on Pattern Analysis and Machine Intelligence, , Jul. 2017 (in press)
    Bibtex | PDF | arXiv | 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 = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
      month = { July },
      year = { 2017 },
    }

2016

  • 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, , Jul. 2016 (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 = { July },
      year = { 2016 },
      pages = { 1--15 },
    }
  • Energy-Efficient Aquatic Environment Monitoring Using Smartphone-Based Robots
    Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu
    ACM Transactions on Sensor Networks, , May. 2016 (in press)
    Bibtex | PDF
  • @article{ energy-efficient-aquatic-environment-monitoring-using-smartphone-based-robots,
      author = { Yu Wang and Rui Tan and Guoliang Xing and Jianxun Wang and Xiaobo Tan and Xiaoming Liu },
      title = { Energy-Efficient Aquatic Environment Monitoring Using Smartphone-Based Robots },
      booktitle = { ACM Transactions on Sensor Networks },
      month = { May },
      year = { 2016 },
    }
  • 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, , May. 2016
    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 = { May },
      year = { 2016 },
    }

2015

  • Automated Online Exam Proctoring
    Yousef Atoum, Liping Chen, Alex X. Liu, Stephen D. H. Hsu, Xiaoming Liu
    IEEE Transactions on Multimedia, , Dec. 2015 (Accepted)
    Bibtex | PDF | Poster | Project Webpage
  • @article{ automated-online-exam-proctoring,
      author = { Yousef Atoum and Liping Chen and Alex X. Liu and Stephen D. H. Hsu and Xiaoming Liu },
      title = { Automated Online Exam Proctoring },
      booktitle = { IEEE Transactions on Multimedia },
      month = { December },
      year = { 2015 },
    }
  • On Developing and Enhancing Plant-Level Disease Rating Systems in Real Fields
    Yousef Atoum, Muhammad Jamal Afridi, Xiaoming Liu, J. Mitchell McGrath, Linda E. Hanson
    Pattern Recognition, , Dec. 2015
    Bibtex | PDF | Project Webpage
  • @article{ on-developing-and-enhancing-plant-level-disease-rating-systems-in-real-fields,
      author = { Yousef Atoum and Muhammad Jamal Afridi and Xiaoming Liu and J. Mitchell McGrath and Linda E. Hanson },
      title = { On Developing and Enhancing Plant-Level Disease Rating Systems in Real Fields },
      booktitle = { Pattern Recognition },
      month = { December },
      year = { 2015 },
    }
  • Automatic Feeding Control for Dense Aquaculture Fish Tanks
    Yousef Atoum, Steven Srivastava, Xiaoming Liu
    IEEE Signal Processing Letters, Vol. 22, No. 8, pp.1089-1093, , Aug. 2015
    Bibtex | PDF
  • @article{ automatic-feeding-control-for-dense-aquaculture-fish-tanks,
      author = { Yousef Atoum and Steven Srivastava and Xiaoming Liu },
      title = { Automatic Feeding Control for Dense Aquaculture Fish Tanks },
      booktitle = { IEEE Signal Processing Letters },
      volume = { 22 },
      number = { 8 },
      month = { August },
      year = { 2015 },
      pages = { 1089--1093 },
    }
  • Monitoring Aquatic Debris Using Smartphone-Based Robots
    Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu, Xiangmao Chang
    IEEE Transactions on Mobile Computing, , Jul. 2015
    Bibtex | PDF
  • @article{ monitoring-aquatic-debris-using-smartphone-based-robots,
      author = { Yu Wang and Rui Tan and Guoliang Xing and Jianxun Wang and Xiaobo Tan and Xiaoming Liu and Xiangmao Chang },
      title = { Monitoring Aquatic Debris Using Smartphone-Based Robots },
      booktitle = { IEEE Transactions on Mobile Computing },
      month = { July },
      year = { 2015 },
    }
  • Samba: A Smartphone-Based Robot System for Energy-Efficient Aquatic Environment Monitoring
    Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu
    Proc. 14th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2015), Seattle, USA, Apr. 2015 (Acceptance rate 24%)
    Bibtex | PDF
  • @inproceedings{ samba-a-smartphone-based-robot-system-for-energy-efficient-aquatic-environment-monitoring,
      author = { Yu Wang and Rui Tan and Guoliang Xing and Jianxun Wang and Xiaobo Tan and Xiaoming Liu },
      title = { Samba: A Smartphone-Based Robot System for Energy-Efficient Aquatic Environment Monitoring },
      booktitle = { Proc. 14th ACM/IEEE International Conference on Information Processing in Sensor Networks },
      address = { Seattle, USA },
      month = { April },
      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 },
    }
  • An Automated System for Plant-level Disease Rating in Real Fields
    Muhammad Jamal Afridi, Xiaoming Liu, J. Mitchell McGrath
    Proc. 22nd International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden, Aug. 2014 (Oral, Acceptance rate 14%, Best Industry Related Paper Award runner-up)
    Bibtex | PDF | Project Webpage
  • @inproceedings{ an-automated-system-for-plant-level-disease-rating-in-real-fields,
      author = { Muhammad Jamal Afridi and Xiaoming Liu and J. Mitchell McGrath },
      title = { An Automated System for Plant-level Disease Rating in Real Fields },
      booktitle = { Proc. 22nd International Conference on Pattern Recognition },
      address = { Stockholm, Sweden },
      month = { August },
      year = { 2014 },
    }
  • Aquatic Debris Monitoring Using Smartphone-Based Robotic Sensors
    Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu, Xiangmao Chang
    Proc. 13th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2014), Berlin, Germany, Apr. 2014 (Acceptance rate 20.7%, Best Paper Award Runner-up)
    Bibtex | PDF
  • @inproceedings{ aquatic-debris-monitoring-using-smartphone-based-robotic-sensors,
      author = { Yu Wang and Rui Tan and Guoliang Xing and Jianxun Wang and Xiaobo Tan and Xiaoming Liu and Xiangmao Chang },
      title = { Aquatic Debris Monitoring Using Smartphone-Based Robotic Sensors },
      booktitle = { Proc. 13th ACM/IEEE International Conference on Information Processing in Sensor Networks },
      address = { Berlin, Germany },
      month = { April },
      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 },
    }