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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, Vol. 40, No. 6, pp.1411-1423, , Jul. 2017
Bibtex
| PDF
| arXiv
| Project Webpage
| Code
@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 },
journal = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
volume = { 40 },
number = { 6 },
month = { July },
year = { 2017 },
pages = { 1411--1423 },
}
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Intelligent and Automatic in vivo Detection and Quantification of Transplanted Cells in MRI
Muhammad Jamal Afridi, Arun Ross, Xiaoming Liu, Margaret Bennewitz, Dorela Shuboni, Erik M Shapiro
Magnetic Resonance in Medicine, Vol. 78, No. 5, pp.1991-2002, , Jan. 2017
Bibtex
| PDF
| Supplemental
@article{ intelligent-and-automatic-in-vivo-detection-and-quantification-of-transplanted-cells-in-mri,
author = { Muhammad Jamal Afridi and Arun Ross and Xiaoming Liu and Margaret Bennewitz and Dorela Shuboni and Erik M Shapiro },
title = { Intelligent and Automatic in vivo Detection and Quantification of Transplanted Cells in MRI },
journal = { Magnetic Resonance in Medicine },
volume = { 78 },
number = { 5 },
month = { January },
year = { 2017 },
pages = { 1991--2002 },
}
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Monocular Video-Based Trailer Coupler Detection using Multiplexer Convolutional Neural Network
Yousef Atoum, Joseph Roth, Michael Bliss, Wende Zhang, Xiaoming Liu
In Proceeding of International Conference on Computer Vision (ICCV 2017), Venice, Italy, Oct. 2017
Bibtex
| PDF
| Project Webpage
@inproceedings{ monocular-video-based-trailer-coupler-detection-using-multiplexer-convolutional-neural-network,
author = { Yousef Atoum and Joseph Roth and Michael Bliss and Wende Zhang and Xiaoming Liu },
title = { Monocular Video-Based Trailer Coupler Detection using Multiplexer Convolutional Neural Network },
booktitle = { In Proceeding of International Conference on Computer Vision },
address = { Venice, Italy },
month = { October },
year = { 2017 },
}
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Multi-modality Imagery Database for Plant Phenotyping
Jeffrey Cruz, Xi Yin, Xiaoming Liu, Saif Imran, Daniel Morris, David Kramer, Jin Chen
Machine Vision and Applications, Vol. 27, No. 5, pp.735-749, , Jul. 2016
(equal contribution by first two authors)
Bibtex
| PDF
| Project Webpage
@article{ multi-modality-imagery-database-for-plant-phenotyping,
author = { Jeffrey Cruz and Xi Yin and Xiaoming Liu and Saif Imran and Daniel Morris and David Kramer and Jin Chen },
title = { Multi-modality Imagery Database for Plant Phenotyping },
journal = { Machine Vision and Applications },
volume = { 27 },
number = { 5 },
month = { July },
year = { 2016 },
pages = { 735--749 },
}
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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, Vol. 12, No. 3, , May. 2016
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 },
journal = { ACM Transactions on Sensor Networks },
volume = { 12 },
number = { 3 },
month = { May },
year = { 2016 },
}
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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. ['27', '7'], No. 4, pp.585-606, , May. 2016
Bibtex
| PDF
| Project Webpage
| Code
@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 },
journal = { Machine Vision and Application },
volume = { ['27', '7'] },
number = { 4 },
month = { May },
year = { 2016 },
pages = { 585--606 },
}
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Automated Online Exam Proctoring
Yousef Atoum, Liping Chen, Alex X. Liu, Stephen D. H. Hsu, Xiaoming Liu
IEEE Transactions on Multimedia, Vol. 19, No. 7, pp.1609-1624, , 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 },
journal = { IEEE Transactions on Multimedia },
volume = { 19 },
number = { 7 },
month = { December },
year = { 2015 },
pages = { 1609--1624 },
}
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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, Vol. 53, pp.287-299, , 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 },
journal = { Pattern Recognition },
volume = { 53 },
month = { December },
year = { 2015 },
pages = { 287--299 },
}
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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 },
journal = { IEEE Signal Processing Letters },
volume = { 22 },
number = { 8 },
month = { August },
year = { 2015 },
pages = { 1089--1093 },
}
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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, Vol. 15, No. 6, pp.1412-1426, , 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 },
journal = { IEEE Transactions on Mobile Computing },
volume = { 15 },
number = { 6 },
month = { July },
year = { 2015 },
pages = { 1412--1426 },
}
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Automatic in vivo Cell Detection in MRI
Muhammad Jamal Afridi, Xiaoming Liu, Erik M Shapiro, Arun Ross
Proc. 18th Medical Image Computing and Computer Assisted Intervention (MICCAI 2015), Munich, Germany, Oct. 2015
Bibtex
| PDF
@inproceedings{ automatic-in-vivo-cell-detection-in-mri,
author = { Muhammad Jamal Afridi and Xiaoming Liu and Erik M Shapiro and Arun Ross },
title = { Automatic in vivo Cell Detection in MRI },
booktitle = { Proc. 18th Medical Image Computing and Computer Assisted Intervention },
address = { Munich, Germany },
month = { October },
year = { 2015 },
}
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Sports Videos in the Wild (SVW): A Video Dataset for Sports Analysis
Seyed Morteza Safdarnejad, Xiaoming Liu, Lalita Udpa, Brooks Andrus, John Wood, Dean Craven
Proc. International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, May. 2015
(Acceptance rate 84/221 = 38%)
Bibtex
| PDF
| Project Webpage
@inproceedings{ sports-videos-in-the-wild-svw-a-video-dataset-for-sports-analysis,
author = { Seyed Morteza Safdarnejad and Xiaoming Liu and Lalita Udpa and Brooks Andrus and John Wood and Dean Craven },
title = { Sports Videos in the Wild (SVW): A Video Dataset for Sports Analysis },
booktitle = { Proc. International Conference on Automatic Face and Gesture Recognition },
address = { Ljubljana, Slovenia },
month = { May },
year = { 2015 },
}
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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 },
}
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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 },
}
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Genre Categorization of Amateur Sports Videos in the Wild
Seyed Morteza Safdarnejad, Xiaoming Liu, Lalita Udpa
Proc. International Conference on Image Processing (ICIP 2014), Paris, France, Oct. 2014
Bibtex
| PDF
@inproceedings{ genre-categorization-of-amateur-sports-videos-in-the-wild,
author = { Seyed Morteza Safdarnejad and Xiaoming Liu and Lalita Udpa },
title = { Genre Categorization of Amateur Sports Videos in the Wild },
booktitle = { Proc. International Conference on Image Processing },
address = { Paris, France },
month = { October },
year = { 2014 },
}
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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 },
}
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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 },
}
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Image Segmentation of Mesenchymal Stem Cells in Diverse Culturing Conditions
Muhammad Jamal Afridi, Chun Liu, Christina Chan, Seungik Baek, Xiaoming Liu
Proc. IEEE Winter Conference on Application of Computer Vision (WACV 2014), Steamboat Springs, USA, Mar. 2014
Bibtex
| PDF
| Project Webpage
@inproceedings{ image-segmentation-of-mesenchymal-stem-cells-in-diverse-culturing-conditions,
author = { Muhammad Jamal Afridi and Chun Liu and Christina Chan and Seungik Baek and Xiaoming Liu },
title = { Image Segmentation of Mesenchymal Stem Cells in Diverse Culturing Conditions },
booktitle = { Proc. IEEE Winter Conference on Application of Computer Vision },
address = { Steamboat Springs, USA },
month = { March },
year = { 2014 },
}
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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 },
}
