3D Face Modeling | 3D Human Reconstruction | 3D Object Detection | 3D Shape Correspondence | 3D Shape Generation | 3D Shape Reconstruction | Activity Recognition | Application | Biometrics | Body Matching | Camera Calibration | Camera+LiDAR+Radar | Data Imputation | Database | Depth Completion | Depth Prediction | Domain Adaptation | Expression Recognition | Face Alignment | Face Antispoofing | Face Deidentification | Face Recognition | Face Reconstruction | Face Relighting | Face Synthesis | Forecasting | Gait Recognition | Generic Object 3D Reconstruction | Image Alignment | Image Manipulation | Image Segmentation | Low-level Vision | Medical Imaging | Motion Compensation | Multi-modality | Multimedia Retrieval | Object Detection | Pedestrian Detection | Person Re-identification | Plant Vision | Semantic Segmentation | Surveillance | Tracking | Typing Behavior | Vision-language

Application

  1. summary image

    MSU-AVIS dataset: Fusing Face and Voice Modalities for Biometric Recognition in Indoor Surveillance Videos

    Anurag Chowdhury, Yousef Atoum, Luan Tran, Xiaoming Liu, Arun Ross

    Indoor video surveillance systems often use the face modality to establish the identity of a person of interest. However, the face image may not offer sufficient discriminatory information in many scenarios due to substantial variations in pose, illumination, expression, resolution and distance between the subject and the camera.

    In such ...

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    Keywords: Application, Biometrics, Face Recognition, Surveillance, Multi-modality

  2. 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, Object Detection

  3. summary image

    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

    The amount of digital videos being created is increasing exponentially, e.g., YouTube has reached the upload rate of 100 hours of video per minute. A great deal of this growth is due to the tremendous popularity of smartphones and ubiquitous Internet access. This means that amateur-user generated videos form ...

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    Keywords: Activity Recognition, Database, Application

  4. summary image

    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

    We have collected a multi-modality plant imagery database named “MSU-PID” including two types of plants: Arabidopsis and bean. It is captured using four types of imaging sensors:fluorescence, infrared(IR), RGB color, and depth. The imaging setup and the variety of manual labels allow MSU-PID to be used for a ...

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    Keywords: Plant Vision, Database, Application, Multi-Modality

  5. 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, Plant Vision

  6. summary image

    Image Segmentation of Mesenchymal Stem Cells in Diverse Culturing Conditions

    Muhammad Jamal Afridi, Chun Liu, Christina Chan, Seungik Baek, Xiaoming Liu

    Researchers in the areas of regenerative medicine and tissue engineering have an enormous interest in understanding the relationship of different sets of culturing conditions and applied mechanical stimuli on the behavior of Mesenchymal Stem Cells (MSCs). However, it remains a challenge to design a general tool to perform automatic cell ...

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    Keywords: Medical Imaging, Image Segmentation, Application, Semantic Segmentation

2023

  • When Good Turns Evil: Encrypted 5G/4G Voice Calls Can Leak Your Identities
    Jingwen Shi, Tian Xie, Guan-Hua Tu, Chunyi Peng, Chi-Yu Li, Andrew Hou, Sihan Wang, Yiwen Hu, Xinyu Lei, Min-Yue Chen, Li Xiao, Xiaoming Liu
    In Proceedings of the 11th IEEE Conference on Communications and Network Security (CNS 2023), Orlando, FL, Oct. 2023
    Bibtex | PDF
  • @inproceedings{ when-good-turns-evil-encrypted-5g4g-voice-calls-can-leak-your-identities,
      author = { Jingwen Shi and Tian Xie and Guan-Hua Tu and Chunyi Peng and Chi-Yu Li and Andrew Hou and Sihan Wang and Yiwen Hu and Xinyu Lei and Min-Yue Chen and Li Xiao and Xiaoming Liu },
      title = { When Good Turns Evil: Encrypted 5G/4G Voice Calls Can Leak Your Identities },
      booktitle = { In Proceedings of the 11th IEEE Conference on Communications and Network Security },
      address = { Orlando, FL },
      month = { October },
      year = { 2023 },
    }
  • Mozart: A Mobile ToF System for Sensing in the Dark through Phase Manipulation
    Zhiyuan Xie, Xiaomin Ouyang, Li Pan, Wenrui Lu, Guoliang Xing, Xiaoming Liu
    in Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services (MobiSys’23), Helsinki, Finland, Jun. 2023 (Best Paper Award)
    Bibtex
  • @inproceedings{ mozart-a-mobile-tof-system-for-sensing-in-the-dark-through-phase-manipulation,
      author = { Zhiyuan Xie and Xiaomin Ouyang and Li Pan and Wenrui Lu and Guoliang Xing and Xiaoming Liu },
      title = { Mozart: A Mobile ToF System for Sensing in the Dark through Phase Manipulation },
      booktitle = { in Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services },
      address = { Helsinki, Finland },
      month = { June },
      year = { 2023 },
    }

2022

  • HiToF: a ToF camera system for capturing high-resolution textures
    Zhiyuan Xie, Xiaomin Ouyang, Li Pan, Wenrui Lu, Xiaoming Liu, Guoliang Xing
    In Proceedings of the 28th Annual International Conference on Mobile Computing And Networking (MobiCom 2022), Sydney, Australia, Oct. 2022
    Bibtex | PDF
  • @inproceedings{ hitof-a-tof-camera-system-for-capturing-high-resolution-textures,
      author = { Zhiyuan Xie and Xiaomin Ouyang and Li Pan and Wenrui Lu and Xiaoming Liu and Guoliang Xing },
      title = { HiToF: a ToF camera system for capturing high-resolution textures },
      booktitle = { In Proceedings of the 28th Annual International Conference on Mobile Computing And Networking },
      address = { Sydney, Australia },
      month = { October },
      year = { 2022 },
    }

2021

  • DeepApple: Deep Learning-based Apple Detection using a Suppression Mask R-CNN
    Pengyu Chu, Zhaojian Li, Kyle Lammers, Renfu Lu, Xiaoming Liu
    Pattern Recognition Letters, Vol. 147, pp.206-211, , Sep. 2021
    Bibtex | arXiv
  • @article{ deepapple-deep-learning-based-apple-detection-using-a-suppression-mask-r-cnn,
      author = { Pengyu Chu and Zhaojian Li and Kyle Lammers and Renfu Lu and Xiaoming Liu },
      title = { DeepApple: Deep Learning-based Apple Detection using a Suppression Mask R-CNN },
      journal = { Pattern Recognition Letters },
      volume = { 147 },
      month = { September },
      year = { 2021 },
      pages = { 206--211 },
    }

2020

  • The Untold Secrets of WiFi-Calling Services: Vulnerabilities, Attacks, and Countermeasures
    Tian Xie, Guan-Hua Tu, Bangjie Yin, Chi-Yu Li, Chunyi Peng, Mi Zhang, Hui Liu, Xiaoming Liu
    IEEE Transactions on Mobile Computing, , May. 2020 (in press)
    Bibtex | PDF
  • @article{ the-untold-secrets-of-wifi-calling-services-vulnerabilities-attacks-and-countermeasures,
      author = { Tian Xie and Guan-Hua Tu and Bangjie Yin and Chi-Yu Li and Chunyi Peng and Mi Zhang and Hui Liu and Xiaoming Liu },
      title = { The Untold Secrets of WiFi-Calling Services: Vulnerabilities, Attacks, and Countermeasures },
      journal = { IEEE Transactions on Mobile Computing },
      month = { May },
      year = { 2020 },
    }

2018

  • MSU-AVIS dataset: Fusing Face and Voice Modalities for Biometric Recognition in Indoor Surveillance Videos
    Anurag Chowdhury, Yousef Atoum, Luan Tran, Xiaoming Liu, Arun Ross
    In Proceeding of International Conference on Pattern Recognition (ICPR 2018), Beijing, China, Aug. 2018
    Bibtex | PDF | Poster | Project Webpage
  • @inproceedings{ msu-avis-dataset-fusing-face-and-voice-modalities-for-biometric-recognition-in-indoor-surveillance-videos,
      author = { Anurag Chowdhury and Yousef Atoum and Luan Tran and Xiaoming Liu and Arun Ross },
      title = { MSU-AVIS dataset: Fusing Face and Voice Modalities for Biometric Recognition in Indoor Surveillance Videos },
      booktitle = { In Proceeding of International Conference on Pattern Recognition },
      address = { Beijing, China },
      month = { August },
      year = { 2018 },
    }

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, 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 },
    }
  • 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 },
    }
  • 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 },
    }

2016

  • 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 },
    }
  • 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 },
    }
  • 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. [u'27', u'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 = { [u'27', u'7'] },
      number = { 4 },
      month = { May },
      year = { 2016 },
      pages = { 585--606 },
    }

2015

  • 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 },
    }
  • 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 },
    }
  • 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 },
    }
  • 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 },
    }
  • 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 },
    }
  • 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 },
    }
  • 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 },
    }
  • 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 },
    }
  • 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 },
    }
  • 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 },
    }
  • 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 },
    }

2012

  • Learning-based Scan Plane Identification From Fetal Head Ultrasound Images
    Xiaoming Liu, Pavan Annangi, Mithun Gupta, Bing Yu, Dirk Padfield, Jyotirmoy Banerjee, Kajoli Krishnan
    Proc. SPIE Medical Imaging on Ultrasonic Imaging, Tomography, and Therapy, California, USA, Feb. 2012
    Bibtex | PDF
  • @inproceedings{ learning-based-scan-plane-identification-from-fetal-head-ultrasound-images,
      author = { Xiaoming Liu and Pavan Annangi and Mithun Gupta and Bing Yu and Dirk Padfield and Jyotirmoy Banerjee and Kajoli Krishnan },
      title = { Learning-based Scan Plane Identification From Fetal Head Ultrasound Images },
      booktitle = { Proc. SPIE Medical Imaging on Ultrasonic Imaging, Tomography, and Therapy },
      address = { California, USA },
      month = { February },
      year = { 2012 },
    }

2011

  • Video Analytics for Force Protection
    Peter Tu, Glen Brooksby, Gianfranco Doretto, Donald Hamilton, Nils Krahnstoever, J. Brandon Laflen, Xiaoming Liu, Kedar Patwardhan, Thomas Sebastian, Yan Tong, Jilin Tu, Frederick Wheeler, Christopher Wynnyk, Yi Yao, Ting Yu
    Distributed Video Sensor Networks, B. Bhanu, C.V. Ravishankar, A.K. Roy-Chowdhury, H. Aghajan, D. Terzopoulos, Eds., Springer-Verlag, 2011
    Bibtex
  • @incollection{ video-analytics-for-force-protection,
      author = { Peter Tu and Glen Brooksby and Gianfranco Doretto and Donald Hamilton and Nils Krahnstoever and J. Brandon Laflen and Xiaoming Liu and Kedar Patwardhan and Thomas Sebastian and Yan Tong and Jilin Tu and Frederick Wheeler and Christopher Wynnyk and Yi Yao and Ting Yu },
      title = { Video Analytics for Force Protection },
      in book chapter of = { Distributed Video Sensor Networks },
      publisher = { Springer-Verlag },
      editor = { B. Bhanu, C.V. Ravishankar, A.K. Roy-Chowdhury, H. Aghajan, D. Terzopoulos },
      year = { 2011 },
      pages = { 405--425 },
    }

2007

  • What are Customers Looking at?
    Xiaoming Liu, Nils Krahnstoever, Ting Yu, Peter Tu
    Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2007), London, UK, Sep. 2007 (Oral presentation)
    Bibtex | PDF
  • @inproceedings{ what-are-customers-looking-at,
      author = { Xiaoming Liu and Nils Krahnstoever and Ting Yu and Peter Tu },
      title = { What are Customers Looking at? },
      booktitle = { Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance },
      address = { London, UK },
      month = { September },
      year = { 2007 },
    }
  • An Intelligent Video Framework for Homeland Protection
    Peter Tu, Gianfranco Doretto, Nils Krahnstoever, Amitha Perera, Frederick Wheeler, Xiaoming Liu, Jens Rittscher, Thomas Sebastian, Ting Yu, Kevin Harding
    Proc. SPIE Defence and Security Symposium - Unattended Ground, Sea, and Air Sensor Technologies and Applications IX, Orlando, FL, USA, Apr. 2007 (Invited paper)
    Bibtex
  • @inproceedings{ an-intelligent-video-framework-for-homeland-protection,
      author = { Peter Tu and Gianfranco Doretto and Nils Krahnstoever and Amitha Perera and Frederick Wheeler and Xiaoming Liu and Jens Rittscher and Thomas Sebastian and Ting Yu and Kevin Harding },
      title = { An Intelligent Video Framework for Homeland Protection },
      booktitle = { Proc. SPIE Defence and Security Symposium - Unattended Ground, Sea, and Air Sensor Technologies and Applications IX },
      address = { Orlando, FL, USA },
      month = { April },
      year = { 2007 },
    }

2005

  • Detecting And Counting People In Surveillance Applications
    Xiaoming Liu, Peter Tu, Jens Rittscher, Amitha Perera, Nils Krahnstoever
    Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2005), Como, Italy, Sep. 2005
    Bibtex | PDF
  • @inproceedings{ detecting-and-counting-people-in-surveillance-applications,
      author = { Xiaoming Liu and Peter Tu and Jens Rittscher and Amitha Perera and Nils Krahnstoever },
      title = { Detecting And Counting People In Surveillance Applications },
      booktitle = { Proc. IEEE International Conference on Advanced Video and Signal-Based Surveillance },
      address = { Como, Italy },
      month = { September },
      year = { 2005 },
    }