1. 

   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. 

   Typing Behavior based Continuous User Authentication

   Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris Metaxas

   We hypothesize that an individual computer user has a unique and consistent habitual pattern of Typing Behavior, independent of the text, while typing on a keyboard. This habit manifests itself visually through the shapes and motions of the hands, as well as audibly through the sounds produced when pressing and ...

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   Keywords: Typing behavior, biometrics

2024

• FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude
  Feng Liu, Ryan Ashbaugh, Nicholas Chimitt, Najmul Hassan, Ali Hassani, Ajay Jaiswal, Minchul Kim, Zhiyuan Mao, Christopher Perry, Zhiyuan Ren, Yiyang Su, Pegah Varghaei, Kai Wang, Xingguang Zhang, Stanley Chan, Arun Ross, Humphrey Shi, Zhangyang Wang, Anil Jain, Xiaoming Liu
  In Proceeding of Winter Conference on Applications of Computer Vision (WACV 2024), Waikoloa, Hawaii, Jan. 2024
  Bibtex | PDF | arXiv
@inproceedings{ farsight-a-physics-driven-whole-body-biometric-system-at-large-distance-and-altitude,
  author = { Feng Liu and Ryan Ashbaugh and Nicholas Chimitt and Najmul Hassan and Ali Hassani and Ajay Jaiswal and Minchul Kim and Zhiyuan Mao and Christopher Perry and Zhiyuan Ren and Yiyang Su and Pegah Varghaei and Kai Wang and Xingguang Zhang and Stanley Chan and Arun Ross and Humphrey Shi and Zhangyang Wang and Anil Jain and Xiaoming Liu },
  title = { FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude },
  booktitle = { In Proceeding of Winter Conference on Applications of Computer Vision },
  address = { Waikoloa, Hawaii },
  month = { January },
  year = { 2024 },
}

2023

• AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results
  Kien Nguyen, Clinton Fookes, Sridha Sridharan, Feng Liu, Xiaoming Liu, Arun Ross, Dana Michalski, Huy Nguyen, Debayan Deb, Mahak Kothari, Manisha Saini, Dawei Du, Scott McCloskey, Gabriel Bertocco, Fernanda Andal´o, Terrance E. Boult, Anderson Rocha, Haidong Zhu, Zhaoheng Zheng, Ram Nevatia, Zaigham Randhawa, Sinan Sabri, Gianfranco Doretto
  In Proceeding of International Joint Conference on Biometrics (IJCB 2023), Ljubljana, Slovenia, Sep. 2023
  Bibtex | PDF
@inproceedings{ ag-reid-2023-aerial-ground-person-re-identification-challenge-results,
  author = { Kien Nguyen and Clinton Fookes and Sridha Sridharan and Feng Liu and Xiaoming Liu and Arun Ross and Dana Michalski and Huy Nguyen and Debayan Deb and Mahak Kothari and Manisha Saini and Dawei Du and Scott McCloskey and Gabriel Bertocco and Fernanda Andal´o and Terrance E. Boult and Anderson Rocha and Haidong Zhu and Zhaoheng Zheng and Ram Nevatia and Zaigham Randhawa and Sinan Sabri and Gianfranco Doretto },
  title = { AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results },
  booktitle = { In Proceeding of International Joint Conference on Biometrics },
  address = { Ljubljana, Slovenia },
  month = { September },
  year = { 2023 },
}

2022

• The State of Aerial Surveillance: A Survey
  Kien Nguyen, Clinton Fookes, Sridha Sridharan, Yingli Tian, Feng Liu, Xiaoming Liu, Arun Ross
  IEEE Transactions on Pattern Analysis and Machine Intelligence, , Jan. 2022 (Under Review)
  Bibtex | PDF | arXiv
@article{ the-state-of-aerial-surveillance-a-survey,
  author = { Kien Nguyen and Clinton Fookes and Sridha Sridharan and Yingli Tian and Feng Liu and Xiaoming Liu and Arun Ross },
  title = { The State of Aerial Surveillance: A Survey },
  journal = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
  month = { January },
  year = { 2022 },
}

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

• 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 },
}

2015

• Investigating the Discriminative Power of Keystroke Sound
  Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris Metaxas
  IEEE Transactions on Information Forensics and Security, Vol. 10, No. 2, pp.333-345, , Feb. 2015
  Bibtex | PDF | Project Webpage
@article{ investigating-the-discriminative-power-of-keystroke-sound,
  author = { Joseph Roth and Xiaoming Liu and Arun Ross and Dimitris Metaxas },
  title = { Investigating the Discriminative Power of Keystroke Sound },
  journal = { IEEE Transactions on Information Forensics and Security },
  volume = { 10 },
  number = { 2 },
  month = { February },
  year = { 2015 },
  pages = { 333--345 },
}
• 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 },
}

2013

• Biometric Authentication via Keystroke Sound
  Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris Metaxas
  Proc. 6th IAPR International Conference on Biometrics (ICB 2013), Madrid, Spain, Jun. 2013 (Oral presentation, acceptance rate 11%)
  Bibtex | PDF | Project Webpage
@inproceedings{ biometric-authentication-via-keystroke-sound,
  author = { Joseph Roth and Xiaoming Liu and Arun Ross and Dimitris Metaxas },
  title = { Biometric Authentication via Keystroke Sound },
  booktitle = { Proc. 6th IAPR International Conference on Biometrics },
  address = { Madrid, Spain },
  month = { June },
  year = { 2013 },
}