Anh T Tran

  Anh T Tran, 
PhD Student
Computer Science Department
Viterbi School of Engineering
University of Southern California
anhttran at

I am a PhD candidate in Computer Science Department at University of Southern California, under the support from Vietnam Education Foundation which is funded by U.S. government. My research interest is Artificial Intelligence, particularly in Computer Vision area.

I was a member of MIMAS Group, known formerly as MIMAS team, a Vietnamese company which focuses on innovative technologies in computer science area.

Previously, I received a BSc in Computer Science from Hanoi University of Science and Technology.

I received the first prizes in Vietnam Talent Award 2010 and Imagine Cup Vietnam 2009.

Curriculum Vitae

You can download a PDF version here

2015now: Robust 2D face recognition with augmented deep Neural Network
Develop an effective solution to solve face recognition in-the-wild using a very deep neural network. The key technique is to enrich training data with different augmentation (head pose, shape, expression).

2013–now: Robust 3-D Face Modeling from single/multiple images
Develop an automatic framework of reconstructing high quality 3D face (shape + texture) from in-the-wild images, which can be used in face recognition and 3D animation purpose.

2012–2013: 3-D Face Tracking and Modeling from a single webcam
Develop a robust, real-time 3D face tracking system providing accurate 3D head pose in the presence of large out-of-plane motions, expressions changes, and partial occlusions.

  • A. Tran, I. Masi, T. Hassner, E. Paz, Y. Nirkin, and G. Medioni. Extreme 3D Face Reconstruction: Looking Past Occlusions. In CVPR 2018 [arxiv] [code]

  • F. Chang, A. Tran, T. Hassner, I. Masi, R. Nevatia, and G. Medioni. FacePoseNet: Making a Case for Landmark-Free Face Alignment. In FG 2017. [pdf] [arxiv] [code]
  • A. Tran, I. Masi, T. Hassner, and G. Medioni. Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network In CVPR 2017. [project] [arxiv] [code] [bib]

  • I. Masi, A. Tran, T. Hassner, J. T. Leksut, and G. Medioni. Do We Really Need to Collect Millions of Faces for Effective Face Recognition? In ECCV, 2016. [project] [pdf] [code] [bib]

  • J. Choi, A. Tran, Y. Dumortier, and G. Medioni. Real-Time 3-D Face Tracking and Modeling Framework for Mid-Res Cam. In WACV, 2014. [pdf]

2012–now: PhD Student - University of Southern California (USA)
Viterbi School of Engineering, Computer Science Department

2005–2010: Bachelor of Science - Hanoi University of Science & Technology (Vietnam)
School of Information and Communication Technology
  • Thesis: Map Society on Mobile                                                                 Score: 9.9/10.0
    Content: social networking which supports sharing position & place on mobile (using J2ME).
  • GPA: 8.85/10.0 (original) or 3.75/4.00 according to VEF's conversion table.
  • Classification: Very good.
  • Rank: 1/302
2002–2005: High school for gifted students, Hanoi University of Science (Vietnam)
thematics-specified class
  • Classification: Very good.


2012–now: University of Southern California (USA)
PhD Student
  • Aug 2015 - now: Challenge in-the-wild 2D face recognition problem with augmented deep Neural Network
  • Jun 2013 - now: Robust 3-D Face Modeling from single/multiple images
  • Aug 2012 - Jun 2013: 3-D Face Tracking from a webcam
2009–2012: MIMAS team (Vietnam)
Team member - Researcher & Developer
  • May 2011 - Dec 2011: Logo Recognition Project – Creating service to recognize a logo from an image captured on mobile.
  • Jan 2009 – Jun 2010: Digital Intelligence System – Create a system to recognize human specific thought or some basic states (as blink, wink, asleep) based on EEG signal and apply it to support human life (Ex: remote control devices).

2011–2012: Emotiv Systems (Australian company creating Brain Headset and its supporting Framework to analyze brain waves)
Developer, Vietnam Team
  • Oct 2011 - Jul 2012: Emotiv Store - Creating an application to help customer find, install and manage Emotiv applications.
  • Jun 2011 - Oct 2011 & Feb 2012 - Jul 2012: port Emotiv Framework to MAC OS X.
2010–2011: Novellus Vietnam LTD, an office of Novellus Systems Inc in Vietnam
SAP Developer, ITD Department
  • Jul 2010 - Jun 2011: Modify programs and reports based on internal users’ requirements in Novellus SAP system.
    Use ABAP programming

OS Windows, Linux, Mac OSX
Database SQL Server, MySQL, Access
Language Matlab, C/C++, Python, Java, C#, ASP, PHP, UNIX shell, Assembly ...
Deep learning with Caffe, CUDA, J2EE, J2ME, .NET ...
Analyze & Design, Microsoft Office

2010 Vietnam Talent Award; Dan Tri E-newspaper, VTV and VNPT Group.
2010 Title of First-ranked Student; Faculty of Information Technology.
2010 The first prize in University-level Student Research Contest; Hanoi University of Technology, Vietnam.
2009 The first prize of Imagine Cup Vietnam; Microsoft Vietnam.
2009 Lawrence S. Ting Scholarship; Lawrence S. Ting Memorial Fund, Vietnam.
2008 Lawrence S. Ting Scholarship; Lawrence S. Ting Memorial Fund, Vietnam.
2007 Fujitsu Scholarship; Fujitsu Vietnam LTD, Vietnam.