Ph.D. Dissertation Defense - Yipu Zhao

Event Details

Monday, July 29, 2019

11:00am - 1:00pm

Location: 
Room 530, TSRB

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Event Details

TitleImproving The Applicability Of Visual SLAM With Submodular Submatrix Selection

Committee:

Dr. Patricio Vela, ECE, Chair , Advisor

Dr. Anthony Yezzi, ECE

Dr. Ghassan AlRegib, ECE

Dr. Frank Dellaert, IC

Dr. Yongkwon Cho, CEE

Abstract:

This thesis investigates the applicability of VSLAM  on target applications in robotics and augmented reality (AR). The performance-efficiency trade-off of VSLAM is significantly  improved by leveraging theorems on submodular submatrix selection. Multiple algorithmic components of modern VSLAM system are investigated and improved in this thesis, each of which pushed the applicability of VSLAM forward a little bit.  

Last revised July 15, 2019