• Fast Incremental Square Root Information Smoothing 

      Kaess, Michael; Ranganathan, Ananth; Dellaert, Frank (Georgia Institute of TechnologyIJCAI, 2007-01)
      We propose a novel approach to the problem of simultaneous localization and mapping (SLAM) based on incremental smoothing, that is suitable for real-time applications in large-scale environments. The main advantages ...
    • Incremental Light Bundle Adjustment 

      Indelman, Vadim; Roberts, Richard; Beall, Chris; Dellaert, Frank (Georgia Institute of Technology, 2012-09)
      Fast and reliable bundle adjustment is essential in many applications such as mobile vision, augmented reality, and robotics. Two recent ideas to reduce the associated computational cost are structure-less SFM (structure ...
    • Incremental Light Bundle Adjustment for Robotics Navigation 

      Indelman, Vadim; Melim, Andrew; Dellaert, Frank (Georgia Institute of TechnologyInstitute of Electrical and Electronics Engineers, 2013-11)
      This paper presents a new computationally-efficient method for vision-aided navigation (VAN) in autonomous robotic applications. While many VAN approaches are capable of processing incoming visual observations, incorporating ...
    • Probabilistic Analysis of Incremental Light Bundle Adjustment 

      Indelman, Vadim; Roberts, Richard; Dellaert, Frank (Georgia Institute of TechnologyInstitute of Electrical and Electronics Engineers, 2013-01)
      This paper presents a probabilistic analysis of the recently introduced incremental light bundle adjustment method (iLBA) [6]. In iLBA, the observed 3D points are algebraically eliminated, resulting in a cost ...