• Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths 

      Grundmann, Matthias; Kwatra, Vivek; Essa, Irfan (Georgia Institute of TechnologyInstitute of Electrical and Electronics Engineers, 2011-06)
      We present a novel algorithm for automatically applying constrainable, L1-optimal camera paths to generate stabilized videos by removing undesired motions. Our goal is to compute camera paths that are composed of constant, ...
    • Detecting Regions of Interest in Dynamic Scenes with Camera Motions 

      Kim, Kihwan; Lee, Dongryeol; Essa, Irfan (Georgia Institute of TechnologyInstitute of Electrical and Electronics Engineers, 2012-06)
      We present a method to detect the regions of interests in moving camera views of dynamic scenes with multiple moving objects. We start by extracting a global motion tendency that reflects the scene context by tracking ...