Research

Machine Learning

  • Efficient and Effective Optimization for Deep Learning architectures
  • Adaptivity in Deep Learning framework

Segmentation

  • Scale-Driven Adaptive Regularization

Motion Estimation

  • Residual-Driven Regularization
  • Annealing between Forward and Backward warpings

Shape Analysis

  • Shape Characterization based on Multi-Scale Integral Invariants

Texture Analysis

  • Characterization of Texture in Entropy-Scale Profiles