• Face Recognition in Unconstrained Environment 

      Mudunuri, Sivaram Prasad
      The goal of computer vision is to provide the ability to machines to understand image data and infer the useful information from it. The inferences highly depend on the quality of the image data. But in many real-world ...
    • Fast High-Dimensional Filtering 

      Nair, Pravin
      Smoothing (diffusion) is a fundamental task in low-level vision and image processing. In the context of natural images, where edges (sharp discontinuities) play an important psychovisual role, the smoothing process needs ...
    • Kernel-Based Image Filtering: Fast Algorithms and Applications 

      Ghosh, Sanjay
      Image filtering is a fundamental preprocessing task in computer vision and image processing. Various linear and nonlinear filters are routinely used for enhancement, upsampling, sharpening, reconstruction, etc. The focus ...