Efficient Object based Video Inpainting
Video inpainting is the process of repairing missing regions (holes) in
videos. Most automatic techniques are computationally intensive and unable to
repair large holes. To tackle these challenges, a computationally-efficient
algorithm that separately inpaints foreground objects and background is
proposed. Using Dynamic Programming, foreground objects are holistically
inpainted with object templates that minimize a sliding-window dissimilarity
cost function. Static background are inpainted by adaptive background
replacement and image inpainting. Some of our recent research results are given
below.