Multidimensional spatio-temporal filters for depth-velocity filtering in light field videos Conference

Edussooriya, CUS, Wijenayake, C, Bruton, LT et al. (2017). Multidimensional spatio-temporal filters for depth-velocity filtering in light field videos . 2018-January 1-6. 10.1109/ICIINFS.2017.8300353

cited authors

  • Edussooriya, CUS; Wijenayake, C; Bruton, LT; Agathoklis, P

abstract

  • A novel multidimensional spatio-temporal signal processing algorithm is proposed for depth-velocity filtering in 5-D light field videos along with a tutorial review of light field video spectra and the general architecture of associated 5-D depth-velocity filters. A 5-D FIR filter having a hyperfan-shaped passband which can selectively enhance the spectra of moving objects in light field videos based on their depth and motion trajectory is employed. A 5-D hyperfan-shaped passband is highly desired to achieve enhanced spatio-temporal selectivity over a wide range of lower frequencies. Experimental results are provided by using a light field videos captured using a Lytro light-field camera and mean structural similarity index is used to verify the effectiveness of the proposed 5-D FIR hyperfan depth-velocity filter.

publication date

  • July 2, 2017

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

start page

  • 1

end page

  • 6

volume

  • 2018-January