Published April 1, 2019 | Version v1
Journal article

Fast spatio-temporal digital paths video filter

  • 1. Silesian University of Technology, Faculty of Automatic Control, Electronics and Computer Science (Poland)

Description

This paper describes a novel fast 3D filtering technique for enhancement of color video sequences using digital paths created on the image grid extended to a spatio-temporal domain. Numerous modifications improved impulsive noise filtering efficiency and cope with video artifacts such as Gaussian, impulsive and grain noise and still preserves and even enhances edges. It can even remove block compression artifacts and video flickering. Simulations show that it performs well under PSNR and SSIM metrics. It gives particularly good results for mixed Gaussian and impulse noise—PSNR is approximately 3 dB better than VMF3D and my previous spatial filters. The new algorithm allows video processing in real time for low resolution images; in the preliminary simulations, the processing rate of over 50 fps for the CIF (CIF standard: 352 × 288 pixel) video sequences was obtained.

Additional details

Identifiers

Publishing Information

Journal Title
Journal of Real-Time Image Processing (Internet)
Journal Volume
16
Journal Issue
2
Journal Page Range
p. 477-489
ISSN
1861-8219

INIS

Country of Publication
Germany
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
54111138
Subject category
S97: MATHEMATICAL METHODS AND COMPUTING;
Descriptors DEI
ALGORITHMS; COMPUTERIZED SIMULATION; FUZZY LOGIC; IMAGES; METRICS; NOISE; PULSES
Descriptors DEC
MATHEMATICAL LOGIC; SIMULATION

Optional Information

Copyright
Copyright (c) 2016 Springer-Verlag Berlin Heidelberg