Image Sequence Denoising with Motion Estimation in Color Image Sequences

Journal Title: Engineering, Technology & Applied Science Research - Year 2011, Vol 1, Issue 6

Abstract

In this paper, we investigate the denoising of image sequences i.e. video, corrupted with Gaussian noise and Impulse noise. In relation to single image denoising techniques, denoising of sequences aims to utilize the temporal dimension. This approach gives faster algorithms and better output quality. This paper focuses on the removal of different types of noise introduced in image sequences while transferring through network systems and video acquisition. The approach introduced consists of motion estimation, motion compensation, and filtering of image sequences. Most of the estimation approaches proposed deal mainly with monochrome video. The most usual way to apply them in color image sequences is to process each color channel separately. In this paper, we also propose a simple, accompanying method to extract the moving objects. Our experimental results on synthetic and natural images verify our arguments. The proposed algorithm’s performance is experimentally compared with a previous method, demonstrating comparable results.

Authors and Affiliations

M. V. Sarode, P. R. Deshmukh

Keywords

Related Articles

Fuzzy Sliding Mode Control of DC-DC Boost Converter

A sliding mode fuzzy control method which combines sliding mode and fuzzy logic control for DC-DC boost converter is designed to achieve robustness and better performance. A fuzzy sliding mode controller in which sliding...

Simulation and RTDS Hardware Implementation of SHAF for Mitigation of Current Harmonics with p-q and Id-Iq Control Strategies Using PI Controller

Control strategies for extracting the three-phase reference currents for shunt active power filters are compared, evaluating their performance under different source conditions in MATLAB/Simulink environment and also wit...

A Comparative Analysis Between Optimized and Baseline High Pressure Compressor Stages Using Tridimensional Computational Fluid Dynamics

Re-vamping of industrial turbo-machinery is commonplace in the oil and gas industry in applications where subterranean combustion is used for oil extraction. The current case study refers to such an industrial compressor...

Influence of γ-Irradiation on the Structural Properties of Indium Monoselenide Crystals

Indium monoselenide (InSe) which is a layered semiconductor whose energy gap is 1.24 eV has received attention because of its potential applications in optoelectronic devices. In the present work n-type InSe crystals wer...

Assessing Power System Stability Following Load Changes and Considering Uncertainty

An increase in load capacity during the operation of a power system usually causes voltage drop and leads to system instability, so it is necessary to monitor the effect of load changes. This article presents a method of...

Download PDF file
  • EP ID EP84805
  • DOI -
  • Views 287
  • Downloads 0

How To Cite

M. V. Sarode, P. R. Deshmukh (2011). Image Sequence Denoising with Motion Estimation in Color Image Sequences. Engineering, Technology & Applied Science Research, 1(6), -. https://europub.co.uk/articles/-A-84805