Iterative Removing Salt and Pepper Noise based on Neighbourhood Information
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2018, Vol 9, Issue 1
Abstract
Denoising images is a classical problem in low-level computer vision. In this paper, we propose an algorithm which can remove iteratively salt and pepper noise based on neighbourhood while preserving details. First, we compute the probability of different window without free noise pixel by noise ratio, and then determine the size of window. After that the corrupted pixel is replaced by the weighted eight neighbourhood pixels. If the neighbourhood information does not satisfy the de-noising condition, the corrupted pixels will recover in the subsequent iterations.
Authors and Affiliations
Liu Chun, Sun Bishen, Tan Kun, Ma Yingrui
A Proposed Quantitative Conceptual Model for the Assessment of Patient Clinical Outcome
The assessment of patient clinical outcome focuses on measuring various aspects of the patient’s health status after medical treatments and interventions. Patient clinical outcome assessment is a major concern in the cli...
Automatic Classification and Segmentation of Brain Tumor in CT Images using Optimal Dominant Gray level Run length Texture Features
Tumor classification and segmentation from brain computed tomography image data is an important but time consuming task performed manually by medical experts. Automating this process is challenging due to the high divers...
Evaluating English to Arabic Machine Translation Using BLEU
This study aims to compare the effectiveness of two popular machine translation systems (Google Translate and Babylon machine translation system) used to translate English sentences into Arabic relative to the effectiven...
Analysis of Doppler Effects in Underwater Acoustic Channels using Parabolic Expansion Modeling
Underwater communication systems play an important role in understanding various phenomena that take place within our vast oceans. They can be used as an integral tool in countless applications ranging from environmental...
Combating the Looping Behavior: A Result of Routing Layer Attack
Routing layer is one of the most important layers of the network stack. In wireless ad hoc networks, it becomes more significant because nodes act as relay nodes or routers in the network. This characteristic puts them a...