An effective denoising and enhancement technique for removal of random impulse noise in images

R Rajesh, P Malathi - 2016 IEEE International Conference on …, 2016 - ieeexplore.ieee.org
… presents a decision tree based method (DTBM) to remove the random valued impulse noise
with … This paper presents an effective and systematic architecture to remove random valued …

[PDF][PDF] Removal of Impulse Noise in Images Using Adaptive Decision Tree Based Image Denoising

S Vaishnavi, G Sridevi - i-Manager's Journal on Embedded Systems, 2016 - ijvdcs.org
… an efficient architecture for removal of random-valued impulse noise from captured image. A
… In this paper the random valued impulse noise is mainly used with uniform distribution has …

[PDF][PDF] An Efficient VLSI Architecture to Remove Impulse Noise in Images Using Decision Tree Based Denoising Method ee Based Denoising Method

MS Murugappriya, R Kanimozhi, GR Suresh - researchgate.net
… Denoising Method (DTBDM) and its VLSI architecture introduced to avoid the damage on
noise-free pixels and also for the removal of high density impulse noise. Decision Tree Based

[PDF][PDF] A High Performance Architecture for Elimination of Impulse Noise in Images

SA MT, CP Jithesh - academia.edu
… used which consist of impulse detection and noise filtering. In this paper, an efficient decision
tree based denoising technique and a high performance architecture for FPGA prototyping …

A novel image impulse noise removal algorithm optimized for hardware accelerators

VS Bhadouria, A Tanase, M Schmid, F Hannig… - Journal of Signal …, 2017 - Springer
decision tree based approach for the impulse noise detection, followed by an edge preserving
image filter … a deeply pipelined parallel hardware architecture for our proposed algorithm …

Real-time removal of random value impulse noise in medical images

Z HosseinKhani, N Karimi… - 2016 23rd …, 2016 - ieeexplore.ieee.org
… Two hardware architectures for removal of impulse noise in [5,15] and 3 × 3 and 5 × 5
median filters are used for comparison. As shown in the Table I, the proposed method has better …

An improved impulse noise removal VLSI architecture using DTBDM method

S Valasa, DR Ramji, J Shinde, M Mudavath - Data Engineering and …, 2021 - Springer
architecture to drastically reduce impulse noise in pictures leveraging edge preserving filter.
… By making use of a decision tree, the noisy pixels are determined by the detector alongside …

Improved decision based filtering algorithm for impulse noise removal in digital images

D Devasena, Y Dharshan, B Sharmila… - … in Engineering and …, 2022 - ieeexplore.ieee.org
… An improved decision-based algorithm is proposed in this study, … decision tree impulse
detector and an HWACWM filter. The filter first detects whether the pixel is a noisy pixel or a noise-…

Adaptive real-time removal of impulse noise in medical images

Z HosseinKhani, M Hajabdollahi, N Karimi… - Journal of medical …, 2018 - Springer
… In Section 2, the proposed method for removal of impulse noise, including a software
algorithm and its hardware architecture, is explained. Section 3 is dedicated to simulation results, …

Real‐time removal of impulse noise from MR images for radiosurgery applications

Z HosseinKhani, M Hajabdollahi… - … Journal of Circuit …, 2019 - Wiley Online Library
… et al proposed a hardware architecture for detection and restoration of the random-valued …
to detect and remove impulse noises in MR images. For local image blocks different structures …