Design of optimized fourth order PDE filter for restoration and enhancement of Microbiopsy images of breast Cancer

S Tyagi, S Srivastava, BC Sahana - Multimedia Tools and Applications, 2024 - Springer
The histopathological analysis is the benchmark in the diagnosis of breast cancer. During
the formation of microscopic images, it may be corrupted due to Poisson noise, artifacts, and …

Denoising of poisson-corrupted microscopic biopsy images using fourth-order partial differential equation with ant colony optimization

PC Yadava, S Srivastava - Biomedical Signal Processing and Control, 2024 - Elsevier
Microscopic biopsies play a critical role in the identification of lung cancer. The readable
features of lung such as tissue and cell are usually affected by Poisson noise. Moreover, the …

Microscopic biopsy image reconstruction using inception block with denoising auto-encoder approach

S Singh, R Kumar - International Journal of Information Technology, 2024 - Springer
The use of computer-aided image analysis for disease diagnosis and prognosis has
dramatically increased during the past 10 years. The introduction of computer-assisted …

A skewness reformed complex diffusion based unsharp masking for the restoration and enhancement of Poisson noise corrupted mammograms

A Kumar, P Kumar, S Srivastava - Biomedical Signal Processing and …, 2022 - Elsevier
Mammography is a proven imaging modality for the screening of breast cancer that helps to
evaluate the existence of calcification, masses, tissue density, lump shape and edges …

Image Quality Enhancement of Digital Mammograms Through Hybrid Filter and Contrast Enhancement

N Thakur, P Kumar, A Kumar - … on Advancements in Smart Computing and …, 2023 - Springer
Digital mammogram images contain many noises (ie, salt and pepper, speckles) and
artifacts (ie, opacity, markers, chest wall, date, and background). Artifacts, illumination, and …

[PDF][PDF] Improved methods for mammogram breast cancer using by denoising filtering

E Burhan, R Abid, M Jasim, RA Jaleel - Webology, 2022 - webology.org
In diagnosing breast cancer, digital mammograms have shown their effectiveness as an
appropriate and simple instrument in the early detection of tumor. Mammograms offer helpful …

Non-linear polynomial filters for edge enhancement of mammogram lesions

V Bhateja, M Misra, S Urooj - Computer methods and programs in …, 2016 - Elsevier
Background and objectives Computer aided analysis of mammograms has been employed
by radiologists as a vital tool to increase the precision in the diagnosis of breast cancer. The …

Noise removal in breast cancer using hybrid de-noising filter for mammogram images

D Devakumari, V Punithavathi - Computational Vision and Bio-Inspired …, 2020 - Springer
Breast Cancer is a one of the major disease for women in today's world. The aim of this
paper is to develop a robust and image pre-processing methods to realize mammogram …

[PDF][PDF] Mammography image enhancement using linear, nonlinear and wavelet filters with histogram equalization

A Makandar, B Halalli - International Journal of Computer (IJC), 2017 - core.ac.uk
In the worldwide, breast cancer is one of the major diseases among the women. In the
modern medical science, there are plenty of newly devised methodologies and techniques …

Restoration and enhancement of breast ultrasound images using extended complex diffusion based unsharp masking

A Kumar, S Srivastava - … , Part H: Journal of Engineering in …, 2022 - journals.sagepub.com
Ultrasound is a well-known imaging modality for the interpretation of breast cancer. It is
playing very important role for breast cancer detection that are missed by mammograms …