Image denoising review: From classical to state-of-the-art approaches

B Goyal, A Dogra, S Agrawal, BS Sohi, A Sharma - Information fusion, 2020 - Elsevier
At the crossing of the statistical and functional analysis, there exists a relentless quest for an
efficient image denoising algorithm. In terms of greyscale imaging, a plethora of denoising …

[PDF][PDF] Noise issues prevailing in various types of medical images

B Goyal, S Agrawal, BS Sohi - Biomedical & Pharmacology Journal, 2018 - academia.edu
The current literature documents a plethora of image denoising techniques in the fields of
medical imaging, remote sensing, biometrics, surveillance and vegetation map** …

Multi-modality image fusion for medical assistive technology management based on hybrid domain filtering

B Goyal, A Dogra, DC Lepcha, D Koundal… - Expert Systems with …, 2022 - Elsevier
Medical image fusion technique combines images from different imaging modalities to
enhance the reliability and accuracy of the medical diagnoses that play an increasingly …

Multifocus image fusion based on multiresolution pyramid and bilateral filter

S Singh, N Mittal, H Singh - IETE Journal of Research, 2022 - Taylor & Francis
Multifocus image fusion is the process for enhancing the perception of a vision by combining
substantial information captured by the camera from different focus points. It is very difficult to …

Vessel segmentation of X-ray coronary angiographic image sequence

S **a, H Zhu, X Liu, M Gong, X Huang… - ieee transactions on …, 2019 - ieeexplore.ieee.org
Objective: To facilitate the analysis and diagnosis of X-ray coronary angiography in
interventional surgery, it is necessary to extract vessel from X-ray coronary angiography …

Measurement and analysis of multi-modal image fusion metrics based on structure awareness using domain transform filtering

B Goyal, DC Lepcha, A Dogra, V Bhateja… - Measurement, 2021 - Elsevier
Due to varrying imaging principles and interwined complexity of human organ structures,
different types of medical images must be combined, as single-modality medical images …

[HTML][HTML] An efficient image denoising scheme for higher noise levels using spatial domain filters

S Budhiraja, B Goyal, A Dogra… - Biomedical and …, 2018 - biomedpharmajournal.org
Image denoising is one of the fundamental image processing problem. Images are
corrupted with additive white Gaussian noise during image acquisition and transmission …

Recent advances in big data analytics, internet of things and machine learning

RJ Martis, VP Gurupur, H Lin, A Islam… - Future Generation …, 2018 - Elsevier
Big data analytics, Internet of Things, and machine learning are some of the rising areas of
science and technology forming the next generation of artificial intelligence-based …

A three stage integrated denoising approach for grey scale images

B Goyal, A Dogra, S Agrawal, BS Sohi - Journal of Ambient Intelligence …, 2024 - Springer
Restoration of the images contaminated with Additive White Gaussian Noise (AWGN) is a
fundamental operation at the interface of statistical and functional analysis. It is an extremely …

A novel metaheuristic optimal feature selection framework for object detection with improved detection accuracy based on pulse-coupled neural network

S Dharini, S Jain - Soft Computing, 2022 - Springer
The fusion of visible and infrared (IR) images is considered as one of the most efficient
image fusion methods so far, as more valuable information can be obtained from the fused …