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Results for “"M.N.S. Swamy"”

6 results

Mixed Gaussian-impulse noise reduction from images using convolutional neural network

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Mohammad Tariqul Islam, Sejuti Rahman, M. Omair Ahmad, M.N.S. Swamy

Journal: Signal Processing Image CommunicationYear: 2018Citations: 71

The removal of mixed-noise is an ill-posed problem due to high level of non-linearity in the distribution of noise. Most commonly encountered mixed-noise is the combination of additive white Gaussian noise (AWGN) and impulse noise (IN) that have contrasting characteristics. A number of methods from ...

Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Recognizing Distractions for Assistive Driving by Tracking Body Parts

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Tashrif Billah, S. M. Mahbubur Rahman, M. Omair Ahmad, M.N.S. Swamy

Journal: IEEE Transactions on Circuits and Systems for Video TechnologyYear: 2018Citations: 49

Busy life as well as the prevalence of infotainment is increasingly making people more occupied even during tasks that require serious attention. One such task is driving and at the same time getting involved in activities that may distract drivers cognitively from watching the road and cause fatal ...

Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Adaptive Projection Selection for Computed Tomography

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Mohammad Ariful Haque, M. Omair Ahmad, M.N.S. Swamy, Md. Kamrul Hasan et al.

Journal: IEEE Transactions on Image ProcessingYear: 2013Citations: 25

The number of projections is a critical factor in tomographic imaging. The larger the number, the better the quality of the reconstructed image; however, it increases the radiation dose delivered to the patient. Therefore, it is important to keep the number of projections as small as possible. Tradi...

Health SciencesMedicineRadiology, Nuclear Medicine and Imaging
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Prediction of instantaneous likeability of advertisements using deep learning

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Dipayan Saha, Sejuti Rahman, Mohammad Tariqul Islam, M. Omair Ahmad et al.

Journal: Cognitive Computation and SystemsYear: 2021Citations: 2

Abstract The degree to which advertisements are successful is of prime concern for vendors in highly competitive global markets. Given the astounding growth of multimedia content on the internet, online marketing has become another form of advertising. Researchers consider advertisement likeability ...

Physical SciencesComputer ScienceSignal ProcessingOpen Access
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A Variational Step for Reduction of Mixed Gaussian-Impulse Noise from Images

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Mohammad Tariqul Islam, Dipayan Saha, S. M. Mahbubur Rahman, M. Omair Ahmad et al.

Year: 2018Citations: 1

Reduction of mixed noise is an ill posed problem for the occurrence of contrasting distributions of noise in the image. The mixed noise that is usually encountered is the simultaneous presence of additive white Gaussian noise (AWGN) and impulse noise (IN). A standard approach to denoise an image wit...

Physical SciencesComputer ScienceComputer Vision and Pattern RecognitionOpen Access
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Recursive-in-order least-squares parameter estimation algorithm for 2-D noncausal Gaussian Markov random field model

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C.R. Zou, E.I. Plotkin, M.N.S. Swamy, Ziang He

Journal: Circuits Systems and Signal ProcessingYear: 1995
Physical SciencesComputer ScienceSignal Processing
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