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Machine learning-based image demosaicing
Published 2020“…With decades of research on image demosaicing, a plethora of signal processing-based algorithms have been developed. …”
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Thesis-Master by Research -
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Efficient Training Procedures for Multi-Spectral Demosaicing
Published 2020-05-01Subjects: Get full text
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Color image demosaicing using progressive collaborative representation
Published 2022“…In this paper, a progressive collaborative representation (PCR) framework is proposed that is able to incorporate any existing color image demosaicing method for further boosting its demosaicing performance. …”
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Journal Article -
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Demosaicing of True Color Images Using Adaptive Interpolation Algorithms
Published 2010-03-01Subjects: Get full text
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Demosaicing of CFA 3.0 with Applications to Low Lighting Images
Published 2020-06-01Subjects: Get full text
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Deep Learning Tone-Mapping and Demosaicing for Automotive Vision Systems
Published 2023-10-01“…The first research novelty is to jointly perform tone-mapping with demosaicing by additionally successfully suppressing noise and demosaicing artifacts. …”
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Region Adaptive Color Demosaicing Algorithm Using Color Constancy
Published 2010-01-01“…Performance of the AWB is generally affected by demosaicing results because most AWB algorithms are performed posterior to color demosaicing. …”
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A Bayesian Super-Resolution Approach to Demosaicing of Blurred Images
Published 2006-01-01“…In order to produce a visible color image, a demosaicing process must be applied, which produces undesirable artifacts. …”
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Region Adaptive Color Demosaicing Algorithm Using Color Constancy
Published 2010-01-01“…Performance of the AWB is generally affected by demosaicing results because most AWB algorithms are performed posterior to color demosaicing. …”
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Data-Driven Convolutional Model for Digital Color Image Demosaicing
Published 2021-10-01Subjects: “…demosaicing…”
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Comparison of Deep Learning and Conventional Demosaicing Algorithms for Mastcam Images
Published 2019-03-01Subjects: Get full text
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Multispectral snapshot demosaicing via non-convex matrix completion
Published 2019“…We show that the missing entries can be accurately imputed using non-convex techniques from sparse approximation and matrix completion initialised with traditional demosaicing algorithms. In particular, we observe the peak signal-to-noise ratio can typically be improved by 2 dB to 5 dB over current state-of-the-art methods when simulating a p = 16 mosaic sensor measuring both high and low altitude urban and rural scenes as well as ground-based scenes.…”
Conference item -
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Passive Image Forgery Detection Based on the Demosaicing Algorithm and JPEG Compression
Published 2020-01-01Get full text
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The Effect of the Color Filter Array Layout Choice on State-of-the-Art Demosaicing
Published 2019-07-01Subjects: “…demosaicing…”
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Color Demosaicing of RGBW Color Filter Array Based on Laplacian Pyramid
Published 2022-04-01Subjects: “…color demosaicing…”
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CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing
Published 2022-01-01Subjects: Get full text
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Color image demosaicing using sparse based radial basis function network
Published 2017-12-01“…Process of color image reconstruction by finding the missing color component is called color image demosaicing. Various approaches have been proposed in this field of image demosaicing such as interpolation based and frequency based approaches due to sharp image edge and higher color saturation, and these techniques fail to reconstruct image efficiently. …”
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Demosaicing of RGBW Color Filter Array Based on Rank Minimization with Colorization Constraint
Published 2020-08-01Get full text
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An Improved Algorithm for Digital Image Authentication and Forgery Localization Using Demosaicing Artifacts
Published 2019-01-01Subjects: “…Demosaicing traces…”
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Article