Multiscale Photon-Limited Spectral Image Reconstruction

Kalyani Krishnamurthy; Maxim Raginsky; Rebecca Willett

doi:10.1137/090756259

Multiscale Photon-Limited Spectral Image Reconstruction

SIAM Journal on Imaging Sciences ◽

10.1137/090756259 ◽

2010 ◽

Vol 3 (3) ◽

pp. 619-645 ◽

Cited By ~ 19

Author(s):

Kalyani Krishnamurthy ◽

Maxim Raginsky ◽

Rebecca Willett

Keyword(s):

Image Reconstruction ◽

Spectral Image

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Block-Based Spectral Image Reconstruction For Compressive Spectral Imaging Using Smoothness on Graphs

Optics Express ◽

10.1364/oe.445938 ◽

2021 ◽

Author(s):

Juan Florez Ospina ◽

Abdullah Alrushud ◽

Daniel Lau ◽

Gonzalo Arce

Keyword(s):

Image Reconstruction ◽

Spectral Imaging ◽

Spectral Image ◽

Block Based

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Efficient Transfer Learning for Spectral Image Reconstruction from RGB Images

2020 IEEE Colombian Conference on Applications of Computational Intelligence (IEEE ColCACI 2020) ◽

10.1109/colcaci50549.2020.9247895 ◽

2020 ◽

Author(s):

Emmanuel Martinez ◽

Santiago Castro ◽

Jorge Bacca ◽

Henry Arguello

Keyword(s):

Image Reconstruction ◽

Transfer Learning ◽

Spectral Image ◽

Rgb Images ◽

Efficient Transfer

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Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB

2017 IEEE International Conference on Computer Vision Workshops (ICCVW) ◽

10.1109/iccvw.2017.64 ◽

2017 ◽

Cited By ~ 14

Author(s):

Aitor Alvarez-Gila ◽

Joost Van De Weijer ◽

Estibaliz Garrote

Keyword(s):

Image Reconstruction ◽

Spatial Context ◽

Context Aware ◽

Spectral Image ◽

Adversarial Networks

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Self-training-based spectral image reconstruction for art paintings with multispectral imaging

Applied Optics ◽

10.1364/ao.56.008461 ◽

2017 ◽

Vol 56 (30) ◽

pp. 8461 ◽

Cited By ~ 5

Author(s):

Peng Xu ◽

Haisong Xu ◽

Changyu Diao ◽

Zhengnan Ye

Keyword(s):

Image Reconstruction ◽

Multispectral Imaging ◽

Spectral Image

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Higher-Order Tensor Sparse Representation for Video-Rate Coded Aperture Snapshot Spectral Image Reconstruction

2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) ◽

10.1109/camsap45676.2019.9022660 ◽

2019 ◽

Author(s):

Kareth Leon Lopez ◽

Edwin Vargas ◽

Fernando Rojas Morales ◽

Henry Arguello

Keyword(s):

Image Reconstruction ◽

Sparse Representation ◽

Higher Order ◽

Coded Aperture ◽

Spectral Image ◽

Order Tensor

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Transfer Learning for Spectral Image Reconstruction from RGB Images

Applications of Computational Intelligence - Communications in Computer and Information Science ◽

10.1007/978-3-030-69774-7_12 ◽

2021 ◽

pp. 160-173

Author(s):

Emmanuel Martínez ◽

Santiago Castro ◽

Jorge Bacca ◽

Henry Arguello

Keyword(s):

Image Reconstruction ◽

Transfer Learning ◽

Spectral Image ◽

Rgb Images

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High-resolution spectral image reconstruction based on compressed data fusion

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8296626 ◽

2017 ◽

Author(s):

Oscar Espitia ◽

Henry Arguello ◽

Jean-Yves Tourneret

Keyword(s):

High Resolution ◽

Image Reconstruction ◽

Data Fusion ◽

Spectral Image ◽

Compressed Data

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A constrained formulation for compressive spectral image reconstruction using linear mixture models

2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) ◽

10.1109/camsap.2017.8313122 ◽

2017 ◽

Cited By ~ 5

Author(s):

Jorge Bacca ◽

Hector Vargas ◽

Henry Arguello

Keyword(s):

Image Reconstruction ◽

Mixture Models ◽

Spectral Image

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High Resolution Multi-spectral Image Reconstruction on Light Field via Sparse Representation

Imaging and Applied Optics 2015 ◽

10.1364/isa.2015.it3a.4 ◽

2015 ◽

Author(s):

Jinwei Ye ◽

Francisco Imai

Keyword(s):

High Resolution ◽

Image Reconstruction ◽

Sparse Representation ◽

Light Field ◽

Spectral Image

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Spectral image reconstruction through the PCA transform

10.1117/12.2204745 ◽

2015 ◽

Cited By ~ 1

Author(s):

Long Ma ◽

Xuewei Qiu ◽

Yangming Cong

Keyword(s):

Image Reconstruction ◽

Spectral Image ◽

Pca Transform

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