Marc Walton

According to our database, Marc Walton authored at least 24 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Can Deep Learning Assist Automatic Identification of Layered Pigments From XRF Data?

Bingjie Xu, Yunan Wu, Pengxiao Hao, Marc Vermeulen, Alicia McGeachy, Kate Smith, Katherine Eremin, Georgina Rayner, Giovanni Verri, Florian Willomitzer, Matthias Alfeld, Jack Tumblin, Aggelos K. Katsaggelos, Marc Walton

CoRR, 2022

Denoising Fast X-Ray Fluorescence Raster Scans of Paintings.

Henry Chopp, Alicia McGeachy, Matthias Alfeld, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos

CoRR, 2022

2021

Characterizing the Immaterial. Noninvasive Imaging and Analysis of Stephen Benton's Hologram Engine no. 9.

Marc Walton, Pengxiao Hao, Marc Vermeulen, Florian Willomitzer, Oliver Cossairt

CoRR, 2021

Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation.

Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

A Data Fusion Method For The Delayering Of X-Ray Fluorescence Images Of Painted Works Of Art.

Lionel Fiske, Aggelos K. Katsaggelos, Maurice C. G. Aalders, Matthias Alfeld, Marc Walton, Oliver Cossairt

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices.

Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Adaptive Image Sampling Using Deep Learning and Its Application on X-Ray Fluorescence Image Reconstruction.

Qiqin Dai, Henry Chopp, Emeline Pouyet, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos

IEEE Trans. Multim., 2020

Improved Spectral Imaging Microscopy for Cultural Heritage through Oblique Illumination.

Lindsay Oakley, Stephanie Zaleski, Billie Males, Oliver Cossairt, Marc Walton

CoRR, 2020

Low-budget 3D scanning and material estimation using PyTorch3D.

Oliver Cossairt, Florian Willomitzer, Chia-Kai Yeh, Marc Walton

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Visible transmission imaging of watermarks by suppression of occluding text or drawings.

Pablo Ruiz, Olivia Dill, Goutam Raju, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos

Digit. Appl. Archaeol. Cult. Heritage, 2019

Uncalibrated Deflectometry with a Mobile Device on Extended Specular Surfaces.

Florian Willomitzer, Chia-Kai Yeh, Vikas Gupta, William Spies, Florian Schiffers, Marc Walton, Oliver Cossairt

CoRR, 2019

Pigment Unmixing of Hyperspectral Images of Paintings Using Deep Neural Networks.

Neda Rohani, Emeline Pouyet, Marc Walton, Oliver Cossairt, Aggelos K. Katsaggelos

Proceedings of the IEEE International Conference on Acoustics, 2019

3D Surface Measurement and Analysis of Works of Art.

Bingjie Xu, Florian Willomitzer, Chia-Kai Yeh, Fengqiang Li, Vikas Gupta, Jack Tumblin, Marc Walton, Oliver Cossairt

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2017

Spatial-Spectral Representation for X-Ray Fluorescence Image Super-Resolution.

Qiqin Dai, Emeline Pouyet, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos

IEEE Trans. Computational Imaging, 2017

Photometric Stereo by UV-Induced Fluorescence to Detect Protrusions on Georgia O'Keeffe's Paintings.

Johanna Salvant, Marc Walton, Dale Kronkright, Chia-Kai Yeh, Fengqiang Li, Oliver Cossairt, Aggelos K. Katsaggelos

CoRR, 2017

Shape-from-Shifting: Uncalibrated Photometric Stereo with a Mobile Device.

Chia-Kai Yeh, Fengqiang Li, Gianluca Pastorelli, Marc Walton, Aggelos K. Katsaggelos, Oliver Cossairt

Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016

Computational Imaging for Cultural Heritage: Recent developments in spectral imaging, 3-D surface measurement, image relighting, and X-ray mapping.

Xiang Huang, Erich S. Uffelman, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos

IEEE Signal Process. Mag., 2016

X-Ray fluorescence image super-resolution using dictionary learning.

Qiqin Dai, Emeline Pouyet, Oliver Cossairt, Marc Walton, Francesca Casadio, Aggelos K. Katsaggelos

Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

Keynote speakers: Computational imaging: How much imaging - How much computation?

Gerd Häusler, David A. Forsyth, Marc Walton, Francis Halzen, Aydogan Ozcan

Proceedings of the 2016 IEEE International Conference on Computational Photography, 2016

Automatic pigment identification on roman Egyptian paintings by using sparse modeling of hyperspectral images.

Neda Rohani, Johanna Salvant, Sara Bahaadini, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos

Proceedings of the 24th European Signal Processing Conference, 2016

A Streamlined Photometric Stereo Framework for Cultural Heritage.

Chia-Kai Yeh, Nathan Matsuda, Xiang Huang, Fengqiang Li, Marc Walton, Oliver Cossairt

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015

Crowd-sourced mobile phone images for heritage conservation monitoring.

Wensen Ma, Marc Walton, Oliver Cossairt, Gregory H. Bearman, Eric Doehne

Proceedings of the 2nd Digital Heritage International Congress, 2015

Near light correction for image relighting and 3D shape recovery.

Xiang Huang, Marc Walton, Gregory H. Bearman, Oliver Cossairt

Proceedings of the 2nd Digital Heritage International Congress, 2015

Surface shape studies of the art of Paul Gauguin.

Oliver Cossairt, Xiang Huang, Nathan Matsuda, Harriet Stratis, Mary Broadway, Jack Tumblin, Gregory H. Bearman, Eric Doehne, Aggelos K. Katsaggelos, Marc Walton

Proceedings of the 2nd Digital Heritage International Congress, 2015