SPACE Webinar: Imaging Techniques for Museum Painting Analysis
Offered By: IEEE Signal Processing Society via YouTube
Course Description
Overview
Explore the intersection of signal processing and art conservation in this IEEE Signal Processing Society webinar featuring Prof. Pier Luigi Draggoti from Imperial College London. Delve into the fascinating world of museum painting analysis, learning about various imaging techniques used to examine artwork layers. Discover how fluorescence and X-ray technologies create data cubes, and understand the role of convolution in processing this information. Gain insights into preprocessing methods, observation techniques, and visual result interpretation. Examine specific pixel analyses and the application of deconvolution in art examination. Finally, investigate how machine learning architectures are revolutionizing the field of art conservation and analysis. Engage with cutting-edge research and participate in a Q&A session to deepen your understanding of this innovative application of signal processing in the art world.
Syllabus
Introduction
Why Museums
Painting Layers
Cross Sections
Imaging Techniques
Fluorescence Xray
Data Cube
Pulses
Convolution
Convolution method
Preprocessing
Observation
Visual results
Pixel A
Pixel B
Deconvolution
Machine Learning
Architecture
Results
Questions
Taught by
IEEE Signal Processing Society
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