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Filtering by: Type Work Keyword Computational Photography

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Utilizing Literature to Characterize Materials from Images

Description:

The past decade has seen the rapid progress of deep learning, which becomes a game-changing technique in different data-intensive domains, with the availability of large scale data, cost-effective computing hardware and more advanced learning theory and algorithms. Despite of the rapid progress of deep learning methods in daily-life applications, such...

Keyword:

Computational Photography, Representation Learning, Dataset Construction, Data Science, Computer Vision, and Deep Learning

Subject:

Materials Science, Information technology, and Computer science

Creator:

Jiang, Weixin

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

06/22/2022

Date Created:

2022-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_899812 and http://dissertations.umi.com/northwestern:16024
Mobile Computational Imaging Systems for Appearance Modeling Based Surface Shape Recovery

Description:

Surface appearance represents the sense impression of the surface. In visual art, the artists try to use the appearance of their artworks to express their mental state and philosophy. Researchers in the cultural heritage community has been trying to use different analysis approaches to interpret artworks. In Computer Graphics and...

Keyword:

3D Imaging, Computational Photography, Computer Vision, Computational Imaging, and Computer Graphics

Subject:

Computer science

Creator:

Yeh, Chia-Kai

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/01/2021

Date Created:

2020-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:15289 and etdadmin_upload_765018

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