Solving the problem of imbalanced dataset with synthetic image generation for cell classification using deep learning

Mapping Intimacies ◽

10.1109/embc46164.2021.9631065 ◽

2021 ◽

Author(s):

David Kupas ◽

Balazs Harangi

Keyword(s):

Deep Learning ◽

Synthetic Image ◽

Image Generation ◽

Imbalanced Dataset ◽

Cell Classification ◽

Synthetic Image Generation

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Synthetic image generation for training deep learning-based automated license plate recognition systems on the Brazilian Mercosur standard

Design Automation for Embedded Systems ◽

10.1007/s10617-020-09241-7 ◽

2020 ◽

Author(s):

Gilles Silvano ◽

Vinícius Ribeiro ◽

Vitor Greati ◽

Aguinaldo Bezerra ◽

Ivanovitch Silva ◽

...

Keyword(s):

Deep Learning ◽

Synthetic Image ◽

License Plate ◽

Image Generation ◽

License Plate Recognition ◽

Synthetic Image Generation ◽

Recognition Systems

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DeepWL: Robust EPID based Winston-Lutz analysis using deep learning, synthetic image generation and optical path-tracing

Physica Medica ◽

10.1016/j.ejmp.2021.08.012 ◽

2021 ◽

Vol 89 ◽

pp. 306-316

Author(s):

Michael John James Douglass ◽

James Alan Keal

Keyword(s):

Deep Learning ◽

Optical Path ◽

Synthetic Image ◽

Image Generation ◽

Path Tracing ◽

Synthetic Image Generation

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Synthetic image generation of shallow water using an iterative layered radiative transfer model with realistic water surface waves

10.1117/12.517197 ◽

2004 ◽

Author(s):

Charles R. Bostater, Jr. ◽

Lisa H. Huddleston ◽

Luce Bassetti

Keyword(s):

Radiative Transfer ◽

Surface Waves ◽

Shallow Water ◽

Water Surface ◽

Radiative Transfer Model ◽

Synthetic Image ◽

Transfer Model ◽

Image Generation ◽

Synthetic Image Generation

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Incorporation of a time-dependent thermodynamic model and a radiation propagation model into IR 3D synthetic image generation

Optical Engineering ◽

10.1117/12.57682 ◽

1992 ◽

Vol 31 (7) ◽

pp. 1505 ◽

Author(s):

John R. Schott

Keyword(s):

Thermodynamic Model ◽

Propagation Model ◽

Time Dependent ◽

Synthetic Image ◽

Image Generation ◽

Radiation Propagation ◽

Synthetic Image Generation

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Evaluating an image-fusion algorithm with synthetic-image-generation tools

10.1117/12.243209 ◽

1996 ◽

Author(s):

Harry N. Gross ◽

John R. Schott

Keyword(s):

Image Fusion ◽

Synthetic Image ◽

Image Generation ◽

Fusion Algorithm ◽

Synthetic Image Generation

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Synthetic image generation of factory stack and cooling tower plumes

10.1117/12.280928 ◽

1997 ◽

Author(s):

Shiao D. Kuo ◽

John R. Schott

Keyword(s):

Cooling Tower ◽

Synthetic Image ◽

Image Generation ◽

Synthetic Image Generation

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Advanced synthetic image generation models and their application to multi/hyperspectral algorithm development

10.1117/12.339823 ◽

1999 ◽

Author(s):

John R. Schott ◽

Scott D. Brown ◽

Rolando V. Raqueno ◽

Harry N. Gross ◽

Gary Robinson

Keyword(s):

Synthetic Image ◽

Image Generation ◽

Algorithm Development ◽

Synthetic Image Generation

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Synthetic image generation of chemical plumes for hyperspectral applications

Optical Engineering ◽

10.1117/1.602459 ◽

2000 ◽

Vol 39 (4) ◽

pp. 1047 ◽

Author(s):

S. Didi Kuo

Keyword(s):

Synthetic Image ◽

Image Generation ◽

Synthetic Image Generation

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Validation analysis of the thermal and radiometric integrity of RIT's synthetic image generation model, DIRSIG

10.1117/12.177938 ◽

1994 ◽

Author(s):

John E. Mason ◽

John R. Schott ◽

Donna Rankin-Parobek

Keyword(s):

Synthetic Image ◽

Generation Model ◽

Image Generation ◽

Synthetic Image Generation

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Color constancy measurements for synthetic image generation

Journal of Electronic Imaging ◽

10.1117/1.482707 ◽

1999 ◽

Vol 8 (4) ◽

pp. 394 ◽

Author(s):

Alessandro Rizzi

Keyword(s):

Color Constancy ◽

Synthetic Image ◽

Image Generation ◽

Synthetic Image Generation

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