Dr. Cuong Manh Do Profile

Dr. Cuong Manh Do

Data Scientist & Adjunct Professor at Univ of Connecticut

Area of Expertise:

Data Mining , Pattern Recognition , Predictive Modeling , Mathematics , Digital Signal Processing , Digital Image Processing

Profile Summary

Dr. Do is with the Department of Electrical and Computer Engineering and the Department of Mathematics at the University of Connecticut as an Adjunct Professor. He received his Master and PhD degree in Electrical Engineering at the University of Connecticut. He was a member of the International Society for Optical Engineering (SPIE), the Optical Society of America (OSA) and Institute of Electrical and Electronics Engineers (IEEE). His teaching areas include data mining, modeling and signal processing. His research interests are areas of digital signal processing, digital image processing, image reconstruction, pattern recognition, remote sensing, medical imaging, data mining and prediction modeling. He has been the reviewer for several journals, such as Optic Express, IEEE Journal of Display Technology, The Imaging Science Journal (Royal Photographic Society), Journal of Electromagnetic Waves and Applications, Progress in Electromagnetic Research.

Publications (16)

Proceedings Article | 8 November 2020 Poster + Paper

Poster + Paper

An investigation of deep learning algorithms applied to automated diagnosis for diabetic retinopathy

Cuong Do, Lan Vu

Proceedings Volume 11525, 115251Y (2020) https://doi.org/10.1117/12.2579608

KEYWORDS: Performance modeling, Photography, Diagnostics

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Proceedings Article | 20 September 2020 Poster + Paper

Poster + Paper

Very large multimodal multi-architecture convolutional neural network with bundled transfer learning for automated coronavirus diagnosis

Cuong Do, Lan Vu

Proceedings Volume 11543, 115430R (2020) https://doi.org/10.1117/12.2582626

KEYWORDS: Convolutional neural networks, X-rays, X-ray imaging, X-ray computed tomography, Feature extraction, Computed tomography

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Proceedings Article | 20 September 2020 Poster + Paper

Poster + Paper

Interpretable deep learning-based risk evaluation approach

Cuong Do, Cory Wang

Proceedings Volume 11543, 115430S (2020) https://doi.org/10.1117/12.2583972

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Proceedings Article | 21 August 2020 Poster + Paper

Poster + Paper

An approach for recognizing COVID-19 cases using convolutional neural networks applied to CT scan images

Cuong Do, Lan Vu

Proceedings Volume 11510, 1151034 (2020) https://doi.org/10.1117/12.2576276

KEYWORDS: Computed tomography, Convolutional neural networks

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Proceedings Article | 21 August 2020 Poster + Paper

Poster + Paper

3D image augmentation using neural style transfer and generative adversarial networks

Cuong Do

Proceedings Volume 11510, 1151033 (2020) https://doi.org/10.1117/12.2575924

KEYWORDS: 3D image reconstruction, Integral imaging, Neural networks

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Proceedings Article | 20 August 2020 Poster + Paper

Poster + Paper

Application of deep learning model (DeepCOVID-19) for detecting COVID-19 cases using chest x-ray images

Cuong Do, Lan Vu

Proceedings Volume 11511, 1151112 (2020) https://doi.org/10.1117/12.2575919

KEYWORDS: X-rays, X-ray imaging, Convolutional neural networks

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Proceedings Article | 20 August 2020 Poster + Paper

Poster + Paper

A strategy for training 3D object recognition models with limited training data using transfer learning

Cuong Do

Proceedings Volume 11511, 1151113 (2020) https://doi.org/10.1117/12.2575923

KEYWORDS: Data modeling, 3D modeling, 3D image processing, 3D image reconstruction, Object recognition, Convolutional neural networks, Cameras, Visualization, Systems modeling

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Proceedings Article | 28 May 2013 Paper

Paper

Statistical recognition of 3D objects using integral imaging

Cuong Do

Proceedings Volume 8751, 875103 (2013) https://doi.org/10.1117/12.2016218

KEYWORDS: 3D image processing, Principal component analysis, 3D modeling, Integral imaging, Cameras, 3D image reconstruction, Roads, Object recognition, Detector arrays, Image processing

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Proceedings Article | 23 May 2013 Paper

Paper

Breast tumor classification via single-frequency microwave imaging

Cuong Do, Rajeev Bansal

Proceedings Volume 8745, 87451X (2013) https://doi.org/10.1117/12.2016171

KEYWORDS: Tumors, Principal component analysis, Breast, Tumor growth modeling, Microwave imaging, Tissues, Dielectrics, Signal processing, Ultrasonography, Feature extraction

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Proceedings Article | 27 September 2011 Paper

Paper

Limited-photon 3D image recognition using photon-counting integral imaging

Cuong Manh Do

Proceedings Volume 8136, 813608 (2011) https://doi.org/10.1117/12.893049

KEYWORDS: 3D image reconstruction, 3D image processing, Principal component analysis, Integral imaging, Cameras, Photons, 3D modeling, Synthetic aperture radar, Image processing, Sensors

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Proceedings Article | 24 September 2011 Paper

Paper

3D object recognition with integral imaging using neural networks

Cuong Manh Do

Proceedings Volume 8135, 81350D (2011) https://doi.org/10.1117/12.893046

KEYWORDS: Neural networks, 3D image processing, Principal component analysis, Integral imaging, Cameras, Object recognition, 3D image reconstruction, Stereoscopy, Detector arrays, Reconstruction algorithms

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Proceedings Article | 8 September 2010 Paper

Paper

3D object recognition with photon-counting integral imaging using independent component analysis

Cuong Manh Do

Proceedings Volume 7799, 77990A (2010) https://doi.org/10.1117/12.859429

KEYWORDS: 3D image processing, Independent component analysis, 3D image reconstruction, Principal component analysis, Integral imaging, Photons, Object recognition, Neptunium, Synthetic aperture radar, Cameras

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Proceedings Article | 27 August 2010 Paper

Paper

Three-dimensional image visualization by maximum a posteriori estimation photon-counting integral imaging

Cuong Manh Do

Proceedings Volume 7800, 780009 (2010) https://doi.org/10.1117/12.861014

KEYWORDS: 3D image reconstruction, 3D image processing, Photons, Integral imaging, Image visualization, Cameras, Image processing, Medical imaging, 3D modeling, Image analysis

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Proceedings Article | 13 April 2009 Open Access

Open Access

Paper

Automatic target recognition using 3D passive sensing and imaging with independent component analysis

Cuong Do, Raul Martínez-Cuenca, Bahram Javidi

Proceedings Volume 7340, 734002 (2009) https://doi.org/10.1117/12.820946

KEYWORDS: Independent component analysis, 3D image processing, Integral imaging, Image processing, Image classification, 3D acquisition, Detection and tracking algorithms, Principal component analysis, Automatic target recognition, Passive remote sensing

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Proceedings Article | 26 September 2007 Paper

Paper

Multifocus holographic 3D image fusion using independent component analysis

Cuong Manh Do, Bahram Javidi

Proceedings Volume 6778, 67780P (2007) https://doi.org/10.1117/12.748914

KEYWORDS: 3D image reconstruction, Holograms, Holography, Image fusion, Independent component analysis, Digital holography, 3D image processing, Image sensors, Phase shifts, CCD cameras

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Proceedings Article | 16 November 2005 Paper

Paper

Multi-wavelength holographic image fusions using discrete wavelet transform

Cuong Manh Do, Seung-Hyun Hong, Takanori Nomura, Bahram Javidi

Proceedings Volume 6016, 60160Z (2005) https://doi.org/10.1117/12.630671

KEYWORDS: Holograms, Image fusion, Holography, 3D image reconstruction, Discrete wavelet transforms, Image quality, Digital holography, Wavelets, Image processing, Charge-coupled devices

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Showing 5 of 16 publications

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