Dr. Sindhu Ghanta Profile

Dr. Sindhu Ghanta

at Pyxeda Inc

SPIE Involvement:

Author

Publications (3)

Proceedings Article | 12 September 2019 Presentation + Paper

ML health monitor: taking the pulse of machine learning algorithms in production

Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Swaminathan Sundararaman, Harshil Shah, Yakov Goldberg, Drew Roselli, Nisha Talagala

Proceedings Volume 11139, 111390R (2019) https://doi.org/10.1117/12.2529598

KEYWORDS: Machine learning

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Proceedings Article | 1 April 2015 Paper

A Hessian-based methodology for automatic surface crack detection and classification from pavement images

Sindhu Ghanta, Salar Shahini Shamsabadi, Jennifer Dy, Ming Wang, Ralf Birken

Proceedings Volume 9437, 94371Z (2015) https://doi.org/10.1117/12.2084370

KEYWORDS: Roads, Cameras, Image processing, Image segmentation, Distortion, Imaging systems, Sensors, Image processing algorithms and systems, Inspection, Image classification

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Proceedings Article | 5 April 2012 Paper

Automatic road surface defect detection from grayscale images

Sindhu Ghanta, Ralf Birken, Jennifer Dy

Proceedings Volume 8347, 83471E (2012) https://doi.org/10.1117/12.915347

KEYWORDS: Distortion, Roads, Defect detection, Cameras, Video, Image processing, Mathematical modeling, Calibration, Image segmentation, Data modeling

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Conference Committee Involvement (3)

Applications of Machine Learning 2021

4 August 2021 | San Diego, California, United States

Applications of Machine Learning 2020

23 August 2020 | Online Only, California, United States

Applications of Machine Learning

13 August 2019 | San Diego, California, United States

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