Dr. Chukka Srinivas Profile

Dr. Chukka Srinivas

Senior Applied Scientist at Amazon Lab126

SPIE Involvement:

Conference Program Committee | Author

Proceedings Article | 18 March 2019 Paper

Joint region and nucleus segmentation for characterization of tumor infiltrating lymphocytes in breast cancer

Mohamed Amgad, Anindya Sarkar, Chukka Srinivas, Rachel Redman, Simrath Ratra, Charles Bechert, Benjamin Calhoun, Karen Mrazeck, Uday Kurkure, Lee A. Cooper, Michael Barnes

Proceedings Volume 10956, 109560M (2019) https://doi.org/10.1117/12.2512892

KEYWORDS: Machine learning, Artificial intelligence, Image segmentation, Tumors, Breast cancer, Tissues, Pathology, Calibration, RGB color model, Data modeling, Medicine, Diagnostics

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Proceedings Article | 23 March 2016 Paper

Adaptive local thresholding for robust nucleus segmentation utilizing shape priors

Xiuzhong Wang, Chukka Srinivas

Proceedings Volume 9791, 97910C (2016) https://doi.org/10.1117/12.2216334

KEYWORDS: Image segmentation, Tissues, Edge detection, Deconvolution, Image classification, Image analysis, Detection and tracking algorithms, Tumors, Pathology, Biopsy, Principal component analysis, Image processing, Breast cancer

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Proceedings Article | 19 March 2015 Paper

Adaptive whole slide tissue segmentation to handle inter-slide tissue variability

Kien Nguyen, Ting Chen, Joerg Bredno, Chukka Srinivas, Christophe Chefd'hotel, Solange Romagnoli, Astrid Heller, Oliver Grimm, Fabien Gaire

Proceedings Volume 9420, 94200P (2015) https://doi.org/10.1117/12.2082343

KEYWORDS: Tissues, Image segmentation, Liver, Tumors, Global Positioning System, Lanthanum, Image analysis, Feature extraction, Pathology, Principal component analysis

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Proceedings Article | 19 March 2015 Paper

Automatic glandular and tubule region segmentation in histological grading of breast cancer

Kien Nguyen, Michael Barnes, Chukka Srinivas, Christophe Chefd'hotel

Proceedings Volume 9420, 94200G (2015) https://doi.org/10.1117/12.2082322

KEYWORDS: Image segmentation, Tumors, Tissues, Breast cancer, Databases, Cancer, Feature extraction, Liquid crystals, Image processing algorithms and systems, Image processing

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Proceedings Article | 19 March 2015 Paper

Structure preserving color deconvolution for immunohistochemistry images

Ting Chen, Chukka Srinivas

Proceedings Volume 9420, 942004 (2015) https://doi.org/10.1117/12.2079893

KEYWORDS: Deconvolution, Tissues, Absorbance, RGB color model, Pathology, Evolutionary algorithms, Algorithm development, Astronomical imaging, Medical imaging, Cancer

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Proceedings Article | 26 June 1992 Paper

Unsupervised noise removal algorithms for 3-D confocal fluorescence microscopy

Badrinath Roysam, Anoop Bhattacharjya, Chukka Srinivas, Donald Szarowski, James Turner

Proceedings Volume 1660, (1992) https://doi.org/10.1117/12.59558

KEYWORDS: Confocal microscopy, 3D image processing, Expectation maximization algorithms, Microscopy, Image processing, Image segmentation, Luminescence, Biomedical optics, Stochastic processes, Neurons

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Proceedings Article | 1 September 1990 Paper

Stochastic model-based approach for simultaneous restoration of multiple misregistered images

Chukka Srinivas, Mandayam Srinath

Proceedings Volume 1360, (1990) https://doi.org/10.1117/12.24156

KEYWORDS: Sensors, Image processing, Matrices, Image resolution, Visual communications, Roentgenium, Rutherfordium, Optical character recognition, Stochastic processes, Image registration

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Showing 5 of 7 publications

Conference Committee Involvement (12)