Prof. Sudipta Mukhopadhyay Profile

Prof. Sudipta Mukhopadhyay

Professor at Indian Institute of Technology Kharagpur

SPIE Involvement:

Author

Publications (27)

SPIE Journal Paper | 8 March 2022

Efficient color image retrieval method using deep stacked sparse autoencoder

Mandar Kale, Sudipta Mukhopadhyay

JEI, Vol. 31, Issue 02, 023003, (March 2022) https://doi.org/10.1117/12.10.1117/1.JEI.31.2.023003

KEYWORDS: Feature extraction, Databases, Image retrieval, Cardiovascular magnetic resonance imaging, Fuzzy logic, Data modeling, Binary data, Neural networks, Feature selection, Computer programming

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SPIE Journal Paper | 1 October 2020

Effective image retrieval method of natural images in a large database using fuzzy class membership

Mandar Kale, Sudipta Mukhopadhyay

JEI, Vol. 29, Issue 05, 053012, (October 2020) https://doi.org/10.1117/12.10.1117/1.JEI.29.5.053012

KEYWORDS: Databases, Image retrieval, Cardiovascular magnetic resonance imaging, Feature extraction, Fuzzy logic, Neurons, Image classification, Feature selection, Image processing, Image fusion

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Proceedings Article | 27 February 2018 Paper

Localization of lung fields in HRCT images using a deep convolution neural network

Abhishek Kumar, Sunita Agarwala, Ashis Kumar Dhara, Sudipta Mukhopadhyay, Debashis Nandi, Mandeep Garg, Niranjan Khandelwal, Naveen Kalra

Proceedings Volume 10575, 1057535 (2018) https://doi.org/10.1117/12.2293503

KEYWORDS: Lung, Image segmentation, Convolution, Neural networks, Image classification, Pathology, Databases, Chest, Classification systems, Computer aided design

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Proceedings Article | 3 March 2017 Paper

Automated detection of microcalcification clusters in mammograms

Vikrant Karale, Sudipta Mukhopadhyay, Tulika Singh, Niranjan Khandelwal, Anup Sadhu

Proceedings Volume 10134, 101342R (2017) https://doi.org/10.1117/12.2254330

KEYWORDS: Mammography, Breast cancer, Computer aided diagnosis and therapy, Computing systems, Feature extraction, Breast, Computer aided design, Image segmentation, Blood vessels, Cancer

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Proceedings Article | 3 March 2017 Paper

A study of retrieval accuracy of pulmonary nodules based on external attachment

Ashis Kumar Dhara, Sudipta Mukhopadhyay, Shrikant Mehre, Niranjan Khandelwal, Nidhi Prabhakar, Mandeep Garg, Naveen Kalra

Proceedings Volume 10134, 101343T (2017) https://doi.org/10.1117/12.2254249

KEYWORDS: Content based image retrieval, Lung, Computed tomography, Radiology, Lung cancer, Feature extraction, Image retrieval, Gold, Image segmentation, Electronics

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Proceedings Article | 3 March 2017 Paper

An introductory analysis of digital infrared thermal imaging guided oral cancer detection using multiresolution rotation invariant texture features

M. Chakraborty, R. Das Gupta, S. Mukhopadhyay, N. Anjum, S. Patsa, J. Ray

Proceedings Volume 10134, 101343D (2017) https://doi.org/10.1117/12.2254322

KEYWORDS: Thermography, Cancer, Infrared imaging, Infrared radiation, Oncology, Long wavelength infrared, Medicine, Computer aided diagnosis and therapy, Analytical research, Image filtering, Nonlinear filtering, Feature extraction, Thermal modeling

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Proceedings Article | 3 March 2017 Paper

An experimental study of interstitial lung tissue classification in HRCT images using ANN and role of cost functions

Jatindra Dash, Mandar Kale, Sudipta Mukhopadhyay, Niranjan Khandelwal, Nidhi Prabhakar, Mandeep Garg, Naveen Kalra

Proceedings Volume 10134, 101343U (2017) https://doi.org/10.1117/12.2254343

KEYWORDS: Lung, Image classification, Artificial neural networks, Databases, Tissues, Emphysema, Glasses, Opacity, Feature extraction, Neural networks, Information visualization, Discrete wavelet transforms

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Proceedings Article | 24 February 2017 Paper

High precision automated face localization in thermal images: oral cancer dataset as test case

M. Chakraborty, S. Raman, S. Mukhopadhyay, S. Patsa, N. Anjum, J. Ray

Proceedings Volume 10133, 1013326 (2017) https://doi.org/10.1117/12.2254236

KEYWORDS: Thermography, Facial recognition systems, Cancer, Infrared imaging, Infrared radiation, Biometrics, Medicine, Machine vision, Computer vision technology, Infrared detectors, Thermal modeling, Image segmentation, Image processing

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Proceedings Article | 24 March 2016 Paper

A new paradigm of oral cancer detection using digital infrared thermal imaging

M. Chakraborty, S. Mukhopadhyay, A. Dasgupta, S. Banerjee, S. Patsa, J. Ray, K. Chaudhuri

Proceedings Volume 9785, 97853I (2016) https://doi.org/10.1117/12.2216785

KEYWORDS: Thermography, Cancer, Infrared imaging, Infrared cameras, Fuzzy logic, Medical imaging, Non-invasive medical diagnostics, Prototyping, Tissues, Cameras

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Proceedings Article | 24 March 2016 Paper

Classification of pulmonary nodules in lung CT images using shape and texture features

Ashis Kumar Dhara, Sudipta Mukhopadhyay, Anirvan Dutta, Mandeep Garg, Niranjan Khandelwal, Prafulla Kumar

Proceedings Volume 9785, 97852Y (2016) https://doi.org/10.1117/12.2214466

KEYWORDS: Image classification, Lung, Computed tomography, Lung cancer, Image segmentation, Feature extraction, Machine learning, Communication engineering

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Proceedings Article | 24 March 2016 Paper

An automated lung nodule detection system for CT images using synthetic minority oversampling

Shrikant Mehre, Sudipta Mukhopadhyay, Anirvan Dutta, Nagam Chaithan Harsha, Ashis Kumar Dhara, Niranjan Khandelwal

Proceedings Volume 9785, 97850H (2016) https://doi.org/10.1117/12.2216357

KEYWORDS: Lung, Computed tomography, Lung cancer, Feature extraction, Classification systems, Machine learning, Image segmentation, CAD systems, Spatial resolution, Binary data

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Proceedings Article | 24 March 2016 Paper

Differentiation of several interstitial lung disease patterns in HRCT images using support vector machine: role of databases on performance

Mandar Kale, Sudipta Mukhopadhyay, Jatindra Dash, Mandeep Garg, Niranjan Khandelwal

Proceedings Volume 9785, 97852Z (2016) https://doi.org/10.1117/12.2216743

KEYWORDS: Discrete wavelet transforms, Lung, Pulmonary disorders, Wavelets, Emphysema, Glasses, Computed tomography, Visualization, Tissues

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Proceedings Article | 20 March 2015 Paper

Segmentation of interstitial lung disease patterns in HRCT images

Jatindra Dash, Vaddepalli Madhavi, Sudipta Mukhopadhyay, Niranjan Khandelwal, Prafulla Kumar

Proceedings Volume 9414, 94142R (2015) https://doi.org/10.1117/12.2079072

KEYWORDS: Lung, Image segmentation, Tissues, Expectation maximization algorithms, Image processing algorithms and systems, Databases, Computer aided diagnosis and therapy, Electronics, Hassium, Medical research

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Proceedings Article | 20 March 2015 Paper

Development of a screening tool for staging of diabetic retinopathy in fundus images

Ashis Kumar Dhara , Sudipta Mukhopadhyay, Mayur Joseph Bency, Rangaraj Rangayyan, Reema Bansal, Amod Gupta

Proceedings Volume 9414, 94140H (2015) https://doi.org/10.1117/12.2081113

KEYWORDS: Blood vessels, Edge detection, Retina, Databases, Image segmentation, Feature extraction, Binary data, RGB color model, Communication engineering, Eye

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Proceedings Article | 18 March 2014 Paper

Wavelet based rotation invariant texture feature for lung tissue classification and retrieval

Jatindra Kumar Dash, Sudipta Mukhopadhyay, Rahul Das Gupta, Mandeep Kumar Garg, Nidhi Prabhakar, Niranjan Khandelwal

Proceedings Volume 9035, 90352G (2014) https://doi.org/10.1117/12.2043157

KEYWORDS: Feature extraction, Lung, Tissues, Discrete wavelet transforms, Wavelets, Databases, Image retrieval, Neural networks, Emphysema, Glasses

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Proceedings Article | 11 March 2014 Paper

Complementary cumulative precision distribution: a new graphical metric for medical image retrieval system

Jatindra Dash, Sudipta Mukhopadhyay, Niranjan Khandelwal

Proceedings Volume 9037, 90371S (2014) https://doi.org/10.1117/12.2043156

KEYWORDS: Databases, Image retrieval, Cardiovascular magnetic resonance imaging, Medical imaging, Medical research, Neural networks, Imaging systems, Electronics, Telecommunications, Communication engineering

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