Mithun Das Gupta - University Of Illinois



Mithun Das Gupta

A 505, Mantri Sarovar Apt,

Opp Agara Lake, Outer Ring Road, Near Volvo Bus Depot,

Sector 1, HSR Layout,

Bangalore 560102

Karnataka,

India.

Phone: (+91) 782 948 7331 (cell)

mithundasgupta@



Current Work Profile:

I am currently working as a Research Scientist with Ricoh Innovations Pvt. Ltd., Bangalore. I am a member of the Advanced Technology Group. I am looking into the Computer Vision aspects of the health care applications pursued by our group.

The current projects which I am a part of are

• Multi-spectral image understanding

• Medical scan processing

Please contact me for details related to my current responsibilities.

Recent Past:

Prior to joining Ricoh, I was working as a Lead Scientist at GE Global Research Bangalore. I was principally involved with the following projects

• Ultrasound Image processing

• Fetal head and femur detection from ultrasound images

• Automated intra-ventricular Septum thickness measurement from PLAX Cardiac Ultrasound view

Prior to joining GE, I was working as a Research Scientist at Epson R&D, San Jose CA. I was principally involved with the following projects

• Visible Watermarking

• Video-retargeting

• Image Super-resolution

• Training of Robots by Demonstration

• Infra-red image analysis and applications

• Algorithms for L1 norm projections

• Non-negative dictionary learning from labeled data

Education:

• PhD Electrical Engineering, Univ. of Illinois at Urbana-Champaign, UIUC

GPA: 3.61 Spring 2004 – Spring2008

• M.S. Electrical Engineering, Univ. of Illinois at Urbana-Champaign, UIUC

GPA: 3.66 Fall 2002 – Fall 2003

• B.Tech Instrumentation Engineering, Indian Institute of Technology, Kharagpur

GPA: 8.52/10.0 Fall 1997 – Spring 2001

Past Work Experience:

• Research Scientist, at Ricoh Innovations Pvt. Ltd., Bangalore. (July’12-present).

• Lead Scientist, at GE Global Research, Bangalore. (Sept’10-July’12).

• Senior Member Technical Staff, Research Scientist at Epson Research and Development Inc. San Jose CA. (May’08-Aug’10).

• Research Assistant under Prof. Thomas S. Huang in Image Formation and Processing (IFP) Research Group, Beckman Institute, UIUC. (Jan’04-May’08).

• Summer Intern with Google Inc., Mountain View, CA (May’07-Aug’07)

• Summer Intern with Palo Alto Research Center (PARC), Palo Alto, CA (May’06-Aug’06)

• Summer Intern with Siemens Corporate Research, Princeton NJ (May’05-Aug’05)

• Research Assistant with Prof. Jose E Schutt-Aine in CCEML Research Group, UIUC (Aug’02-Dec’03)

• Software Engineer, Atrenta Inc. San Jose CA, Noida India (June’01-July’02).

• Summer Intern, Development Consultants Limited, India. (May’00-June’00)

• Research Assistant under Prof. A. K. Ray, Chairman, Center For Education Technology, Indian Institute of Technology, Kharagpur, India (Dec’99-April-’00).

Publications:

• ‘Non-convex P-norm Projection for Robust Sparsity’, Mithun Das Gupta and Sanjeev Kumar, IEEE Intl. Conf. Computer Vision (ICCV), 2013.

• ‘Simultaneous Registration and Segmentation by L1 Minimization’, Pratik Shah and Mithun Das Gupta, Machine Learning in Medical Imaging (MLMI), workshop in MICCAI 2012.

• ‘Quality Metric for Parasternal Long Axis B-mode Echocardiograms’, Sri Kaushik Pavani, Navneeth Subramanian, Mithun Das Gupta, Pavan Annangi, Brian Young and Satish C. Govind, to appear in MICCAI 2012.

• ‘Automated Intraventricular Septum Segmentation Using Non-Local Spatio-Temporal Priors’, Mithun Das Gupta, Sheshadri Thiruvenkadam and Navneeth Subramanian, to appear in MICCAI 2012.

• ‘Standardizing Quality of 2-Dimensional Echocardiographic Images by Automatic Scoring’, Sri Kaushik Pavani, Navneeth Subramanian, Mithun Das Gupta, Pavan Annangi, Brian Young and Satish C. Govind, in ASE 2012, National Harbor MD, USA.

• ‘Learning-based scan plane identification from fetal head ultrasound images’, Xiaoming Liu, Pavan Annangi, Mithun Das Gupta and Kajoli B. Krishnan, in SPIE Medical Imaging 2012.

• ‘Non-negative Matrix Factorization as a Feature Selection Tool for Maximum Margin Classifiers’, Mithun Das Gupta and Jing Xiao, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2011.

• ‘L1 Projections with Box Constraints’, Mithun Das Gupta, Sanjeev Kumar and Jing Xiao, , 2010.

• ‘Bi-affinity Filter: A Bilateral Type Filter for Color Images’, Mithun Das Gupta and Jing Xiao, in Workshop on Color and Reflectance in Computer Vision (CRICV) in conjunction with ECCV 2010.

• ‘Additive Non-negative Matrix Factorization for Missing Data’, Mithun Das Gupta, , 2010.

• ‘Regularized Maximum Likelihood for Intrinsic Dimension Estimation’, Mithun Das Gupta and Thomas S. Huang, in Uncertainty in Artificial Intelligence (UAI), 2010.

• ‘Hashing Image Patches for Zooming’, Mithun Das Gupta, , 2010.

• ‘Models for Patch based Image Restoration’, Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic and Thomas S. Huang, invited paper, to appear in EURASIP Journal on Image and Video Processing, special issue, 'Patches in Vision', 2009.

• ‘Bregman Distance to L1 Regularized Logistic Regression’, Mithun Das Gupta and Thomas S. Huang, in International Conference on Pattern Recognition (ICPR), 2008.

• ‘A Shared Parts Model for Document Image Recognition’, Mithun Das Gupta and Prateek Sarkar, to appear in International Conference on Document Analysis and Recognition (ICDAR), 2007.

• ‘Ordinal Regression based Sub-Pixel Shift Estimation for Video Super-resolution’, Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, and Thomas S. Huang, Invited Paper, in EURASIP Journal on Applied Signal Processing, special Issue on 'Super-Resolution Enhancement of Digital Video', 2007.

• ‘Classifiers for Motion’, Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic and Thomas S. Huang, in International Conference of Pattern Recognition (ICPR) 2006, Hong Kong, China, August 2006.

• ‘Models for Patch based Image Restoration’, Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic and Thomas S. Huang, in Beyond Patches Workshop in conjunction with CVPR 2006, New York, June, 2006.

• ‘Multi-layered Graphical Models for Image Restoration’, Shyamsundar Rajaram, Mithun Das Gupta, Nemanja Petrovic, and Thomas S. Huang, in International Conference on Graphics, Vision and Image Processing (GVIP), Cairo, Egypt, December, 2005.

• ‘Non-parametric Image Super-resolution using Multiple Images’, Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, and Thomas S. Huang, in International Conference on Image Processing (ICIP), Genova, Italy, September, 2005.

• ‘Learning-based Non_parametric Image Superresolution’, Shyamsundar Rajaram, Mithun Das Gupta, Nemanja Petrovic, and Thomas S. Huang, in EURASIP Journal on Applied Signal Processing, special issue ‘Super-Resolution Imaging: Analysis, Algorithms, and Applications’, 2006.

• ‘Restoration and Recognition in a Loop’, Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, and Thomas S. Huang, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, June 2005.

• ‘Image Restoration using Non-Homogenous Field Modeling’, Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, and Thomas S. Huang, in International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Montreux, Switzerland, April, 2005.

• ‘Root Finding for Ray Tracing of NURBS Surfaces on a TI TMS320C711 DSP Chip’, Mithun Das Gupta, Deepak Prasanna, and Jose E. Schutt-Aine, in MAP ASIA 2004 , Beijing, China, August 2004.

• 'WAVELENGTH DIVISION MULTIPLEXING: An Application in Optical Fiber based Instrumentation', Mithun Das Gupta, and M. K. Ghosh, in All India Conference on 'Instrumentation Engineering - Practices, Teaching and Research', The Institute of Engineers (India), Hyderabad, India, July 2001.

Patents:

• ‘Non-negative Matrix Factorization as a Feature Selection Tool for Maximum Margin Classifiers’, Mithun Das Gupta, Jing Xiao, Pub. No.: US 20100299379.

• ‘Embedded Message Extraction for Visible Watermarking’, Mithun Das Gupta, Jing Xiao, Pub No.: US20110194726.

• ‘Novel Bit Pattern Design for Visible Watermarking’, Mithun Das Gupta, Jing Xiao, Pub No.: US20110194725.

• ‘Data Adaptive Message Embedding for Visible Watermarking’, Mithun Das Gupta, Jing Xiao, Pub No.: US20110194690.

• ‘Fast Approximation for Bilateral Filter’, Mithun Das Gupta, Jing Xiao, Pub No.: US20110200269.

• ‘Bi-affinity Filter: A Bilateral Type Filter for Color Images’, Mithun Das Gupta, Jing Xiao, Pub No.: US20110243428, US20120008862.

• ‘Mapping based message encoding for fast reliable visible watermarking’, Mithun Das Gupta, Jing Xiao, Pub No.: US20120051582.

• ‘Supervised Nonnegative Matrix Factorization’, Seung-il Hu, Mithun Das Gupta, Jing Xiao, Pub No.: US20120041906, US20120041905, US20120041725.

• ‘L1 Projections with Box Constraints’, Mithun Das Gupta, Sanjeev Kumar, Jing Xiao, Pub No.: US20110191400.

Professional Activities:

• Reviewer: Eurasip, TPAMI, Journal of Visual Communication and Image Representation, Pattern Recognition Letters, CVPR, ECCV, IEEE Transactions on Circuits and Systems for Video Technology.

Courses at Univ. of Illinois-Urbana Champaign:

Electromagnetic Waves and Radiating Systems, Automated Microwave Measurements, Control Systems, Digital Signal Processing, Multimedia Signal Processing, Image Processing, Computational Techniques for Circuit Analysis, Pattern Recognition, Finance for Engineering Majors, Readings in Machine Learning and Computer Vision, Machine Learning & Pattern Recognition, Readings in Computer Vision: Human Motion Tracking.

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