Michael Grossberg
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  • Home
  • Research
  • Profile
  • Publications
  • Teaching
  • Projects & Mentoring

Publications

    2016

  • Integrated Approach Using Multi-Platform Sensors For Enhanced High-Resolution Daily Ice Cover Product ©
    Bonev, G; Gladkova, I; Grossberg, M. D; Romanov, P; Helfrich, S, Proceedings, SPIE Optical Engineering+ Applications, 2016

  • A Global Empirical Typology Of Anthropogenic Drivers Of Environmental Change In Deltas ©
    Tessler, Z. D; Vörösmarty, C. J; Grossberg, M. D; Gladkova, I; Aizenman, H, Sustainablity Science, volume 11, 2016

  • Semiautomatic Tumor Segmentation With Multimodal Images In A Conditional Random Field Framework ©
    Yu-chi, H; Grossberg, M. D; Mageras, G, Journal of Medical Imaging, volume 3, 2016

  • Ensemble Forecasts, Probabilistic Seasonal Forecasts Based On A Model Ensemble ©
    Aizenman, H; Grossberg, M. D; Nir, K; Gladkova, I, Climate, volume 4, 2016

  • 2015

  • Profiling Risk And Sustainability In Coastal Deltas Of The World ©
    Tessler, Z. D; Vörösmarty, C. J; Grossberg, M. D; Gladkova, I; Aizenman, H; Syvitski, J. P. M; Foufoula-Georgiou, E, Science, volume 349, 2015

  • Su-D-Bra-03: What Image Features Are Useful For Tumor Segmentation In Multi-Modal Images? ©
    Hu, Y; Grossberg, M. D; Mageras, G, Medical physics, volume 42, 2015

  • Toolbox For Evaluating Ensembles Using An Information Gain Measure ©
    Aizenman, H; Grossberg, M. D; Gladkova, I; Krakauer, N. Y, 2015

  • 2014

  • Tumor Segmentation With Multi-Modality Image In Conditional Random Field Framework With Logistic Regression Models ©
    Hu, Y; Grossberg, M. D; Mageras, G, Engineering in medicine and biology society (eMBC), 2014 36th annual international conference of the iEEE, 2014

  • 2013

  • Impact Of The Aqua Modis Band 6 Restoration On Cloud/Snow Discrimination ©
    Gladkova, I; Shahriar, F. H; Grossberg, M. D; Frey, R. A; Menzel, W. P, Journal of Atmospheric and Oceanic Technology, volume 30, 2013

  • A Full Snow Season In Yellowstone: A Database Of Restored Aqua Band 6 ©
    Gladkova, I; Grossberg, M. D; Bonev, G; Romanov, P; Riggs, G. A; Hall, D. K, Geoscience and Remote Sensing Letters, IEEE, volume 10, 2013

  • Information Content Of Seasonal Forecasts In A Changing Climate ©
    Krakauer, N. Y; Grossberg, M. D; Gladkova, I; Aizenman, H, Advances in Meteorology, volume 2013, 2013

  • Statistical Estimation Of A 13.3 $\Mu$M Visible Infrared Imaging Radiometer Suite Channel Using Multisensor Data Fusion ©
    Cross, J; Gladkova, I; Menzel, W. P; Heidinger, A. K; Grossberg, M. D, Journal of Applied Remote Sensing, volume 7, 2013

  • Statistical Estimation Of A 13.3 Micron Channel For Viirs Using Multisensor Data Fusion With Application To Cloud-Top Pressure Estimation ©
    Gladkova, I; Cross, J; Menzel, W. P; Heidinger, A. K; Grossberg, M. D, Proc. AMS 29th Conference on Environmental Information Processing Technologies, Austin, TX, 2013

  • A Global Deltas Typology Of Environmental Stress And Its Relation To Terrestrial Hydrology ©
    Tessler, Z. D; Vörösmarty, C. J; McDonald, K. C; Schroeder, R; Grossberg, M. D; Gladkova, I; Aizenman, H, AGU Fall Meeting Abstracts, volume 1, 2013

  • 2012

  • Interactive Semiautomatic Contour Delineation Using Statistical Conditional Random Fields Framework ©
    Hu, Y; Grossberg, M. D; Wu, A. J; Riaz, N; Perez, C; Mageras, G, Medical physics, volume 39, 2012

  • Increasing The Accuracy Of Modis/Aqua Snow Product Using Quantitative Image Restoration Technique ©
    Gladkova, I; Grossberg, M. D; Bonev, G; Romanov, P; Shahriar, F. H, Geoscience and Remote Sensing Letters, IEEE, volume 9, 2012

  • Quantitative Restoration For Modis Band 6 On Aqua ©
    Gladkova, I; Grossberg, M. D; Shahriar, F. H; Bonev, G; Romanov, P, Geoscience and Remote Sensing, IEEE Transactions on, volume 50, 2012

  • Web Based Visualization Tool For Climate Data Using Python ©
    Aizenman, H; Grossberg, M. D; Jones, D; Barnes, N; Smerdon, J. E; Anchukaitis, E, 92nd AMS Annual Meeting, Second Symposium on Advances in Modeling and Analysis Using Python, 2012

  • Method Of Multispectral Imaging And An Apparatus Thereof
    Park, J; Lee, M; Grossberg, M. D; Nayar, S. K, 2012

  • 2011

  • Virtual Green Band For Goes-R ©
    Gladkova, I; Shahriar, F. H; Grossberg, M. D; Bonev, G; Hillger, D. W; Miller, S. D, SPIE optical engineering+ applications, 2011

  • A Multiband Statistical Restoration Of The Aqua Modis 1.6 Micron Band ©
    Gladkova, I; Grossberg, M. D; Bonev, G; Shahriar, F. H, SPIE defense, security, and sensing, 2011

  • Graphyte Software For Integrated Remote Sensing Research Using Hpcc ©
    Grossberg, M. D; Gabaldon, J; Alabi, P; Neiman, J; Gladkova, I, SPIE optical engineering+ applications, 2011

  • Estimating True Color Imagery For Goes-R ©
    Grossberg, M. D; Shahriar, F. H; Gladkova, I; Alabi, P; Hillger, D. W; Miller, S. D, SPIE defense, security, and sensing, 2011

  • Th-A-220-07: Semi-Automatic Multi-Modality Image Segmentation For Normal Organ Delineation In Head & Neck Radiation Treatment Planning ©
    Hu, Y; Grossberg, M. D; Mageras, G, Medical Physics, volume 38, 2011

  • Visual Chatter In The Real World
    Nayar, S. K; G., G; Grossberg, M. D; Raskar, R, Robotics research, 2011

  • Selectively Lossy, Lossless, And/Or Error Robust Data Compression Method
    Gladkova, I; Grossberg, M. D; Roytman, L. M, 2011

  • 2010

  • Fast Graph-Based Medical Image Segmentation With Expert Guided Statistical Information ©
    Hu, Y; Grossberg, M. D; Mageras, G, Information technology and applications in biomedicine (iTAB), 2010 10th iEEE international conference on, 2010

  • Quantitative Image Restoration ©
    Gladkova, I; Grossberg, M. D; Shahriar, F. H, SPIE defense, security, and sensing, 2010

  • Characterizing Bio-Optical And Ecological Features Of Algal Bloom Waters For Detection And Tracking From Space ©
    Ahmed, S. A; Amin, R; Gladkova, I; Gilerson, A; Grossberg, M. D; Hlaing, S; Shahriar, F. H; Alabi, P, SPIE defense, security, and sensing, 2010

  • Increasing The Accuracy Of Modis Snow Product Mod10 L2/Myd10 L2 Using Quantitative Restoration For Modis Band 6 On Aqua
    Gladkova, I; Grossberg, M. D; Bonev, G; Shahriar, F. H, 2010

  • Methods And Systems For Compensating An Image Projected Onto A Surface Having Spatially Varying Photometric Properties
    Nayar, S. K; Grossberg, M. D; Peri, H; Belhumeur, P. N, 2010

  • Increasing The Accuracy Of Modis Snow Product Using Quantitative Restoration For Modis Band 6 On Aqua
    Bonev, G; Gladkova, I; Grossberg, M. D, AGU Fall Meeting Abstracts, volume 1, 2010

  • 2009

  • Rich Client Data Exploration And Research Prototyping For Noaa ©
    Grossberg, M. D; Gladkova, I; Guch, I; Alabi, P; Shahriar, F. H; Bonev, G; Aizenman, H, SPIE optical engineering+ applications, 2009

  • A Comparative Study Of Lossless Compression Algorithms On Multispectral Imager Data ©
    Grossberg, M. D; Gottipati, S; Gladkova, I; Rabinowitz, M; Alabi, P; George, T; Pacheco, A, SPIE defense, security, and sensing, 2009

  • Creating Virtual Sensors Using Learning Based Super Resolution And Data Fusion
    Said, E. H; Homaifar, A; Grossberg, M. D, Aerospace conference, 2009 iEEE, 2009

  • Error Mitigation For Ccsd Compressed Imager Data
    Gladkova, I; Grossberg, M. D; Gottipati, S; Shahriar, F. H; Bonev, G, SPIE optical engineering+ applications, 2009

  • Survey Of Recent Volumetric Medical Image Segmentation Techniques ©
    Hu, Y; Grossberg, M. D; Mageras, G, Biomedical engineering, 2009

  • 2008

  • Lossless Compression Algorithm For Multispectral Imagers
    Gladkova, I; Grossberg, M. D; Gottipati, S, Optical engineering+ applications, 2008

  • An Analysis Of The Information Dependence Between Modis Emissive Bands
    Gottipati, S; Gladkova, I; Grossberg, M. D, Optical engineering+ applications, 2008

  • Semi-Automatic Medical Image Segmentation With Adaptive Local Statistics In Conditional Random Fields Framework ©
    Hu, Y; Grossberg, M. D; Mageras, G, Engineering in medicine and biology society, 2008. eMBS 2008. 30th annual international conference of the iEEE, 2008

  • Think Globally, Cluster Locally: A Unified Framework For Range Segmentation ©
    Yu, G; Grossberg, M. D; Wolberg, G; Stamos, I, Proceedings of the 4th International Symposium on 3D Data Processing, Visualization and Transmission (3DPVT’08), Atlanta, USA, 2008

  • Th-D-332-02: Semi-Automatic Medical Image Segmentation With Adaptive Local Statistics In Conditional Random Field Framework
    Hu, Y; Grossberg, M. D; Mageras, G, Medical Physics, volume 35, 2008

  • 2007

  • A New Lossless Compression Algorithm For Satellite Earth Science Multi-Spectral Imagers \[6683-06\] ©
    Gladkova, I; Gottipati, S; Grossberg, M. D, PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, volume 6683, 2007

  • A Comparative Study Of Lossless Compression Algorithms On Modis Data
    Gottipati, S; Goddard, J; Grossberg, M. D; Gladkova, I, Optical engineering+ applications, 2007

  • The Impact Of Striping Artifacts On Compression ©
    Grossberg, M. D; Gottipati, S; Gladkova, I, Proceedings of the sPIE, 2007

  • Multispectral Imaging Using Multiplexed Illumination ©
    Park, J; Lee, M; Grossberg, M. D; Nayar, S. K, Computer vision, 2007. iCCV 2007. iEEE 11th international conference on, 2007

  • Method And Apparatus For Reducing Distortion In Images
    Swaminathan, R; Grossberg, M; Nayar, S. K, 2007

  • Method For Separating Direct And Global Illumination In A Scene
    Nayar, S; Krishnan, G; Grossberg, M; Raskar, R, 2007

  • 2006

  • Fast Separation Of Direct And Global Components Of A Scene Using High Frequency Illumination ©
    Grossberg, M. D; Nayar, S. K; Raskar, R, ACM Trans. on Graphics (SIGGRAPH), 2006

  • Non-Single Viewpoint Catadioptric Cameras: Geometry And Analysis ©
    Swaminathan, R; Grossberg, M. D; Nayar, S. K, International Journal of Computer Vision, volume 66, 2006

  • Priority-Based Error Correction Using Turbo Codes For Compressed Airs Data ©
    Gladkova, I; Grossberg, M. D; Grayver, E; Olsen, D; Nalli, N; Wolf, W; Zhou, L; Goldberg, M, SPIE optics+ photonics, 2006

  • A Lossless Compression Algorithm For Hyperspectral Data ©
    Gladkova, I; Grossberg, M. D, Proceedings of the SPIE, satellite data compression, communications, and archiving II, volume 6300, 2006

  • An Analysis Of Optimal Compression For The Advanced Baseline Imager Based On Entropy And Noise Estimation ©
    Grossberg, M. D; Gottipati, S; Gladkova, I; Goldberg, M; Roytman, L. M, SPIE optics+ photonics, 2006

  • Method And System For Enhancing Data Quality
    Grossberg, M. D; Nayar, S. K, 2006

  • 2005

  • The Raxel Imaging Model And Ray-Based Calibration ©
    Grossberg, M. D; Nayar, S. K, International Journal of Computer Vision, volume 61, 2005

  • A Projector-Camera System With Real-Time Photometric Adaptation For Dynamic Environments ©
    Fujii, K; Grossberg, M. D; Nayar, S. K, Computer vision and pattern recognition, 2005. cVPR 2005. iEEE computer society conference on, volume 1, 2005

  • 2004

  • Multiresolution Histograms And Their Use For Recognition ©
    Hadjidemetriou, E; Grossberg, M. D; Nayar, S. K, IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 26, 2004

  • Designing Mirrors For Catadioptric Systems That Minimize Image Errors ©
    Swaninathan, R; Grossberg, M. D; Nayar, S. K, Fifth Workshop on Omnidirectional Vision, 2004

  • Making One Object Look Like Another: Controlling Appearance Using A Projector-Camera System ©
    Grossberg, M. D; Peri, H; Nayar, S. K; Belhumeur, P. N, Computer vision and pattern recognition, 2004. cVPR 2004. proceedings of the 2004 iEEE computer society conference on, volume 1, 2004

  • Modeling The Space Of Camera Response Functions Images ©
    Grossberg, M. D; Nayar, S. K, EEE Transactions on Pattern Analysis and Machine Intelligence, volume 26, 2004

  • 2003

  • Determining The Camera Response From Images: What Is Knowable? ©
    Grossberg, M. D; Nayar, S. K, IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 11, 2003

  • A Perspective On Distortions ©
    Swaninathan, R; Grossberg, M. D; Nayar, S. K, Computer vision and pattern recognition, 2003. proceedings. 2003 iEEE computer society conference on, volume 2, 2003

  • What Is The Space Of Camera Response Functions? ©
    Grossberg, M. D; Nayar, S. K, Computer vision and pattern recognition, 2003. proceedings. 2003 iEEE computer society conference on, volume 2, 2003

  • Multiresolution Histograms And Their Use For Texture Classification ©
    Hadjidemetriou, E; Grossberg, M. D; Nayar, S. K, 3rd International Workshop on Texture Analysis and Synthesis at ICCV, 2003

  • A Projection System With Radiometric Compensation For Screen Imperfections ©
    Nayar, S. K; Peri, H; Grossberg, M. D; Belhumeur, P. N, ICCV Workshop on Projector-Camera Systems (PROCAMS), 2003

  • High Dynamic Range From Multiple Images: Which Exposures To Combine? ©
    Grossberg, M. D; Nayar, S. K, ICCV Workshop on Color and Photometric Methods in Computer Vision (CPMCV), 2003

  • A General Framework For Designing Catadioptric Imaging And Projection Systems
    Swaminathan, R; Grossberg, M. D; Nayar, S. K, 2003

  • Framework For Designing Catadioptric Projection And Imaging Systems
    Swaminathan, R; Nayar, S. K; Grossberg, M. D, Proc. ICCV-PROCAMS, Nice France, 2003

  • 2002

  • What Can Be Known About The Radiometric Response From Images? ©
    Grossberg, M. D; Nayar, S. K, Computer vision—ECCV 2002, 2002

  • Resolution Selection Using Generalized Entropies Of Multiresolution Histograms
    Hadjidemetriou, E; Grossberg, M. D; Nayar, S. K, Computer vision—ECCV 2002, 2002

  • 2001

  • Spatial Information In Multiresolution Histograms ©
    Hadjidemetriou, E; Grossberg, M. D; Nayar, S. K, Computer vision and pattern recognition, 2001. cVPR 2001. proceedings of the 2001 iEEE computer society conference on, volume 1, 2001

  • Histogram Preserving Image Transformations ©
    Hadjidemetriou, E; Grossberg, M. D; Nayar, S. K, International Journal of Computer Vision, volume 45, 2001

  • A General Imaging Model And A Method For Finding Its Parameters ©
    Grossberg, M. D; Nayar, S. K, Computer vision, 2001. iCCV 2001. proceedings. eighth iEEE international conference on, volume 2, 2001

  • Caustics Of Catadioptric Cameras ©
    Swaminathan, R; Grossberg, M. D; Nayar, S. K, Computer vision, 2001. iCCV 2001. proceedings. eighth iEEE international conference on, volume 2, 2001

  • Method And Apparatus For Dynamically Addressing A Circuits Based Network
    Yemini, Y; Grossberg, M. D; Florissi, D, 2001

  • Method And Apparatus For Providing Services On A Dynamically Addressed Network
    Yemini, Y; Grossberg, M. D; Florissi, D, 2001

  • Method And Apparatus For The Exchange Of Data Between A Dynamically Addressed Network And A Foreign Network
    Yemini, Y; Grossberg, M. D; Florissi, D, 2001

  • Method And Apparatus For Providing Forwarding And Replication Services On A Dynamically Addressed Network
    Yemini, Y; Grossberg, M. D; Florissi, D, 2001

  • Method And Apparatus For Dynamically Addressing And Routing In A Data Network
    Yemini, Y; Grossberg, M. D; Florissi, D, 2001

  • 2000

  • Histogram Preserving Image Transformations ©
    Hadjidemetriou, E; Grossberg, M. D; Nayar, S. K, Computer vision and pattern recognition, 2000. proceedings. iEEE conference on, volume 1, 2000

  • 1998

  • Equivariant Index And The Moment Map For Completely Integrable Torus Actions ©
    Grossberg, M. D; Karshon, Y, Advances in Mathematics, volume 133, 1998

  • 1994

  • Bott Towers, Complete Integrability, And The Extended Character Of Representations ©
    Grossberg, M. D; Karshon, Y, Duke Math Journal, volume 76, 1994

  • 1991

  • Complete Integrability And Geometrically Induced Representations (Thesis) ©
    Grossberg, M. D, 1991

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