Model for mapping settlements

Vatsavai, Ranga Raju; Graesser, Jordan B.; Bhaduri, Budhendra L.

Title: Model for mapping settlements

Abstract

A programmable media includes a graphical processing unit in communication with a memory element. The graphical processing unit is configured to detect one or more settlement regions from a high resolution remote sensed image based on the execution of programming code. The graphical processing unit identifies one or more settlements through the execution of the programming code that executes a multi-instance learning algorithm that models portions of the high resolution remote sensed image. The identification is based on spectral bands transmitted by a satellite and on selected designations of the image patches.

Inventors:: Vatsavai, Ranga Raju; Graesser, Jordan B.; Bhaduri, Budhendra L.

Issue Date:: 2016-07-05

Research Org.:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Org.:: USDOE

OSTI Identifier:: 1260219

Patent Number(s):: 9384397

Application Number:: 13/973,573

Assignee:: UT-Battelle, LLC (Oak Ridge, TN)

DOE Contract Number:: AC05-00OR22725

Resource Type:: Patent

Resource Relation:: Patent File Date: 2013 Aug 22

Country of Publication:: United States

Language:: English

Subject:: 99 GENERAL AND MISCELLANEOUS; 97 MATHEMATICS AND COMPUTING

Citation Formats


                    Vatsavai, Ranga Raju, Graesser, Jordan B., and Bhaduri, Budhendra L.. Model for mapping settlements.  United States: N. p., 2016. 
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                    Vatsavai, Ranga Raju, Graesser, Jordan B., & Bhaduri, Budhendra L.. Model for mapping settlements.  United States.

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                    Vatsavai, Ranga Raju, Graesser, Jordan B., and Bhaduri, Budhendra L.. Tue .  
        "Model for mapping settlements".  United States.  https://www.osti.gov/servlets/purl/1260219.

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@article{osti_1260219,

  title        = {Model for mapping settlements},

  author       = {Vatsavai, Ranga Raju and Graesser, Jordan B. and Bhaduri, Budhendra L.},

  abstractNote = {A programmable media includes a graphical processing unit in communication with a memory element. The graphical processing unit is configured to detect one or more settlement regions from a high resolution remote sensed image based on the execution of programming code. The graphical processing unit identifies one or more settlements through the execution of the programming code that executes a multi-instance learning algorithm that models portions of the high resolution remote sensed image. The identification is based on spectral bands transmitted by a satellite and on selected designations of the image patches.},

  doi          = {},

  journal      = {},
number       = ,

  volume       = ,

  place        = {United States},

  year         = {2016},

  month        = {7}

}

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Works referenced in this record:

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De Martinao, M.; Causa, F.; Serpico, S. B.
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Title: Model for mapping settlements

Abstract

Citation Formats

Classification of optical high resolution images in urban environment using spectral and textural information conference, January 2003

Estimating targets using statistical properties of observations of known targets patent, April 2002

Apparatus and method for remote therapy and diagnosis in medical devices via interface systems patent, June 2006

Infusion pump having radiofrequency identification and optical imaging capabilities patent, June 2010

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Processing a satellite image of a region to determine a terrain boundary included therein patent, July 2014

Classification of optical high resolution images in urban environment using spectral and textural information
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Estimating targets using statistical properties of observations of known targets
patent, April 2002

Apparatus and method for remote therapy and diagnosis in medical devices via interface systems
patent, June 2006

Infusion pump having radiofrequency identification and optical imaging capabilities
patent, June 2010

Method and apparatus for mimicking the display layout when interfacing to multiple data monitors
patent, April 2012

Method for data interchange
patent, October 2012

Secure data transfer using legitimate QR codes wherein a warning message is given to the user if data transfer is malicious
patent, October 2012

Processing a satellite image of a region to determine a terrain boundary included therein
patent, July 2014