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Skip to main content. Log In Sign Up. Other word processing formats, including those for Macintosh, are also ac- ceptable, however, please be sure to identify the format on the disk and include the hard copy.

Skip to main content. Log In Sign Up. Other word processing formats, including those for Macintosh, are also ac- ceptable, however, please be sure to identify the format on the disk and include the hard copy. Jocelyn Chanussot Wooil Moon R. Jackson Motoyuki Sato Steven C. Reising South Brazil Section Please address all enquires to: Permission to copy without fee all or part of any material without a copyright notice is Hoes Lane granted provided that the copies are not made or distributed for direct commercial advantage, and the Piscataway, NJ title of the publication and its date appear on each copy.

To copy material with a copyright notice requires special permission. New Re- mote Sensing Missions. It is devoted to present to the read- ers the major satellite missions recently launched that include Dr. Lorenzo Bruzzone, Editor relevant remote sensing payloads. The main goal is to inform University of Trento Department of Information Engineering our community on the new instruments that becomes available and Computer Science and that are important for GRS-S members activities.

In the last years we had a dramatic increase in both the amount of remote sensing data acquired by new generation satellites and the quality of these data. IGARSS was really perspectral images, which result in a huge amount of data exciting and represented a great opportunity for meeting people to process and analyze.

In addition, the increased revisiting in the framework of a very attractive technical program and time of satellites e.

Reports on this Best international dating sites online dating site with instant messenger IGARSS13 Student Paper Awa are included in this constellation increases the number of images potentially issue and will be also presented in the December one. This Before providing an overview of the content of this issue, I points out the importance of defining effective data pro- would like to remind you that there is the possibility to down- cessing architectures that allow one to efficiently transform load the electronic version of the Newsletter as soon as it is remote sensing data in products for the end-users.

The arti- published at http: I received considerable Dr. A web-based survey was available during the Microwave Radar Institute conference, and an e-mail notification about the survey has P.

We had about participants, many concept that has been embraced by OSTP as a key future capa- young people, a great deal of networking among the partici- bility to provide the information needed to address national and pants, excellent plenary and technical oral sessions, very dynamic interactive poster sessions, several highlights like continued on page 33 Cover Information: Combination of hyperspectral imaging and high performance computing techniques.

The article TEL: Congratulations to all of them! This is a very important achievement for our So- Affairs ciety because South America is an area of major interest for Dept.

Gallegos, Associate Editor Finally, I would like to draw your attention on Ben goldberg dating Frauen dating kostenlos calls for for Latin American Affairs nominations reported in this issue. Ya-Qiu Jin New usa dating site for free Follow us Dr. Box and Remote Sensing Information ektom2 verizon.

John Kerekes Fleming Building Dr. Werner Wiesbeck Kinnear Rd. Siri Jodha Singh Khalsa Dr. Jackson The Aerospace Corp. Nahid Khazenie AdCom — Dr. Adriano Camps University of Waterloo P. Management Auckland Park Johannesburg E-mail: Luther Campus Nord, D E-mail: Neil Armstrong Hall of Engineering E-mail: Purdue University AdCom — Dr. Milne Jet Propulsion Laboratory E-mail: School of Biological, Earth and Env.

Box Weed Hall Dept. Umar Khattak ukhattak hotmail. Member plaque to proudly display. Call for Nominations http: For the first time not only for the Major Awards, but also Best international dating sites online dating site with instant messenger IGARSS13 Student Paper Awa the Publication Awards nominations from the members are possible.

Below the awards are listed with links to a detailed description and to the nomination forms. IEEE Flirten mann blick Sie sucht ihn juterbog, Partnersuche agentur wien, Kostenlose dating kontakte is not required but is recommended.

The Distinguished Achievement Award was established to recognize an individual who has made significant technical contributions, usually over a sustained period, within the scope of the Geoscience and Remote Sensing Society. In selecting the individual, the factors considered are quality, significance and impact of the contributions; quantity of Best international dating sites online dating site with instant messenger IGARSS13 Student Paper Awa contribu- tions; duration of significant activity; papers published in archival journals; papers presented at conferences and symposia; patents granted; advancement of the profession.

The award How to online dating book Forschungen in der Ramses-Stadt considered annually and presented only if a suitable candi- date is identified. The awardee receives a plaque and a certificate. Description and Nomination Form: The award shall be considered annually, but will only be awarded when an outstanding recipient is identified.

The award shall be considered annu- ally but not be presented if a suitable candidate is not identified. The following factors are suggested for consider- ation: The awardee receives a certificate. If a suitable paper cannot be iden- tified from among those published during the calendar year, papers published in prior years and subsequently recognized as being meritorious may be considered.

If a suitable paper cannot be identified from among those published during the calendar year, papers published in prior years and subsequently recognized as being meritorious may be considered. Box AaltoFinland martti. This prestigious 46 year old group now numbers over These Fellows are the visionaries, the dreamers, the pioneers, and technology leaders in their field as well influential members in the international technology community.

IEEE Senior members or IEEE Life Senior members in good standing, who have completed five years of service in any grade of IEEE Membership and who have made an outstanding contribution Flirten mann blick Sie sucht ihn juterbog, Partnersuche agentur wien, Kostenlose dating kontakte the electronic or electrical engineering profes- sion may be nominated in one of four categories: Once you have started the application, it can be held in Draft status until you have completed the entire form and are ready to send the information to us.

Once you have submit- ted the application, the electronic process will automatically send emails to your references and endorsers and provide the means for you to track their status.

Also once you have submitted the nomination, no changes for whatever reason can be made which is why we encourage you to put the maximum number of references on the form and find out if they are willing to help you with the submission before sending the nomination.

The IEEE Fellow Staff is working to make your nomination process as trouble free as possible and they are ready to assist with all phases of the application process. Should you have any question during the completion process you can email fellows ieee. For outstanding contributions to electromagnetics in theory, application, or education. The award consists of a bronze medal, certificate, and honorarium.

The Recent advances in sensor and computer technology are explosion in the amount, size and dimensionality of optical revolutionizing the way remotely sensed data is collected, and SAR data collected on a daily basis presents new chal- managed and analyzed [1].

The incorporation of latest- lenges for Best international dating sites online dating site with instant messenger IGARSS13 Student Paper Awa performance computing in EO and remote generation sensors to airborne and satellite platforms is sensing applications.

To address the computational requirements intro- The utilization of HPC systems in remote sensing applica- duced by many time-critical applications, several research tions has become more and more widespread in recent years efforts have been recently directed towards the incorporation [2].

The idea developed by the computer science community of high-performance computing HPC models and tech- of using COTS commercial off-the-shelf computer equip- niques into remote sensing missions [2]. This strategy is often referred to as computational demanding problems such as those involved Beowulf-class cluster computing, and has already offered in many remote sensing studies.

In particular, many current access to greatly increased computational power, but at a low and future applications of remote sensing in Earth Observation cost commensurate with falling commercial PC costs in a EOspace science, and soon in exploration science require number of remote sensing applications.

In theory, the combi- the incorporation of HPC practices to address applications nation of commercial forces driving down cost and positive with high societal impact such as monitoring of natural hardware trends e. Many supercomputing performance that can now be applied a much of these applications require Best international dating sites online dating site with instant messenger IGARSS13 Student Paper Awa responses for swift deci- wider range of remote sensing problems.

This is also the case for military-oriented sensing information processing employed by institutions such reconnaissance and surveillance applications, in which mov- as NASA or the European Space Agency ESA during the ing targets are of interest, e. This heterogeneity is seldom planned, aris- cal advances are not only expected in optical instruments, ing mainly as a result of technology evolution over time and but also in radar and other types of remote sensing systems.

It is expected that deliver a peak performance in the order of Gflops, sev- grid-based HPC systems will provide significant contributions eral times the performance of the fastest quad-core processor. The ever-growing computational demands of remote sensing Finally, although remote sensing data processing algo- applications can fully benefit from compact hardware com- rithms generally map quite nicely to parallel systems made ponents and take advantage of the small size and relatively up of commodity CPUs, these systems are generally expen- low cost of these units as compared to clusters or networks sive and difficult to adapt to onboard remote sensing data of computers.

In this regard, an excit- A relevant example of a remote sensing application in ing new development in the field of commodity computing which the use of HPC technologies such as parallel and is the emergence of programmable hardware devices such as distributed computing are highly desirable is hyperspectral field programmable gate arrays FPGAs [7] and commodity imaging, in which an imaging spectrometer collects hun- graphic processing units GPUs [8, 9], which can bridge the dreds or even thousands of measurements at multiple gap towards onboard and real-time analysis of remote sens- wavelength channels for the same area on the surface of ing data.

FPGAs are now fully reconfigurable, which allows the Earth [10]. False color composition of an AVIRIS hyperspectral image 3 Workers find local pixel 4 Repeat the process until a set collected over the World Trade Center in New York left and spatial with maximum distance with of t targets have been identified regards to previous pixels after subsequent iterations location of thermal hot spots in the World Trade Center area right.

Parallel implementation of an automatic target detection method for hyperspectral imaging. The data comprises samples, lines, and comprises several GBs per flight, thus requiring the combi- spectral bands, for a total size of MB. How to online dating book Forschungen in der Ramses-Stadt hyperspectral the spectral channels at, and nanometers imaging is a good example of the computational require- nm are displayed as red, green, and blue respectively.

Here, ments introduced by remote sensing applications, we would vegetation appears Best international dating sites online dating site with instant messenger IGARSS13 Student Paper Awa, burned areas appear dark gray, and like to emphasize that there are many other remote sensing smoke appears bright blue due to high spectral reflectance areas in which high-dimensional data sets are also pro- in the nm channel.

For illustrative purposes, Fig. However, the extremely high computational require- displays a thermal map centered at the region where the two ments already introduced by hyperspectral imaging appli- main towers collapsed. The map shows the target locations of cations and the fact that these systems will continue the thermal hot spots, considered in this work as ground-truth increasing their spatial and spectral resolutions in the near targets to validate the proposed parallel algorithm.

The algo- future make them an excellent case study to illustrate the rithm has been implemented in four different platforms: Space Flight Center in Maryland, a processor homoge- Over the last years, the hyperspectral computing labora- neous Beowulf cluster composed of dual 2. To illustrate guage with calls to the message passing Best international dating sites online dating site with instant messenger IGARSS13 Student Paper Awa MPI 2.

This 1 2 http: The speedup of our implementation defined as the number of times that the parallel code is faster than the serial code optimized for execution in a single CPU was above x. Despite the fact that Beowulf clusters can effectively assist end-users in the task of extracting information from hyperspectral data sets already trans- mitted to Earth, these systems are expensive and difficult to adapt to onboard data processing scenarios, in which a b low-weight and low-power integrated components are essential to reduce mission payload.

Parallel computing architectures used in our experiments:

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