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Title: :  LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK
PaperId: :  3464
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 1 2017
DUI:    16.0415/IJARIIE-3464
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Bhagyashri KambleSinhgad Academy of Engineering
Namrata HarishchandreSinhgad Academy of Engineering
Vrushali KunjirSinhgad Academy of Engineering

Abstract

Computer Engineering
Hadoop, Image Processing, HDFS, Mapreduce, Remote sensing
The processing of large scale of images is needed when there are satellite images involved. Now a day's amount of data continues to increase as more information becomes available. And it will increase amount of surface and recognition, segmentation, and event detection in satellite images with a highly scalable system becomes more and more desirable. In this paper, a construction of semantic taxonomy for the land-cover classification of satellite images. Overall system is constructed in a Distributed HADOOP Computing platform. This system is divided into two important part Training and Running classifier. The Training part classifies images one after another such as Vegetation, Building, Pavement, water, snow etc. Large files are distributed and further divided into multiple data nodes. The map processing jobs placed on all nodes are operated on their local copies of the data. It can be observed that the name node stores only the metadata and the log information during the data transfer to and from the HDFS is done through the Hadoop API. Training classifier is constructed using HADOOP MapReduce Framework and is based upon Google Earth. The Running classifier performs zoom-in, zoom-out and calculates the difference between old and new images.

Citations

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IJARIIE Bhagyashri Kamble, Namrata Harishchandre, and Vrushali Kunjir. "LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 1 2017 Page 425-429
MLA Bhagyashri Kamble, Namrata Harishchandre, and Vrushali Kunjir. "LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK." International Journal Of Advance Research And Innovative Ideas In Education 3.1(2017) : 425-429.
APA Bhagyashri Kamble, Namrata Harishchandre, & Vrushali Kunjir. (2017). LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK. International Journal Of Advance Research And Innovative Ideas In Education, 3(1), 425-429.
Chicago Bhagyashri Kamble, Namrata Harishchandre, and Vrushali Kunjir. "LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 1 (2017) : 425-429.
Oxford Bhagyashri Kamble, Namrata Harishchandre, and Vrushali Kunjir. 'LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, 2017, p. 425-429. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/LARGE_SCALE_SATELLITE_IMAGE_PROCESSING_USING_HADOOP_FRAMEWORK_ijariie3464.pdf (Accessed : 20 February 2019).
Harvard Bhagyashri Kamble, Namrata Harishchandre, and Vrushali Kunjir. (2017) 'LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK', International Journal Of Advance Research And Innovative Ideas In Education, 3(1), pp. 425-429IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/LARGE_SCALE_SATELLITE_IMAGE_PROCESSING_USING_HADOOP_FRAMEWORK_ijariie3464.pdf (Accessed : 20 February 2019)
IEEE Bhagyashri Kamble, Namrata Harishchandre, and Vrushali Kunjir, "LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, pp. 425-429, Jan-Feb 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/LARGE_SCALE_SATELLITE_IMAGE_PROCESSING_USING_HADOOP_FRAMEWORK_ijariie3464.pdf [Accessed : 20 February 2019].
Turabian Bhagyashri Kamble, Namrata Harishchandre, and Vrushali Kunjir. "LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 1 (20 February 2019).
Vancouver Bhagyashri Kamble, Namrata Harishchandre, and Vrushali Kunjir. LARGE SCALE SATELLITE IMAGE PROCESSING USING HADOOP FRAMEWORK. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 20 February 2019]; 3(1) : 425-429. Available from: http://ijariie.com/AdminUploadPdf/LARGE_SCALE_SATELLITE_IMAGE_PROCESSING_USING_HADOOP_FRAMEWORK_ijariie3464.pdf
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