Vegetation Radial Clearance (Record no. 16583)

MARC details
000 -LEADER
fixed length control field 01645nam a22001697a 4500
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 004.678
Item number T977V
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Tyagi, Sachin
245 ## - TITLE STATEMENT
Title Vegetation Radial Clearance
Statement of responsibility, etc by Sachin Tyagi
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication IIT Jodhpur
Name of publisher Department of Computer Science and Technology
Year of publication 2023
300 ## - PHYSICAL DESCRIPTION
Number of Pages vii,5p.
Other physical details HB
500 ## - GENERAL NOTE
General note Vegetation Radial Clearance for the electricity network is the process of finding out the distance of nearby vegetation with the help of satellite images. Vegetation distance information is required to avoid outages in the electric network by trimming the vegetation on time before it grows too close. The complete process to find the radial distance involves multiple steps, from identifying the vegetation in the satellite image, then mapping the height to the placed tree, and finding the radial distance from the span (a section of the network). The height mapping and finding distance are compute-intensive tasks, as every pixel in the image is required to map to height, and then the tree polygon distance needs to be calculated based on each pixel in that polygon.<br/><br/>We are focused on the two problems of mapping height to each pixel of a tree polygon and finding the distance from the nearby span. As these two problems are compute-intensive, we are working with Spark to get the performance benefits of distributed computing. We will also improve the performance by moving the implementation to the GPU with Spark.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Department of Computer Science and Technology
Topical Term Computer Graphics
Topical Term MTech Theses
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Banerjee, Dip Sankar
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Thesis
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Permanent Location Current Location Shelving location Date acquired Source of acquisition Full call number Accession Number Price effective from Koha item type
        Theses S. R. Ranganathan Learning Hub S. R. Ranganathan Learning Hub Reference 2024-04-01 Office of Academics 004.678 T977V TM00519 2024-06-29 Thesis