Vegetation Radial Clearance (Record no. 16583)
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000 -LEADER | |
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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 |
Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Permanent Location | Current Location | Shelving location | Date acquired | Source of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 |
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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 |