Image Processing in Agriculture and Forestry
Image processing in agriculture and forestry represents a challenge towards the automation of tasks for better performances. Agronomists, computer and robotics engineers, and agricultural machinery industry manufacturers now have at their disposal a book containing a collection of methods, procedure...
Saved in:
Main Author: | |
---|---|
Other Authors: | |
Format: | Electronic Book Chapter |
Language: | English |
Published: |
MDPI - Multidisciplinary Digital Publishing Institute
2018
|
Subjects: | |
Online Access: | DOAB: download the publication DOAB: description of the publication |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
MARC
LEADER | 00000naaaa2200000uu 4500 | ||
---|---|---|---|
001 | doab_20_500_12854_49905 | ||
005 | 20210211 | ||
003 | oapen | ||
006 | m o d | ||
007 | cr|mn|---annan | ||
008 | 20210211s2018 xx |||||o ||| 0|eng d | ||
020 | |a books978-3-03897-098-9 | ||
020 | |a 9783038970972 | ||
020 | |a 9783038970989 | ||
040 | |a oapen |c oapen | ||
024 | 7 | |a 10.3390/books978-3-03897-098-9 |c doi | |
041 | 0 | |a eng | |
042 | |a dc | ||
072 | 7 | |a TDCW |2 bicssc | |
100 | 1 | |a Gonzalo Pajares Martinsanz (Ed.) |4 auth | |
700 | 1 | |a Francisco Rovira-Más (Ed.) |4 auth | |
245 | 1 | 0 | |a Image Processing in Agriculture and Forestry |
260 | |b MDPI - Multidisciplinary Digital Publishing Institute |c 2018 | ||
300 | |a 1 electronic resource (222 p.) | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
520 | |a Image processing in agriculture and forestry represents a challenge towards the automation of tasks for better performances. Agronomists, computer and robotics engineers, and agricultural machinery industry manufacturers now have at their disposal a book containing a collection of methods, procedures, designs, and descriptions at the technological forefront, which serves as an important support and aid for the implementation and development of their own ideas. The book describes: (1) Applications (canopy on trees, aboveground biomass, phenotyping, chlorophyll, leaf area index, water and nutrient content, land cover change, soil properties, and secure autonomous navigation); (2) Imaging devices onboard robots, unmanned aerial vehicles (UAVs), and satellites operating at different spectral ranges (visible, infrared, hyper-multispectral bands, and radar), as well as guidelines for selecting machine vision systems in outdoor environments; and (3) (Specific computer vision methods (generic and convolutional neural networks, machine learning, specific segmentation approaches, vegetation indices, and three-dimensional (3D) reconstruction). | ||
540 | |a Creative Commons |f https://creativecommons.org/licenses/by-nc-nd/4.0/ |2 cc |4 https://creativecommons.org/licenses/by-nc-nd/4.0/ | ||
546 | |a English | ||
650 | 7 | |a Pharmaceutical technology |2 bicssc | |
653 | |a agriculture | ||
653 | |a image processing | ||
653 | |a vegetation index | ||
653 | |a aboreground biomass | ||
653 | |a machine-vision | ||
653 | |a autonomous navigation | ||
653 | |a computer vision | ||
653 | |a leaf area index | ||
653 | |a forestry | ||
653 | |a biophysical variables | ||
856 | 4 | 0 | |a www.oapen.org |u https://www.mdpi.com/books/pdfview/book/714 |7 0 |z DOAB: download the publication |
856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/49905 |7 0 |z DOAB: description of the publication |