Weed species distribution pattern in maize crop of mardan, pakistan
Autonomous platform and information system (API) for crop and weed monitoring Autonomous platform...
Transcript of Autonomous platform and information system (API) for crop and weed monitoring Autonomous platform...
![Page 1: Autonomous platform and information system (API) for crop and weed monitoring Autonomous platform and information system (API) for crop and weed monitoring.](https://reader036.fdocuments.us/reader036/viewer/2022062518/56649e4c5503460f94b41c8a/html5/thumbnails/1.jpg)
Autonomous platform and information system (API) for crop and weed monitoring
http://www.cs.auc.dk/~api/
![Page 2: Autonomous platform and information system (API) for crop and weed monitoring Autonomous platform and information system (API) for crop and weed monitoring.](https://reader036.fdocuments.us/reader036/viewer/2022062518/56649e4c5503460f94b41c8a/html5/thumbnails/2.jpg)
2001 version
![Page 3: Autonomous platform and information system (API) for crop and weed monitoring Autonomous platform and information system (API) for crop and weed monitoring.](https://reader036.fdocuments.us/reader036/viewer/2022062518/56649e4c5503460f94b41c8a/html5/thumbnails/3.jpg)
Machine vision identification of weed species based on active
shape modelsHenning T. Søgård DIAS, Dept. of
EngineeringTorben Heisel DIAS, Dept. of Crop
Protection
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Database of weed imagesEquipment for image acquisition
Colour bar
Canon PowershotG1 Digital Camera,
(2048 x 1536 pixels)
![Page 5: Autonomous platform and information system (API) for crop and weed monitoring Autonomous platform and information system (API) for crop and weed monitoring.](https://reader036.fdocuments.us/reader036/viewer/2022062518/56649e4c5503460f94b41c8a/html5/thumbnails/5.jpg)
150 mm
200 mm
Database of weed images Image scenes
> 500 images
![Page 6: Autonomous platform and information system (API) for crop and weed monitoring Autonomous platform and information system (API) for crop and weed monitoring.](https://reader036.fdocuments.us/reader036/viewer/2022062518/56649e4c5503460f94b41c8a/html5/thumbnails/6.jpg)
Database of weed images Individual weed plants
070601_010.tif
070601_010_CHEAL_0467_1004.tif
About 500 image of
individual plants(24 species)
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Identification of weed speciesTraining the software (ASM-Toolkit)
CHEAL
White Goosefoot
Chenopodium
Album)
(ASM = Active Shape Model)
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Isolated patches
![Page 9: Autonomous platform and information system (API) for crop and weed monitoring Autonomous platform and information system (API) for crop and weed monitoring.](https://reader036.fdocuments.us/reader036/viewer/2022062518/56649e4c5503460f94b41c8a/html5/thumbnails/9.jpg)
Diffuse patches
Sampling
Sampling
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Initial sampling route
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Initial sampling route
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