IMAP: Image Mapping & Analytics for Phenotyping
<p>A set of PYTHON programs to implement image processing of ground and aerial images by offering via graphical user interface (GUI) 1) plot-level metrics extraction through a series of algorithms for image conversion, band math, radiometric/geometric calibrations, segmentation, masking, adaptive region of interest (ROI), gridding, heatmap, and batch process, 2) GIS interface for GeoTIFF pixels to Lat/Lon, UTM conversion, read/write shapefile, Lat/Lon to ROI, grid to polygon, and 3) utility GUI functions for zooming, panning, rotation, images to video, file I/O, and histogram. </p><div><br>Resources in this dataset:</div><br><ul><li><p>Resource Title: IMAP: Image Mapping & Analytics for Phenotyping.</p> <p>File Name: IMAP.zip</p></li></ul><p></p>
| Main Author: | |
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| Format: | Software biblioteca |
| Published: |
2021
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| Subjects: | Agriculture, land and farm management not elsewhere classified, Physical geography and environmental geoscience, Geomatic engineering, Photogrammetry and remote sensing, Environmental sciences, Environmental management, plant phenotyping, image analysis, Drone_Images, satellite image, calibration, gis, crop management, water management, software, NP301, data.gov, ARS, |
| Online Access: | https://figshare.com/articles/software/IMAP_Image_Mapping_Analytics_for_Phenotyping/24666936 |
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| Summary: | <p>A set of PYTHON programs to implement image processing of ground and aerial images by offering via graphical user interface (GUI) 1) plot-level metrics extraction through a series of algorithms for image conversion, band math, radiometric/geometric calibrations, segmentation, masking, adaptive region of interest (ROI), gridding, heatmap, and batch process, 2) GIS interface for GeoTIFF pixels to Lat/Lon, UTM conversion, read/write shapefile, Lat/Lon to ROI, grid to polygon, and 3) utility GUI functions for zooming, panning, rotation, images to video, file I/O, and histogram. </p><div><br>Resources in this dataset:</div><br><ul><li><p>Resource Title: IMAP: Image Mapping & Analytics for Phenotyping.</p> <p>File Name: IMAP.zip</p></li></ul><p></p> |
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