Questions tagged [image-segmentation]

Image segmentation is the process of dividing an image into multiple regions (clusters or sets of pixels), based on some criterion.

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arcpy.sa.SegmentMeanShift() Creates segments with values outside of the range of original raster (stretched?)

I'm using arcpy.sa.SegmentMeanShift() to produce a segmented raster in ArcGIS 10.7.1. The segments in the output raster have values outside the range of values (1 to 248) in the input raster (-22 to ...
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24 views

Creating segmentation masks for high resolution images?

I have some very high resolution satellite 30cmx30cm images. I am trying to label some things in the images using polygons or masks. How do I go about creating segmentation masks for this images? ...
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52 views

Is Google Earth Engine SNIC Segmentation algorithm inconsistent?

I have been using GEE for about a month now and I ran into some issue I am trying to use OBIA classification based on this presentation by Sai Cheemalapati, EEAI 2019. The main problem is when I ...
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29 views

Segmentation in OTB gives blank rectangle as output

I am trying to segment a raster image to get a vector output. I am using OTB 6.6.1 in QGIS 3.4. In the segmentation window, I selected the input raster which is a 3 band (true colour) sentinel 2 image ...
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21 views

Selecting certain segments when creating training set for classification in ArcGIS?

I am trying to classify an RGB image in ArcGIS 10.7. When I try to use the 'select segment' option to create a training set I am allowed to pick only certain segments to add to my training set. For ...
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43 views

GRASS GIS Segmentation issue on UAV image

I tried i.segment to perform segmentation on a part of UAV orthophoto image, but this always results in stripe-like rectangle segments which I do not expect. Could anyone figure out what happens? ...
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49 views

KeyError: “The name 'ImageTensor:0' refers to a Tensor which does not exist. The operation, 'ImageTensor', does not exist in the graph.”

I'm trying to use ArcGIS Pro 2.3 and this tutorial (https://medium.com/geoai/high-resolution-land-cover-mapping-using-deep-learning-7126fee571dd) to use the function "Classify Pixels Using Deep ...
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1answer
47 views

Batch changing of Raster Bands of Multiple Rasters in ArcGIS Desktop?

I have a ton of rasters in my ArcGIS project, each with 4 bands. At the moment, I am changing the raster bands, one by one, for each file: Red becomes Band 2 Green becomes Band 1 And I am setting ...
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28 views

Does contrast stretching help image segmentation and classification?

I am trying to identify and classify marine litter from drone RGB images at beaches. Due to the small size of litter and only having RGB images available, my supervisor recommended to carry out ...
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32 views

How to pixelwise annotation with QGIS

I need to create masks with QGIS of hedgerows for satellite images (raster) segmentation. I tried with the SCP plugin but I can't use growing algorithm because I only want to keep hedgerows, not ...
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19 views

NoData cells appeared in segemented raster

I am trying to classify an aerial image of a dike into grass and weeds. I used an aerial RGB image of 10 cm resolution being a TIF file. This aerial image is cleaned and contains no gaps. Only outside ...
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1answer
67 views

GLCM measure in an object-based classification?

I am trying to classify agricultural fields with randomForest model. I will conduct an object-based classification. To do so, in the code by Ned Horning, I provide the boundaries in a shapefile. The ...
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1answer
82 views

How to extract 1 band image (Boundaries) in Google Earth Engine Code Editor

I am quite new in remote sensing and trying to get boundaries of fields to build a prediction model in R. I tried Canny and Hough algorithms but the results are not satisfying. Lastly, I tried the ...
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20 views

Stacking lidar-derived height raster as ancillary data for segmentation in ENVI?

I get a a black and white image after following these steps. Does anyone know why I'm not getting a color aerial image beneath the mask? My setup consists of these steps: I mosaicked several NAIP ...
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1answer
176 views

Google Engine - Segmentation

From the Google Engine scripts, Is it available any Segmentation tool like the ArcMap "Segmentation Mean Shift" from ArcMap? I´m looking for crop-fields limit detection. I tried the SNIC one ...
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1answer
39 views

OTB Orfeo ToolBox - TrainImagesClassifier ERROR ITK

When i use in QGIS 3.6 TrainImagesClassifier i obtain an error on vector file class :
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1answer
61 views

Selecting segments from segmented layer using ArcMap?

Is there a way to select the segments from a segmented layer in ArcMap? I've created a segmented layer by running Segment Mean Shift, but I can't seem to find a way to select or isolate the segments....
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110 views

Extract water areas from aerial photogrammetry DEM in QGIS

We are working with peatland restoration sites providing aerial photogrammetry of the restoration progress. We want to differentiate between areas water and bare peat which can look very similar in ...
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1answer
138 views

Orfeo mshift segmentation asks for condition

I'm trying to run a segmentation using the mean shift. I leave all the parameters as default, but when I run it, it says "Wrong or missing parameter value: Condition". Condition is not a parameter for ...
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27 views

Non-visibility of .ECD file in ArcMap using Random Trees Classifier

I have been using the Random Trees (RT) algorithm in ArcMap 10.6 for classifying some Landsat raster imagery. I have the training data file which I input into the Train RT Classifier to produce the ....
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337 views

Classifying image using image segmentation in google earth engine

I am trying to classify a Landsat 8 image in google earth engine. I have to classify them object based, since I am building on an earlier research where they have used object based classification. ...
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1answer
119 views

Incorporating NDVI and texture metrics in OBIA-Supervised Image Classification

Anyone knows step-by-step tutorials for incorporating NDVI and texture metrics in land cover classification with ArcMap? I've been doing supervised classification of Sentinel-2 with the assistance ...
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1answer
305 views

Using thematic layer for segmentation in eCognition?

I have a thematic layer, i want to perform segmentation and classification only within the thematic layer,not in a whole image. how can i do it? I tried to segment the image after viewing the thematic ...
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1answer
430 views

How to use a variable inside .expression() as conditional statements criteria in google earth engine?

I am trying to automate a segmentation process in google earth engine. I have some parameters calculated outside of the .expression() function and needed to be used in defining different criteria ...
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2answers
102 views

Post process OBIS for Canopy Dedection

I have high resolution UAV-Images (4x4cm) in RGB and would like to detect individual tree canopy's. I was using Object Based Image Segmentation (OBIS) from SAGA to classify the images by homogeneous ...
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119 views

Performing Object Based Image Analysis with NAIP?

I use NAIP imagery (primarily in QGIS/GRASS) for agricultural analysis. I want to separate out objects such as grain silos, farms, buildings, &c. using segmentation and classification. Is this ...
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653 views

Image Segmentation and Object-based Classification in Google Earth Engine [closed]

I have tested three methods to segment my image collection: (https://code.earthengine.google.com/699f04706c114260068275acd2605644) var l8sr = ee.ImageCollection('LANDSAT/LC08/C01/T1_SR'); function ...
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2answers
160 views

Automatic split a mosaic of satellite images into pieces

I have a mosaic of satellite images, but for the analysis, I need to define the boundaries of each part. Does anyone know how to do it in an automatic way? I need to get the red boundaries like on the ...
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364 views

Select border region from segmented image

I have several thousand aerial photographs which have been scanned in and orthorectified, but the image borders and fiducial markers remain on the image. I am looking to identify these parts of the ...
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2answers
139 views

Multi-Spectral High Resolution Satellite images for flood events

I'm searching for multi-spectral high resolution satellite images for flood events. I found a database of flood events from this link with dates and approxiamte locations (polygons) and I used the ...
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1answer
101 views

Segmentation vs raster_to_polygon

So, I am looking into raster segmentation methods and I started having a few doubts about what I know abouth their technicalities. I was wandering if there is a way to connect raster-to-polygon ...
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191 views

split lines into segments without creating new layer in QGIS

How to split line objects into segments/multiple objects based on either polygons or lines without creating a new layer? The problem is clarified in the picture below. I need the green line to be ...
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1answer
4k views

Performing object based image classification in Google Earth Engine?

I am trying to perform an image segmentation using Google Earth Engine. I have performed OBIA in the past using python and scikit-image (skimage.segmentation.felzenszwalb) , but not sure how to do ...
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1answer
197 views

Duplicate Layers in eCognition

I am attempting to use eCognition Developer to segment and classify 5-band UAS imagery. When I go to create a new project in eCog and input my imagery (individually selecting the five .tif files), it ...
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2answers
297 views

First time using i.segment.uspo in GRASS

I am using the module i.segment.uspo in GRASS for the first time and I wanted to know if anyone here haws experience with that add-on in GRASS so I can get some hints on how to use it more efficiently,...
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65 views

Extracting Roads and Trails from SPOT Imagery

Is it possible to extract Roads and Trails vectors from SPOT Raster Tiff Image? Actually I have tried SPRING software to extract road vectors from this raster. Yes, It gives good result, But ...
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2answers
155 views

Unsupervised Vector Classification in QGIS

I am trying to mimic a vector classification process in QGIS that can be done using the ArcGIS Business Analyst Segmentation Module in ArcMap. My current best solution is to rasterize each of the ...
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1answer
763 views

Image segmentation

I am performing a segmentation on an NDVI using the OTB mean shift segmentation on QGIS 2.18. The size of the image is about 15000*15000 with one band only and 8-bit. Since I do not want to use ...
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1answer
103 views

Big size shapefile

After a segmentation process I have obtained a huge shapefile that contains approximately 3 million entities. The problem is that no process can be obtained on such a huge data using arcgis, qgis or ...
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2answers
285 views

QGIS Orfeo toolbox segmentation error “\otbcli_Segmentation” is not recognized

I have an old aerial image that I am trying to use Orfeo Toolbox's Segmentation tool in QGIS on. The image is grey-scale. I don't know if this is a problem or not, but I am experimenting at this point,...
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1answer
537 views

Image segmentation to locate trees [closed]

has anyone a suggestion which segmentation-tool is best suited for this task. I'm looking for a fast tool to do this approx 1km²/day the faster the better of course. I've tried Orfeo's "meanshift" ...
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1answer
126 views

How to perform segmentation in GRASS?

I have an aerial photo which consists of 2 files (.jp2, j2w) and i want to perform a segmentation. To be exact, i can't upload the 2 files with r.in.gdal because it says that the data file cannot be ...
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1answer
747 views

Separate overlapping line shapes (or circle shapes) in raster data

I have a classifier that creates a (raster) segmentation mask that looks like this (after converting Raster to Polygon): Now I'm wondering, whether there is a method to extract actual objects from ...
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2answers
710 views

“Object based Image Segmentation” and some options are absent in SAGA

Although I have the latest version of SAGA, "Object based Image Segmentation" and some options do not appear when I click on "Geoprocessing>Imagery> Segmentation>? " Why are they absent?
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1answer
3k views

Image segmentation in open-source software

For an analysis of several multilayer raster files I want to perform some kind of image segmentation (multi-resolution, ...) to extract polygon object of similar raster properties. I know that Trimble'...
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1answer
106 views

Why is a single road sometimes split into separate layers?

I'm using data from the Transportation section of the National Map (US). They provide three layers for roads: Trans_RoadSegment, Trans_RoadSegment2, and Trans_RoadSegment3. I seem to recall this ...
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1answer
355 views

SAGA 2.2.5 Problem Object Based Image Segmentation

Every time I use the Object Based Image Segmentation with Landsat 8 data I get a segmentated image which looks like a spider's web. The image contains no 0 values. Anyone has a idea how to fix this?
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384 views

Right Orfeo Toolbox Segmentation input

I made this tutorial. I used Landsat 8 bands (1-7), which I atmospheric corrected with DOS and converted to 8-bit. After that I layer stacked the pre processed band (1-7), clipped a little part with a ...
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639 views

Segmentation boundaries image in eCognition [closed]

I need to save the segmentation result (boundaries image) as a raster file using eCognition. Anybody can give me some directions about this?
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4answers
2k views

Identifying individual trees and segmenting crowns from LiDAR CHM data?

I have a classified LiDAR point cloud for an area of 250*250 square meter, with 1 meter resolution. It has a 5 lakhs points with an average point density of 9 (means around 9 points within a pixel). ...