Weed extraction algorithm 2D images

asked 2015-06-01 09:09:42 -0500

rohit.guitar gravatar image

updated 2015-06-02 09:05:06 -0500

Hello , I m working on a project in which i need to work on real time weed extraction algorithm. I came up with very simple algorithm. First remove the background (soil , any other stuff) in a frame using color spaces then use template matching and find the location of crop plants (as weed plants doesn't have a regular shape).

Any comments or suggestion for new algorithm or proposed one ? Any suggestions for weed characteristics i can use for final step ? Thanks in advance

Here is the reference image of enviornment.

It has both on the top that is crop and the bottom one is weed

First

Second

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Comments

you have to be more specific & may be few image samples of your environment.

Balaji R gravatar imageBalaji R ( 2015-06-01 13:30:44 -0500 )edit

Please check i have updated the question.

rohit.guitar gravatar imagerohit.guitar ( 2015-06-01 14:04:22 -0500 )edit

@rohit.guitar - does it show weed or crop ?

berak gravatar imageberak ( 2015-06-01 14:06:23 -0500 )edit
1

It has both on the top that is crop and the bottom one is weed

rohit.guitar gravatar imagerohit.guitar ( 2015-06-01 14:10:06 -0500 )edit

please add one more image which shows the region/object you want to segment.

Balaji R gravatar imageBalaji R ( 2015-06-02 00:27:11 -0500 )edit

I have updated the question .... Please guide me through... Thanks

rohit.guitar gravatar imagerohit.guitar ( 2015-06-02 09:05:42 -0500 )edit

Hey @rohit.guitar, I am interested in this type of image recognition. Would you like to collaborate?

csloot gravatar imagecsloot ( 2015-10-15 21:33:04 -0500 )edit