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Weed extraction algorithm 2D images

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

Weed extraction algorithm 2D images

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.

http://i.imgur.com/ZtepBUi.jpg?1

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updated 2015-06-01 14:05:14 -0500

berak gravatar image

Weed extraction algorithm 2D images

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.

http://i.imgur.com/ZtepBUi.jpg?1image description

Weed extraction algorithm 2D images

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

image description

Weed extraction algorithm 2D images

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

image description

http://i.imgur.com/ifgsXgl.jpg?2

Weed extraction algorithm 2D images

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

image descriptionFirst

http://i.imgur.com/ifgsXgl.jpg?2Second