LiDAR data classification algorithms?

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01 March 2021 9,485 1 View

Where can find Medical Image Data Sets for Machine learning research project?

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How to perform EEG classification of Alzheimer and control groups?

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Using 1D CNN for pixel classification in an image?

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M. Awad

Dear Nayyer Saleem,

Yes there are different methods I suggest that you read the following paper which describes all steps of LIDAR processing and classification based on fusion of LIDAR with optic image. It is about urban features classification. It also includes the name of software used in the LIDAR data processing.

Article Toward Robust Segmentation Results Based on Fusion Methods f...

Muthna Fadhil

https://forums.ni.com/t5/Example-Program-Drafts/Artificial-Neural-Network-Multilayer-Perceptron-with-Back/ta-p/3491335?profile.language=esIn the NI forums some examples can be found of the application you're asking for.

these two papers who invented backpropagation.Geoffrey hinton - https://www.cs.toronto.edu/~hinton/absps/plautfilters.pdfYann lecunn - http://yann.lecun.com/exdb/publis/pdf/lecun-88.pdf

Ahmad Abbasian

I suggest you to use Self Organizing Maps (SOMs) or Support Vector Machines (SVMs)

Both of them are useful. If you have huge datasets it's better to use Rapidminer software with K-means Algorithm.