Search Results for author: Frank Liebisch

Found 2 papers, 2 papers with code

Crop mapping from image time series: deep learning with multi-scale label hierarchies

1 code implementation17 Feb 2021 Mehmet Ozgur Turkoglu, Stefano D'Aronco, Gregor Perich, Frank Liebisch, Constantin Streit, Konrad Schindler, Jan Dirk Wegner

The three-level label hierarchy is encoded in a convolutional, recurrent neural network (convRNN), such that for each pixel the model predicts three labels at different level of granularity.

Crop Classification General Classification +2

weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming

1 code implementation11 Sep 2017 Inkyu Sa, Zetao Chen, Marija Popovic, Raghav Khanna, Frank Liebisch, Juan Nieto, Roland Siegwart

In this paper, we present an approach for dense semantic weed classification with multispectral images collected by a micro aerial vehicle (MAV).

Decoder General Classification +1

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