Automatic Recognition of Flock Behavior of Chickens with Convolutional Neural Network and Kinect Sensor

Mingqu Fan
Mingqu Fan

IJPRAI, Volume 32, Issue 7, 2018, Pages 1-15.

Cited by: 7|Views0
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Abstract:

In this paper, we propose an automatic convolutional neural network (CNN)-based method to recognize the chicken behavior within a poultry farm using a Kinect sensor. It resolves the hardships in flock behavior image classification by leveraging a data-driven mechanism and exploiting non-manually extracted multi-scale image features which ...More

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