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Minimizing the Annotation Effort for Detecting Wildlife in Camera Trap Images with Active Learning.
Daphne Auer
Paul Bodesheim
Christian Fiderer
Marco Heurich
Joachim Denzler
Published in:
GI-Jahrestagung (2021)
Keyphrases
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active learning
annotation effort
image data
hand held
digital photographs
image features
multiple images
imaging process
input image
three dimensional
perspective images
ccd camera
image retrieval
camera images
image capture
acquired images
white balance
image database
imaging devices
training data
position and orientation
object recognition
video images
light conditions
image registration
camera calibration
field of view
camera movement
captured images
feature selection
camera views
camera parameters
machine learning
image matching
structure from motion
camera motion
feature points
vision system