10 citations · 17 across the 4 of their papers we have counts for
3 papers · 1 filter
Automated Visual Monitoring of Nocturnal Insects with Light-based Camera Traps
Dimitri Korsch, Paul Bodesheim, Gunnar Brehm +1
Automatic camera-assisted monitoring of insects for abundance estimations is crucial to understand and counteract ongoing insect decline. In this paper, we present two datasets of…
Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification
Dimitri Korsch, Paul Bodesheim, Joachim Denzler
Biodiversity monitoring is crucial for tracking and counteracting adverse trends in population fluctuations. However, automatic recognition systems are rarely applied so far, and e…
Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods
Alexander Freytag, Johannes Rühle, Paul Bodesheim +2
Vector-quantized local features frequently used in bag-of-visual-words approaches are the backbone of popular visual recognition systems due to both their simplicity and their perf…