Machine Learning for Camera Trap Images

Machine Learning for Camera Trap Images

1. Classification with Deep Neural Networks (DNNs)

   • Segmentation
     • Giraldo-Zuluaga et al., 2017a
     • Gomez et al., 2016
   • Animal Detection
     • Nguyen et al., 2017
     • Norouzzadeh et al., 2018
   • Object detection
     • Schneider et al., 2018
     • Yousif et al., 2017
   • Generalization Concerns
     • Beery and Perona, 2018
     • Van Horn and Perona, 2017
   • Applications
     • Håvard et al., 2017

2. Novel segmentation algorithms

   • Yu et al., 2013
   • Zhu et al., 2017
   • Kumar et al., 2015
   • Giraldo-Zuluaga et al., 2017b