The iWildCam 2018 Challenge Dataset

Ensemble video object cut in highly dynamic scenes

X. Ren, T. X. Han, and Z. He · 2013

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Animal recognition in the mojave desert: Vision tools for field biologists

M. J. Wilber, W. J. Scheirer, P. Leitner, B. Heflin, J. Zott, D. Reinke, D. K. Delaney, and T. E. Boult · 2013

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Automated identification of animal species in camera trap images

X. Yu, J. Wang, R. Kays, P. A. Jansen, T. Wang, and T. Huang · 2013

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Deep convolutional neural network based species recognition for wild animal monitoring

G. Chen, T. X. Han, Z. He, R. Kays, and T. Forrester · 2014

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Foreground object detection in highly dynamic scenes using saliency

K.-H. Lin, P. Khorrami, J. Wang, M. Hasegawa-Johnson, and T. S. Huang · 2014

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Snapshot serengeti, high-frequency annotated camera trap images of 40 mammalian species in an african savanna

A. Swanson, M. Kosmala, C. Lintott, R. Simpson, A. Smith, and C. Packer · 2015

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Coupled ensemble graph cuts and object verification for animal segmentation from highly cluttered videos

Z. Zhang, T. X. Han, and Z. He · 2015

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Finding areas of motion in camera trap images

A. Miguel, S. Beery, E. Flores, L. Klemesrud, and R. Bayrakcismith · 2016

Cited alongside, same era.

Animal detection from highly cluttered natural scenes using spatiotemporal object region proposals and patch verification

Z. Zhang, Z. He, G. Cao, and W. Cao · 2016

Cited alongside, same era.

Global biodiversity outlook 1

S. CBD · 2017

Cited alongside, same era.

Camera-trap images segmentation using multi-layer robust principal component analysis

J.-H. Giraldo-Zuluaga, A. Salazar, A. Gomez, and A. Diaz-Pulido · 2017

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Automatically identifying wild animals in camera trap images with deep learning

Original

M. S. Norouzzadeh, A. Nguyen, M. Kosmala, A. Swanson, C. Packer, and J. Clune · 2017

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Towards automatic wild animal monitoring: Identification of animal species in camera-trap images using very deep convolutional neural networks

A. G. Villa, A. Salazar, and F. Vargas · 2017

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Fast human-animal detection from highly cluttered camera-trap images using joint background modeling and deep learning classification

H. Yousif, J. Yuan, R. Kays, and Z. He · 2017

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