The iWildCam 2020 Competition Dataset

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

Michael J Wilber, Walter J Scheirer, Phil Leitner, Brian Heflin, James Zott, Daniel Reinke, David K Delaney, and Terrance E Boult · 2013

Earlier work this paper cites.

Deep convolutional neural network based species recognition for wild animal monitoring

Guobin Chen, Tony X Han, Zhihai He, Roland Kays, and Tavis Forrester · 2014

Earlier work this paper cites.

Finding areas of motion in camera trap images

Agnieszka Miguel, Sara Beery, Erica Flores, Loren Klemesrud, and Rana Bayrakcismith · 2016

Earlier work this paper cites.

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

Zhi Zhang, Zhihai He, Guitao Cao, and Wenming Cao · 2016

Earlier work this paper cites.

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

Jhony-Heriberto Giraldo-Zuluaga, Augusto Salazar, Alexander Gomez, and Angélica Diaz-Pulido · 2017

Earlier work this paper cites.

Google earth engine: Planetary-scale geospatial analysis for everyone

Noel Gorelick, Matt Hancher, Mike Dixon, Simon Ilyushchenko, David Thau, and Rebecca Moore · 2017

Earlier work this paper cites.

Automatically identifying wild animals in camera trap images with deep learning

Original

Mohammed Sadegh Norouzzadeh, Anh Nguyen, Margaret Kosmala, Ali Swanson, Craig Packer, and Jeff Clune · 2017

Earlier work this paper cites.

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

Alexander Gomez Villa, Augusto Salazar, and Francisco Vargas · 2017

Earlier work this paper cites.

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

Hayder Yousif, Jianhe Yuan, Roland Kays, and Zhihai He · 2017

Cited alongside, same era.

Recognition in terra incognita

Sara Beery, Grant Van Horn, and Pietro Perona · 2018

Cited alongside, same era.

Deep learning object detection methods for ecological camera trap data

Stefan Schneider, Graham W Taylor, and Stefan Kremer · 2018

Cited alongside, same era.

The inaturalist species classification and detection dataset

Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alex Shepard, Hartwig Adam, Pietro Perona, and Serge Belongie · 2018

Cited alongside, same era.

The iwildcam 2019 challenge dataset

Original

Sara Beery, Dan Morris, and Pietro Perona · 2019

Cited alongside, same era.

Geo-aware networks for fine-grained recognition

Grace Chu, Brian Potetz, Weijun Wang, Andrew Howard, Yang Song, Fernando Brucher, Thomas Leung, and Hartwig Adam · 2019

Later among the works it cites.

Class-balanced loss based on effective number of samples

Original

Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, and Serge J. Belongie · 2019

Later among the works it cites.

Presence-only geographical priors for fine-grained image classification

Oisin Mac Aodha, Elijah Cole, and Pietro Perona · 2019

Later among the works it cites.

A deep active learning system for species identification and counting in camera trap images

Original

Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, and Jeff Clune · 2019

Later among the works it cites.

Synthetic examples improve generalization for rare classes

Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Neel Joshi, Markus Meister, and Pietro Perona · 2020

Closest in time.