Desert bighorn sheep (Ovis canadensis) recognition from camera traps based on learned features

Three critical factors affecting automated image species recognition performance for camera traps

(2020) Stefan Schneider et al.   Ecology and Evolution

“How many images do I need?” Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring

(2020) Saleh Shahinfar et al.   Ecological Informatics

Automated detection of European wild mammal species in camera trap images with an existing and pre-trained computer vision model

(2020) Christin Carl et al.   EUROPEAN JOURNAL OF WILDLIFE RESEARCH

Animal Scanner: Software for classifying humans, animals, and empty frames in camera trap images

(2019) Hayder Yousif et al.   Ecology and Evolution

An automated program to find animals and crop photographs for individual recognition

(2019) Patrick Buehler et al.   Ecological Informatics

ClassifyMe: A Field-Scouting Software for the Identification of Wildlife in Camera Trap Images

(2019) Greg Falzon et al.   Animals

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

(2018) Mohammad Sadegh Norouzzadeh et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Past, Present, and Future Approaches Using Computer Vision for Animal Re‐Identification from Camera Trap Data

(2018) Stefan Schneider et al.   Methods in Ecology and Evolution

Identifying animal species in camera trap images using deep learning and citizen science

(2018) Marco Willi et al.   Methods in Ecology and Evolution

Deep learning

(2015) Yann LeCun et al.   NATURE

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

(2015) Alexandra Swanson et al.   Scientific Data

Automated identification of animal species in camera trap images

(2013) Xiaoyuan Yu et al.   EURASIP Journal on Image and Video Processing