A low-cost, long-term underwater camera trap network coupled with deep residual learning image analysis
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A low-cost, long-term underwater camera trap network coupled with deep residual learning image analysis
Authors
Keywords
Cameras, Reefs, Marine fish, Algae, Marine environments, Imaging techniques, Herbivory, Grazing
Journal
PLoS One
Volume 17, Issue 2, Pages e0263377
Publisher
Public Library of Science (PLoS)
Online
2022-02-03
DOI
10.1371/journal.pone.0263377
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Benthic pattern formation in shallow tropical reefscapes: does grazing explain grazing halos?
- (2021) Stephanie M. Bilodeau et al. LANDSCAPE ECOLOGY
- Adaptive Resolution Imaging Sonar (ARIS) as a tool for marine fish identification
- (2021) Robyn E. Jones et al. FISHERIES RESEARCH
- New high-tech flexible networks for the monitoring of deep-sea ecosystems
- (2019) Jacopo Aguzzi et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Automated estimate of fish abundance through the autonomous imaging device GUARD1
- (2018) Simone Marini et al. MEASUREMENT
- 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
- A Deep learning method for accurate and fast identification of coral reef fishes in underwater images
- (2018) Sébastien Villon et al. Ecological Informatics
- Tracking Fish Abundance by Underwater Image Recognition
- (2018) Simone Marini et al. Scientific Reports
- MAIA—A machine learning assisted image annotation method for environmental monitoring and exploration
- (2018) Martin Zurowietz et al. PLoS One
- Automatic fish species classification in underwater videos: exploiting pre-trained deep neural network models to compensate for limited labelled data
- (2017) Shoaib Ahmed Siddiqui et al. ICES JOURNAL OF MARINE SCIENCE
- Camera technology for monitoring marine biodiversity and human impact
- (2016) Anthony WJ Bicknell et al. FRONTIERS IN ECOLOGY AND THE ENVIRONMENT
- Scaling-up camera traps: monitoring the planet's biodiversity with networks of remote sensors
- (2016) Robin Steenweg et al. FRONTIERS IN ECOLOGY AND THE ENVIRONMENT
- Use of high-resolution acoustic cameras to study reef shark behavioral ecology
- (2016) Douglas J. McCauley et al. JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY
- Looking inside the Ocean: Toward an Autonomous Imaging System for Monitoring Gelatinous Zooplankton
- (2016) Lorenzo Corgnati et al. SENSORS
- camtrapR: an R package for efficient camera trap data management
- (2016) Jürgen Niedballa et al. Methods in Ecology and Evolution
- Standardized Assessment of Biodiversity Trends in Tropical Forest Protected Areas: The End Is Not in Sight
- (2016) Lydia Beaudrot et al. PLOS BIOLOGY
- In situ glass antifouling using Pt nanoparticle coating for periodic electrolysis of seawater
- (2015) Yuxi Xue et al. APPLIED SURFACE SCIENCE
- Evaluating the landscape of fear between apex predatory sharks and mobile sea turtles across a large dynamic seascape
- (2015) Neil Hammerschlag et al. ECOLOGY
- Coastal observatories for monitoring of fish behaviour and their responses to environmental changes
- (2015) J. Aguzzi et al. REVIEWS IN FISH BIOLOGY AND FISHERIES
- BichiCAM, an Underwater Automated Video Tracking System for the Study of Migratory Dynamics of Benthic Diadromous Species in Streams
- (2015) G. Boussarie et al. RIVER RESEARCH AND APPLICATIONS
- The use of acoustic cameras in shallow waters: new hydroacoustic tools for monitoring migratory fish population. A review of DIDSON technology
- (2014) François Martignac et al. FISH AND FISHERIES
- Silent fish surveys: bubble-free diving highlights inaccuracies associated with SCUBA-based surveys in heavily fished areas
- (2014) Steven J. Lindfield et al. Methods in Ecology and Evolution
- A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage
- (2013) Bastiaan J. Boom et al. Ecological Informatics
- Comparing aquatic and terrestrial grazing ecosystems: is the grass really greener?
- (2013) Deron E. Burkepile OIKOS
- Thresholds of ecosystem response to nutrient enrichment from fish aggregations
- (2012) Craig A. Layman et al. ECOLOGY
- VideoSolo, an autonomous video system for high-frequency monitoring of aquatic biota, applied to coral reef fishes in the Glorioso Islands (SWIO)
- (2012) Pascale Chabanet et al. JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY
- Shelters and Their Use by Fishes on Fringing Coral Reefs
- (2012) Alexandre Ménard et al. PLoS One
- The effect of coral morphology on shelter selection by coral reef fishes
- (2011) J. T. Kerry et al. CORAL REEFS
- Bias associated with baited camera sites for assessing population characteristics of deer
- (2011) J. Clint Mccoy et al. JOURNAL OF WILDLIFE MANAGEMENT
- Validating the use of baited remote underwater video surveys for assessing the diversity, distribution and abundance of sharks in the Bahamas
- (2011) EJ Brooks et al. Endangered Species Research
- A comparison of two survey methods: differences between underwater visual census and baited remote underwater video
- (2009) MA Colton et al. MARINE ECOLOGY PROGRESS SERIES
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now