Deep learning for automated analysis of fish abundance: the benefits of training across multiple habitats

Linking threat maps with management to guide conservation investment

(2020) Vivitskaia J.D. Tulloch et al.   BIOLOGICAL CONSERVATION

Automating the Analysis of Fish Abundance Using Object Detection: Optimizing Animal Ecology With Deep Learning

(2020) Ellen M. Ditria et al.   Frontiers in Marine Science

Optimizing video sampling for juvenile fish surveys: Using deep learning and evaluation of assumptions to produce critical fisheries parameters

(2020) Marcus Sheaves et al.   FISH AND FISHERIES

A State-of-the-Art Survey on Deep Learning Theory and Architectures

(2019) Md Zahangir Alom et al.   Electronics

Automatic fish detection in underwater videos by a deep neural network-based hybrid motion learning system

(2019) Ahmad Salman et al.   ICES JOURNAL OF MARINE SCIENCE

Field Experiments and Meta-analysis Reveal Wetland Vegetation as a Crucial Element in the Coastal Protection Paradigm

(2019) Brian R. Silliman et al.   CURRENT BIOLOGY

Real-time fish detection in complex backgrounds using probabilistic background modelling

(2019) Ahmad Salman et al.   Ecological Informatics

The Role of Vegetated Coastal Wetlands for Marine Megafauna Conservation

(2019) Michael Sievers et al.   TRENDS IN ECOLOGY & EVOLUTION

Marine recreational fishing and the implications of climate change

(2019) Bryony L. Townhill et al.   FISH AND FISHERIES

Applications for deep learning in ecology

(2019) Sylvain Christin et al.   Methods in Ecology and Evolution

Improving Pantanal fish species recognition through taxonomic ranks in convolutional neural networks

(2019) Anderson Aparecido dos Santos et al.   Ecological Informatics

A Deep learning method for accurate and fast identification of coral reef fishes in underwater images

(2018) Sébastien Villon et al.   Ecological Informatics

Latitudinal variation in seagrass herbivory: Global patterns and explanatory mechanisms

(2018) Adriana Vergés et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

A computer vision for animal ecology

(2017) Ben G. Weinstein   JOURNAL OF ANIMAL ECOLOGY

Latitudinal change in the distribution of luderick Girella tricuspidata (Pisces: Girellidae) associated with increasing coastal water temperature in eastern Australia

(2017) B. R. Pollock   MARINE AND FRESHWATER RESEARCH

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Analysing Domain Shift Factors between Videos and Images for Object Detection

(2016) Vicky Kalogeiton et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Biodiversity: The ravages of guns, nets and bulldozers

(2016) Sean L. Maxwell et al.   NATURE

What is Big BRUVver up to? Methods and uses of baited underwater video

(2016) Sasha K. Whitmarsh et al.   REVIEWS IN FISH BIOLOGY AND FISHERIES

Does the abundance of girellids and kyphosids correlate with cover of the palatable green algae,Ulvaspp.? A test on temperate rocky intertidal reefs

(2015) A. M. Ferguson et al.   JOURNAL OF FISH BIOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Habitat-specific food webs and trophic interactions supporting coastal-dependent fishery species: an Australian case study

(2015) Kátya G. Abrantes et al.   REVIEWS IN FISH BIOLOGY AND FISHERIES

Mangrove Habitat Use by Juvenile Reef Fish: Meta-Analysis Reveals that Tidal Regime Matters More than Biogeographic Region

(2015) Mathias M. Igulu et al.   PLoS One

How much wetland has the world lost? Long-term and recent trends in global wetland area

(2014) Nick C. Davidson   MARINE AND FRESHWATER RESEARCH

Identification of global marine hotspots: sentinels for change and vanguards for adaptation action

(2013) Alistair J. Hobday et al.   REVIEWS IN FISH BIOLOGY AND FISHERIES

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION