Artificial intelligence for fish behavior recognition may unlock fishing gear selectivity

Features and Always-On Wake-Up Detectors for Sparse Acoustic Event Detection

(2022) Marko Gazivoda et al.   Electronics

A Detailed Analysis of the Effect of Different Environmental Factors on Fish Phototactic Behavior: Directional Fish Guiding and Expelling Technique

(2022) Jiawei Xu et al.   Animals

Species separation efficiency and effect of artificial lights with a horizonal grid in the Basque bottom trawl fishery

(2022) E. Cuende et al.   OCEAN & COASTAL MANAGEMENT

A low-cost, long-term underwater camera trap network coupled with deep residual learning image analysis

(2022) Stephanie M. Bilodeau et al.   PLoS One

Monitoring fish using imaging sonar: Capacity, challenges and future perspective

(2022) Yaoguang Wei et al.   FISH AND FISHERIES

Chasing Carbon: The Elusive Environmental Footprint of Computing

(2022) Udit Gupta et al.   IEEE MICRO

Using fish behavior to design a fish pot: Black seabream (Spondyliosoma cantharus) case study

(2022) Sonia Méhault et al.   Frontiers in Marine Science

Machine learning applied to big data from marine cabled observatories: A case study of sablefish monitoring in the NE Pacific

(2022) Federico Bonofiglio et al.   Frontiers in Marine Science

A systematic review of sensory deterrents for bycatch mitigation of marine megafauna

(2022) Sol Lucas et al.   REVIEWS IN FISH BIOLOGY AND FISHERIES

Multi-stream fish detection in unconstrained underwater videos by the fusion of two convolutional neural network detectors

(2021) Abdelouahid Ben Tamou et al.   APPLIED INTELLIGENCE

Exploring the potential to use low cost imaging and an open source convoluted neural network detector to support stock assessment of the king scallop (Pecten maximus)

(2021) Katja Ovchinnikova et al.   Ecological Informatics

An assistive computer vision tool to automatically detect changes in fish behavior in response to ambient odor

(2021) Sreya Banerjee et al.   Scientific Reports

Automatic individual non-invasive photo-identification of fish (Sumatra barb Puntigrus tetrazona) using visible patterns on a body

(2021) Dinara Bekkozhayeva et al.   AQUACULTURE INTERNATIONAL

Deep neural network-based real time fish detection method in the scene of marine fishing supervision

(2021) Junpeng Li et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

A review of bycatch reduction in demersal fish trawls

(2021) Steven J. Kennelly et al.   REVIEWS IN FISH BIOLOGY AND FISHERIES

Zebrafish tracking using YOLOv2 and Kalman filter

(2021) Marta de Oliveira Barreiros et al.   Scientific Reports

Annotated Video Footage for Automated Identification and Counting of Fish in Unconstrained Seagrass Habitats

(2021) Ellen M. Ditria et al.   Frontiers in Marine Science

Temperate fish detection and classification: a deep learning based approach

(2021) Kristian Muri Knausgård et al.   APPLIED INTELLIGENCE

The effect of LED lights on trap catches in Finnish inland fisheries

(2021) Timo J. Ruokonen et al.   FISHERIES MANAGEMENT AND ECOLOGY

A hierarchical 3D-motion learning framework for animal spontaneous behavior mapping

(2021) Kang Huang et al.   Nature Communications

Automatic detection of fish and tracking of movement for ecology

(2021) Sebastian Lopez‐Marcano et al.   Ecology and Evolution

A real‐world dataset and data simulation algorithm for automated fish species identification

(2021) Vaneeda Allken et al.   Geoscience Data Journal

Automating the analysis of fish grazing behaviour from videos using image classification and optical flow

(2021) Ellen M. Ditria et al.   ANIMAL BEHAVIOUR

Acoustic and visual stimuli combined promote stronger responses to aerial predation in fish

(2021) Juliane Lukas et al.   BEHAVIORAL ECOLOGY

Identification methodology of special behaviors for fish school based on spatial behavior characteristics

(2021) Xiaoning Yu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Automatic underwater fish species classification with limited data using few-shot learning

(2021) Sébastien Villon et al.   Ecological Informatics

Real-time nondestructive fish behavior detecting in mixed polyculture system using deep-learning and low-cost devices

(2021) Jun Hu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Exploring new netting material for fishing: the low light level of a luminous netting negatively influences species separation in trawls

(2021) Junita Diana Karlsen et al.   ICES JOURNAL OF MARINE SCIENCE

Learning swimming escape patterns for larval fish under energy constraints

(2021) Ioannis Mandralis et al.   Physical Review Fluids

Efficient Binarized Convolutional Layers for Visual Inspection Applications on Resource-Limited FPGAs and ASICs

(2021) Taylor Simons et al.   Electronics

Automatic Recognition of Fish Behavior with a Fusion of RGB and Optical Flow Data Based on Deep Learning

(2021) Guangxu Wang et al.   Animals

Multi-level residual network VGGNet for fish species classification

(2021) Eko Prasetyo et al.   Journal of King Saud University-Computer and Information Sciences

Fish species recognition using transfer learning techniques

(2021) Jaisakthi Seetharani Murugaiyan et al.   International Journal of Advances in Intelligent Informatics

Recent advances in intelligent recognition methods for fish stress behavior

(2021) Daoliang Li et al.   AQUACULTURAL ENGINEERING

A deep learning-based method to identify and count pelagic and mesopelagic fishes from trawl camera images

(2021) Vaneeda Allken et al.   ICES JOURNAL OF MARINE SCIENCE

A Deep Learning Approach to Assist Sustainability of Demersal Trawling Operations

(2021) Maria Sokolova et al.   Sustainability

Photo Identification of Individual Salmo trutta Based on Deep Learning

(2021) Marius Pedersen et al.   Applied Sciences-Basel

Multiple Object Tracking in Deep Learning Approaches: A Survey

(2021) Yesul Park et al.   Electronics

Improved Accuracy for Automated Counting of a Fish in Baited Underwater Videos for Stock Assessment

(2021) Rod M. Connolly et al.   Frontiers in Marine Science

Using knowledge of behaviour and optic physiology to improve fish passage through culverts

(2020) Matthew Jon Jones et al.   FISH AND FISHERIES

Artificial light improves escapement of fish from a trawl net

(2020) Lucy K. Southworth et al.   JOURNAL OF THE MARINE BIOLOGICAL ASSOCIATION OF THE UNITED KINGDOM

Editorial: From Stimulus to Behavioral Decision-Making

(2020) Gérard Manière et al.   Frontiers in Behavioral Neuroscience

Automatic recognition methods of fish feeding behavior in aquaculture: A review

(2020) Daoliang Li et al.   AQUACULTURE

Fish detection and species classification in underwater environments using deep learning with temporal information

(2020) Ahsan Jalal et al.   Ecological Informatics

Water resource development and sturgeon (Acipenseridae): state of the science and research gaps related to fish passage, entrainment, impingement and behavioural guidance

(2020) S. J. Cooke et al.   REVIEWS IN FISH BIOLOGY AND FISHERIES

A Time-Extended (24 h) Baited Remote Underwater Video (BRUV) for Monitoring Pelagic and Nocturnal Marine Species

(2020) Agusti Torres et al.   Journal of Marine Science and Engineering

Deep learning for smart fish farming: applications, opportunities and challenges

(2020) Xinting Yang et al.   Reviews in Aquaculture

Comparative analysis of noise effects on wild and captive freshwater fish behaviour

(2020) Rachel H. Pieniazek et al.   ANIMAL BEHAVIOUR

Computer Vision Models in Intelligent Aquaculture with Emphasis on Fish Detection and Behavior Analysis: A Review

(2020) Ling Yang et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Improved deep learning framework for fish segmentation in underwater videos

(2020) Nawaf Farhan Funkur Alshdaifat et al.   Ecological Informatics

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

(2020) Ellen M. Ditria et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Prediction of square mesh panel and codend size selectivity of blue whiting based on fish morphology

(2020) Elsa Cuende et al.   ICES JOURNAL OF MARINE SCIENCE

Evaluation of Visible Light as a Cue for Guiding Downstream Migrant Juvenile Sea Lamprey

(2020) Alex Haro et al.   TRANSACTIONS OF THE AMERICAN FISHERIES SOCIETY

A field and video annotation guide for baited remote underwater stereo‐video surveys of demersal fish assemblages

(2020) Tim Langlois et al.   Methods in Ecology and Evolution

A realistic fish-habitat dataset to evaluate algorithms for underwater visual analysis

(2020) Alzayat Saleh et al.   Scientific Reports

Automatic Classification of Cichlid Behaviors Using 3D Convolutional Residual Networks

(2020) Lijiang Long et al.   iScience

Automatic fish counting method using image density grading and local regression

(2020) Lu Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Use of artificial illumination to reduce Pacific halibut bycatch in a U.S. West Coast groundfish Bottom trawl

(2020) Mark J.M. Lomeli et al.   FISHERIES RESEARCH

Learning-based low-illumination image enhancer for underwater live crab detection

(2020) Shuo Cao et al.   ICES JOURNAL OF MARINE SCIENCE

Underwater Image Fish Recognition Technology Based on Transfer Learning and Image Enhancement

(2020) Hongchun Yuan et al.   JOURNAL OF COASTAL RESEARCH

A methodological framework for characterizing fish swimming and escapement behaviors in trawls

(2020) Marianne Robert et al.   PLoS One

Evaluating the role of bycatch reduction device design and fish behavior on Pacific salmon (Oncorhynchus spp.) escapement rates from a pelagic trawl

(2020) Noëlle Yochum et al.   FISHERIES RESEARCH

Three-dimensional time-resolved trajectories from laboratory insect swarms

(2019) Michael Sinhuber et al.   Scientific Data

An overview of fish bioacoustics and the impacts of anthropogenic sounds on fishes

(2019) Arthur N. Popper et al.   JOURNAL OF FISH BIOLOGY

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

Evaluation of fish feeding intensity in aquaculture using a convolutional neural network and machine vision

(2019) Chao Zhou et al.   AQUACULTURE

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

(2019) Ahmad Salman et al.   Ecological Informatics

DIY Automated Feeding and Motion Recording System for the Analysis of Fish Behavior

(2019) Christian Pylatiuk et al.   SLAS Technology

An evaluation of European initiatives established to encourage industry‐led development of selective fishing gears

(2019) Jordan Feekings et al.   FISHERIES MANAGEMENT AND ECOLOGY

Automatic Fish Species Classification Using Deep Convolutional Neural Networks

(2019) Muhammad Ather Iqbal et al.   WIRELESS PERSONAL COMMUNICATIONS

Abnormal Water Quality Monitoring Based on Visual Sensing of Three-Dimensional Motion Behavior of Fish

(2019) Shuhong Cheng et al.   Symmetry-Basel

The effect of artificial illumination on Chinook salmon behavior and their escapement out of a midwater trawl bycatch reduction device

(2019) Mark J.M. Lomeli et al.   FISHERIES RESEARCH

Fish movements and schooling behavior across the tidal channel in a Mediterranean coastal lagoon: An automated approach using acoustic imaging

(2019) Fabrizio Capoccioni et al.   FISHERIES RESEARCH

Stimulating release of undersized fish through a square mesh panel in the Basque otter trawl fishery

(2019) Elsa Cuende et al.   FISHERIES RESEARCH

Deep learning in video multi-object tracking: A survey

(2019) Gioele Ciaparrone et al.   NEUROCOMPUTING

Acoustic deterrents to manage fish populations

(2019) R. L. Putland et al.   REVIEWS IN FISH BIOLOGY AND FISHERIES

A spatio-temporal recurrent network for salmon feeding action recognition from underwater videos in aquaculture

(2019) Håkon Måløy et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Modified motion influence map and recurrent neural network-based monitoring of the local unusual behaviors for fish school in intensive aquaculture

(2018) Jian Zhao et al.   AQUACULTURE

Generative Adversarial Networks: An Overview

(2018) Antonia Creswell et al.   IEEE SIGNAL PROCESSING MAGAZINE

Comparison of Visually Guided Flight in Insects and Birds

(2018) Douglas L. Altshuler et al.   Frontiers in Neuroscience

OUP accepted manuscript

(2018)   ICES JOURNAL OF MARINE SCIENCE

Tracking Fish Abundance by Underwater Image Recognition

(2018) Simone Marini et al.   Scientific Reports

Underwater Object Recognition Based on Deep Encoding-Decoding Network

(2018) Xinhua Wang et al.   Journal of Ocean University of China

Zebrafish aggression on the sub-second time scale: evidence for mutual motor coordination and multi-functional attack manoeuvres

(2018) Andres Laan et al.   Royal Society Open Science

Deep learning to frame objects for visual target tracking

(2017) Shuchao Pang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Effectiveness of fully documented fisheries to estimate discards in a participatory research scheme

(2017) Lars O. Mortensen et al.   FISHERIES RESEARCH

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

Automatic Bluefin Tuna sizing using a stereoscopic vision system

(2017) Pau Muñoz-Benavent et al.   ICES JOURNAL OF MARINE SCIENCE

Size-dependent social attraction and repulsion explains the decision of Atlantic cod Gadus morhua to enter baited pots

(2017) N. Anders et al.   JOURNAL OF FISH BIOLOGY

Underwater Optical Image Processing: a Comprehensive Review

(2017) Huimin Lu et al.   MOBILE NETWORKS & APPLICATIONS

A novel mechanism for mechanosensory-based rheotaxis in larval zebrafish

(2017) Pablo Oteiza et al.   NATURE

Discrete modes of social information processing predict individual behavior of fish in a group

(2017) Roy Harpaz et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Development of a Video Trawl Survey System for New England Groundfish

(2017) Gregory R. DeCelles et al.   TRANSACTIONS OF THE AMERICAN FISHERIES SOCIETY

Editorial: Artificial Neural Networks as Models of Neural Information Processing

(2017) Marcel van Gerven et al.   Frontiers in Computational Neuroscience

The effects of external cues on individual and collective behavior of shoaling fish

(2017) Timothy M. Schaerf et al.   Science Advances

Square mesh panels in demersal trawls: does lateral positioning enhance fish contact probability?

(2016) Juan Santos et al.   AQUATIC LIVING RESOURCES

Fish identification from videos captured in uncontrolled underwater environments

(2016) Faisal Shafait et al.   ICES JOURNAL OF MARINE SCIENCE

Species specific behaviour and catchability of gadoid fish to floated and bottom set pots

(2016) Neil Anders et al.   ICES JOURNAL OF MARINE SCIENCE

Underwater image processing method for fish localization and detection in submarine environment

(2016) Mohcine Boudhane et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Fish species classification in unconstrained underwater environments based on deep learning

(2016) Ahmad Salman et al.   LIMNOLOGY AND OCEANOGRAPHY-METHODS

DeepFish: Accurate underwater live fish recognition with a deep architecture

(2016) Hongwei Qin et al.   NEUROCOMPUTING

Automatic 3D tracking system for large swarm of moving objects

(2016) Ye Liu et al.   PATTERN RECOGNITION

Infrared reflection system for indoor 3D tracking of fish

(2015) Aliaksandr Pautsina et al.   AQUACULTURAL ENGINEERING

Modeling and Analysis in Marine Big Data: Advances and Challenges

(2015) Dongmei Huang et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE

Automated Fish Detection in Underwater Images Using Shape-Based Level Sets

(2015) Mehdi Ravanbakhsh et al.   PHOTOGRAMMETRIC RECORD

Coastal observatories for monitoring of fish behaviour and their responses to environmental changes

(2015) J. Aguzzi et al.   REVIEWS IN FISH BIOLOGY AND FISHERIES

School density affects the strength of collective avoidance responses in wild-caught Atlantic herringClupea harengus: a simulated predator encounter experiment

(2014) G. Rieucau et al.   JOURNAL OF FISH BIOLOGY

Automatic Realistic Real Time Stimulation/Recording in Weakly Electric Fish: Long Time Behavior Characterization in Freely Swimming Fish and Stimuli Discrimination

(2014) Caroline G. Forlim et al.   PLoS One

Automatically Detect and Track Multiple Fish Swimming in Shallow Water with Frequent Occlusion

(2014) Zhi-Ming Qian et al.   PLoS One

Automatic identification of species with neural networks

(2014) Andrés Hernández-Serna et al.   PeerJ

The effect of disparate information on individual fish movements and emergent group behavior

(2013) S. C. Stienessen et al.   BEHAVIORAL ECOLOGY

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Real-world underwater fish recognition and identification, using sparse representation

(2013) Yi-Hao Hsiao et al.   Ecological Informatics

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

DeepVision in-trawl imaging: Sampling the water column in four dimensions

(2013) Shale Rosen et al.   FISHERIES RESEARCH

Video-Based Human Behavior Understanding: A Survey

(2013) Paulo Vinicius Koerich Borges et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Recent advances in emerging imaging techniques for non-destructive detection of food quality and safety

(2013) Quansheng Chen et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Environmental light color affects the stress response of Nile tilapia

(2013) Caroline Marques Maia et al.   ZOOLOGY

Linking sensory biology and fisheries bycatch reduction in elasmobranch fishes: a review with new directions for research

(2013) L. K. Jordan et al.   Conservation Physiology

ROV-based Underwater Vision System for Intelligent Fish Ethology Research

(2013) Rui Nian et al.   International Journal of Advanced Robotic Systems

A review of parametric acoustic array in air

(2012) Woon-Seng Gan et al.   APPLIED ACOUSTICS

Evaluating the behavioral impairment of escaping fish can help measure the effectiveness of bycatch reduction devices

(2012) Robert W. Hannah et al.   FISHERIES RESEARCH

Fish avoidance of research vessels and the efficacy of noise-reduced vessels: a review

(2012) A. De Robertis et al.   ICES JOURNAL OF MARINE SCIENCE

Behavior of captive herring exposed to naval sonar transmissions (1.0–1.6 kHz) throughout a yearly cycle

(2012) Lise Doksæter et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Understanding fish behavior during typhoon events in real-life underwater environments

(2012) Concetto Spampinato et al.   MULTIMEDIA TOOLS AND APPLICATIONS

The emerging field of electrosensory and semiochemical shark repellents: Mechanisms of detection, overview of past studies, and future directions

(2012) Craig P. O'Connell et al.   OCEAN & COASTAL MANAGEMENT

Near-infrared orientation of Mozambique tilapia Oreochromis mossambicus

(2012) Denis Shcherbakov et al.   ZOOLOGY

A computer-vision system and methodology for the analysis of fish behavior

(2011) Vassilis M. Papadakis et al.   AQUACULTURAL ENGINEERING

Assessment of permanent magnets and electropositive metals to reduce the line-based capture of Galapagos sharks, Carcharhinus galapagensis

(2011) W.D. Robbins et al.   FISHERIES RESEARCH

Measuring Complex Behavior Patterns in Fish—Effects of Endocrine Disruptors on the Guppy Reproductive Behavior

(2011) Erik Baatrup   HUMAN AND ECOLOGICAL RISK ASSESSMENT

Pedestrian Detection: An Evaluation of the State of the Art

(2011) P. Dollar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Flight Orientation Behaviors Promote Optimal Migration Trajectories in High-Flying Insects

(2010) J. W. Chapman et al.   SCIENCE

Separate encoding of vertical and horizontal components of space during orientation in fish

(2009) Robert I. Holbrook et al.   ANIMAL BEHAVIOUR

Exploration behaviour and flight response toward a stimulus in three sea bass strains (Dicentrarchus labrax L.)

(2009) Sandie Millot et al.   APPLIED ANIMAL BEHAVIOUR SCIENCE

A study of fish behaviour in the extension of a demersal trawl using a multi-compartment separator frame and SIT camera system

(2009) Ludvig A. Krag et al.   FISHERIES RESEARCH

Selectivity of diamond, square and hexagonal mesh codends for Atlantic horse mackerelTrachurus trachurus, European hakeMerluccius merluccius, and greater forkbeardPhycis blennoidesin the eastern Mediterranean

(2009) C. Aydın et al.   JOURNAL OF APPLIED ICHTHYOLOGY

Light colour influences the behaviour and stress physiology of captive tench (Tinca tinca)

(2009) Matthew A. G. Owen et al.   REVIEWS IN FISH BIOLOGY AND FISHERIES

The influence of towing speed and fish density on the behaviour of haddock in a trawl cod-end

(2008) Emma G. Jones et al.   FISHERIES RESEARCH

Field investigation of rare-earth metal as a deterrent to spiny dogfish in the Pacific halibut fishery

(2008) Steve Kaimmer et al.   FISHERIES RESEARCH

Herding and escaping responses of juvenile roundfish to square mesh window in a trawl cod end

(2008) Yong-Hae KIM et al.   FISHERIES SCIENCE

Can a low-gradient vertical-slot fishway provide passage for a lowland river fish community?

(2008) Ivor G. Stuart et al.   MARINE AND FRESHWATER RESEARCH

Water shrews detect movement, shape, and smell to find prey underwater

(2008) K. C. Catania et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA