Real-time detection and tracking of fish abnormal behavior based on improved YOLOV5 and SiamRPN++

YOLO fish detection with Euclidean tracking in fish farms

(2021) Youssef Wageeh et al.   Journal of Ambient Intelligence and Humanized Computing

Real-time detection of uneaten feed pellets in underwater images for aquaculture using an improved YOLO-V4 network

(2021) Xuelong Hu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

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

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

Low salinity induced challenges in the hardy fish Heteropneustes fossilis; future prospective of aquaculture in near coastal zones

(2021) Abhipsa Bal et al.   AQUACULTURE

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

(2020) Xinting Yang et al.   Reviews in Aquaculture

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

(2019) Chao Zhou et al.   AQUACULTURE

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

Representation of freshwater aquaculture fish behavior in low dissolved oxygen condition based on 3D computer vision

(2018) Y. J. Bao et al.   MODERN PHYSICS LETTERS B

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Spatial behavioral characteristics and statistics-based kinetic energy modeling in special behaviors detection of a shoal of fish in a recirculating aquaculture system

(2016) Jian Zhao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Research on realizing the 3D occlusion tracking location method of fish's school target

(2016) Jiafa Mao et al.   NEUROCOMPUTING

High-Speed Tracking with Kernelized Correlation Filters

(2015) Joao F. Henriques et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated visual tracking for studying the ontogeny of zebrafish swimming

(2008) E. Fontaine et al.   JOURNAL OF EXPERIMENTAL BIOLOGY