Blar i Institutt for Biologiske fag Ålesund på forfatter "Zhang, Houxiang"
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An Integrated Approach to Modelling Fish Cage Response in the Flow
Gao, Sihan; Gansel, Lars Christian; Li, Guoyuan; Zhang, Houxiang (Peer reviewed; Journal article, 2021)Noticeable progress has been made in recent years regarding sensor-based monitoring and model-based simulation of sea cage response. The discrepancy between measured data and simulation results can cause confusion about ... -
NorFisk: fish image dataset from Norwegian fish farms for species recognition using deep neural networks
Crescitelli, Alberto Maximiliano; Gansel, Lars Christian; Zhang, Houxiang (Peer reviewed; Journal article, 2021)Long-term autonomous monitoring of wild fish populations surrounding fish farms can contribute to a better understanding of interactions between wild and farmed fish, which can have wide-ranging implications for disease ... -
Real-time prediction of fish cage behaviors under varying currents using deep neural network
Gao, Sihan; Han, Peihua; Gansel, Lars Christian; Li, Guoyuan; Zhang, Houxiang (Chapter, 2023)This paper presents a Deep Neural Network (DNN) model for rapid and low-cost prediction of fish cage behavior under varying currents. We employ a numerical model of the fish cage created in Orcaflex and a set of current ...