Research + software

01Engineering Cybernetics 02Embedded Systems 03AI × Robotics

01 / SOFTWARE

Selected software

GitHub index

02 / PUBLICATIONS

Research articles 16

2026 Evaluating the effect of image quantity on Gaussian Splatting: A statistical perspectiveComputer Vision and Image Understanding · Journal article 2026 Fast 3D Foundation Model Initialized Gaussian SplattingarXiv · Preprint 2025 ScatteringSplatting: Capturing Minute Details Using Deep Learning-Aided Gaussian SplattingICCMA 2025 · Conference paper 2024 Gaussian Splatting: 3D Reconstruction and Novel View Synthesis: A ReviewIEEE Access · Journal article 2024 Optimizing Autonomous Vehicle Racing Using Reinforcement Learning with Pre-trained Embeddings for Dimensionality ReductionSGAI 2024 · Conference paper 2023 A contrastive learning approach for individual re-identification in a wild fish populationNLDL 2023 · Conference paper 2023 Loss and Reward Weighing for Increased Learning in Distributed Reinforcement LearningarXiv · Preprint 2022 Accurate Wound and Lice Detection in Atlantic Salmon Fish Using a Convolutional Neural NetworkFishes · Journal article 2022 Unlocking the potential of deep learning for marine ecology: overview, applications, and outlookICES Journal of Marine Science · Journal article 2022 Temperate fish detection and classification: a deep learning based approachApplied Intelligence · Journal article 2022 Development of a Simulator for Prototyping Reinforcement Learning-Based Autonomous CarsInformatics · Journal article 2022 An Accurate Convolutional Neural Networks Approach to Wound Detection for Farmed SalmonEANN 2022 · Conference paper 2022 Towards Using Reinforcement Learning for Autonomous Docking of Unmanned Surface VehiclesEANN 2022 · Conference paper 2021 Branch-Manoeuvring Capable Pipe Cleaning Robot for Aquaponic SystemsINTAP 2021 · Conference paper 2021 An Evaluation of Autonomous Car Simulators and Their Applicability for Supervised and Reinforcement LearningINTAP 2021 · Conference paper 2019 Biometric Fish Classification of Temperate Species Using Convolutional Neural Network with Squeeze-and-ExcitationIEA/AIE 2019 · Conference paper

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