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Showing results 1-50 of 50
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2024
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Ohrem, Sveinung Johan; Kelasidi, Eleni; Xanthidis, Marios; Amundsen, Herman Biørn; Nissen, Oscar; Haugaløkken, Bent Oddvar Arnesen; Evjemo, Linn Danielsen; Skaldebø, Martin Breivik; Saad, Aya. Aquaculture Robotics Research at SINTEF Ocean - Autonomy, navigation, and motion planning dedicated to improve efficiency, safety and fish welfare. North Atlantic Seafood Forum 2024; 2024-03-05 - 2024-03-07 OCEAN
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2. |
Ohrem, Sveinung Johan; Kelasidi, Eleni; Xanthidis, Marios; Amundsen, Herman Biørn; Nissen, Oscar; Haugaløkken, Bent Oddvar Arnesen; Skaldebø, Martin Breivik; Evjemo, Linn Danielsen; Saad, Aya. Aquaculture Robotics Research at SINTEF Ocean - Autonomy, navigation, and motion planning dedicated to improve efficiency, safety and fish welfare. Aquaculture America 2024; 2024-02-18 - 2024-02-21 OCEAN
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3. |
Saad, Aya; Jakobsen, Stian Mjelde; Bondø, Morten Steen; Mulelid, Mats Aarsland; Kelasidi, Eleni. StereoYolo+DeepSORT: A Framework to Track Fish from Underwater Stereo Camera in Situ. Proceedings of SPIE, the International Society for Optical Engineering 2024 OCEAN NTNU
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2023
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4. |
Ansari, Sadaf; Desai, Dattesh V.; Saad, Aya; Stahl, Annette. Implications of single-stage deep learning networks in real-time zooplankton identification. Current Science 2023 ;Volume 125.(11) p. 1259-1266 NTNU OCEAN
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5. |
Saad, Aya. A Smart Web-Based Platform for Aquaculture Systems Empowered by Intelligent Agents. Invited talk; 2023-11-08 - 2023-11-08 OCEAN
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Saad, Aya; Jakobsen, Stian; Bondø, Morten Steen; Mulelid, Mats Aarsland; Kelasidi, Eleni. StereoYolo+DeepSORT: A Framework to Track Fish from Underwater Stereo Camera in Situ - Presentation. 2023 The 16th International Conference on Machine Vision; 2023-11-15 - 2023-11-18 NTNU OCEAN
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7. |
Saad, Aya; Nissen, Oscar; Bjørnson, Finn Olav. Aquagraph: A Powerful Data Visualization Tool (A Game Changer for Aquaculture). Advanced Aquaculture Technology Robotics and Digital Solutions in 2023; 2023-08-23 - 2023-08-23 NTNU OCEAN
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8. |
Saad, Aya; Su, Biao; Bjørnson, Finn Olav. A Web-Based Platform for Efficient and Robust Simulation of Aquaculture Systems using Integrated Intelligent Agents. Procedia Computer Science 2023 ;Volume 225. p. 4560-4569 OCEAN
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9. |
Saad, Aya; Su, Biao; Bjørnson, Finn Olav. A Web-Based Platform for Efficient and Robust Simulation of Aquaculture Systems using Integrated Intelligent Agents - Presentation. The 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems; 2023-09-06 - 2023-09-08 NTNU OCEAN
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2022
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10. |
Borgersen, Jonas Nagell; Saad, Aya; Stahl, Annette. MOG: a background extraction approach for data augmentation of time-series images in deep learning segmentation. Proceedings of SPIE, the International Society for Optical Engineering 2022 ;Volume 12084. p. - NTNU
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11. |
Nissen, Oscar; Eilertsen, Espen; Ohrem, Sveinung Johan; Saad, Aya; Bjørnson, Finn Olav. Aquagraph: Et rammeverk for å visualisere og optimalisere produksjonen og prosessene i havbruksnæringen. Havbruk 2022; 2022-10-19 - 2022-10-21 OCEAN
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12. |
Ohrem, Sveinung Johan; Eilertsen, Espen; Saad, Aya; Nissen, Oscar; Bjørnson, Finn Olav. Nye verktøy for bedre oversikt. Seminar om fremtidens antallskontroll i havbruk; 2022-09-08 - 2022-09-08 OCEAN
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13. |
Saad, Aya; Håkansson, Anne. RAMARL: Robustness Analysis with Multi-Agent Reinforcement Learning - Robust Reasoning in Autonomous Cyber-Physical Systems. Procedia Computer Science 2022 ;Volume 207. p. 3662-3671 NTNU UiT OCEAN
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14. |
Saad, Aya; Nissen, Oscar; Eilertsen, Espen; Bjørnson, Finn Olav; Norheim Hagtun, Tore; Aspaas, Odd Gunnar; Artemis Baikas, Alexia; Ohrem, Sveinung Johan. Towards Improved Visualization and Optimization of Aquaculture Production Process. Procedia Computer Science 2022 ;Volume 207. p. 3439-3448 OCEAN
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15. |
Salvesen, Eivind; Saad, Aya; Stahl, Annette. Robust Deep Unsupervised Learning Framework to Discover Unseen Plankton Species. Proceedings of SPIE, the International Society for Optical Engineering 2022 ;Volume 12084. p. - NTNU
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2021
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16. |
Borgersen, Jonas; Saad, Aya; Stahl, Annette. MOG: a background extraction approach for data augmentation of time-series images in deep learning segmentation. 14th International Conference on Machine Vision - ICMV 2021; 2021-11-08 - 2021-11-12 NTNU
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17. |
Borgersen, Jonas. Attention Segmentation Approaches for Plankton Images Captured in-Situ. Trondheim: Fakultet for informasjonsteknologi og elektroteknikk, Institutt for teknisk kybernetikk 2021 83 p. NTNU
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18. |
Gjærum, Vilde Benoni; Håkansson, Anne; Robinson, Haakon; Saad, Aya; Sadanandan Anand, Akhil; Seel, Katrine. The International Robust AI Workshop. The 25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems; 2021-09-08 - 2021-09-10 UiT NTNU
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19. |
Haug, Martin Lund; Saad, Aya; Stahl, Annette. A combined informative and representative active learning approach for plankton taxa labeling. Proceedings of SPIE, the International Society for Optical Engineering 2021 ;Volume 11878. p. - NTNU
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20. |
Haug, Martin Lund; Saad, Aya; Stahl, Annette. CIRAL: a hybrid active learning framework for plankon taxa labeling. IFAC-PapersOnLine 2021 ;Volume 54.(16) p. 450-457 NTNU
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21. |
Haug, Martin; Saad, Aya; Stahl, Annette. A combined informative and representative active learning approach for plankton taxa labeling. 14th International Conference on Machine Vision - ICMV 2021; 2021-11-08 - 2021-11-12 NTNU
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22. |
Haug, Martin; Saad, Aya; Stahl, Annette. CIRAL: a hybrid active learning framework for plankon taxa labeling. 13th IFAC Conference on Control Applications in Marine Systems, Robotics, and Vehicles IFAC CAMS; 2021-09-22 - 2021-09-24 NTNU
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23. |
Haug, Martin. Appling active learning techniques in machine learning to minimize labeling effort. : Fakultet for informasjonsteknologi og elektroteknikk, Institutt for teknisk kybernetikk 2021 122 p. NTNU
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24. |
Håkansson, Anne; Saad, Aya; Sadanandan Anand, Akhil; Gjærum, Vilde Benoni; Robinson, Haakon; Seel, Katrine. Robust Reasoning for Autonomous Cyber-Physical Systems in Dynamic Environments. Procedia Computer Science 2021 ;Volume 192. p. 3966-3978 UiT NTNU
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25. |
Saad, Aya; Bergum, Sondre Aleksander; Stahl, Annette. An instance segmentation framework for in-situ plankton taxa assessment. Proceedings of SPIE, the International Society for Optical Engineering 2021 ;Volume 11605. p. - NTNU
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26. |
Sadanandan Anand, Akhil; Seel, Katrine; Gjærum, Vilde Benoni; Håkansson, Anne; Robinson, Haakon; Saad, Aya. Safe Learning for Control using Control Lyapunov Functions and Control Barrier Functions: A Review. Procedia Computer Science 2021 ;Volume 192. p. 3987-3997 UiT NTNU
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27. |
Salvesen, Eivind; Saad, Aya; Stahl, Annette. Robust Deep Unsupervised Learning Framework to Discover Unseen Plankton Species. 14th International Conference on Machine Vision; 2021-11-08 - 2021-11-12 NTNU
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28. |
Salvesen, Eivind. Unsupervised methods for in-situ classification of plankton taxa. : Fakultet for informasjonsteknologi og elektroteknikk, Institutt for teknisk kybernetikk, NTNU 2021 140 p. NTNU
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29. |
Teigen, Andreas Langeland; Saad, Aya; Stahl, Annette; Mester, Rudolf. Few-Shot Open World Learner. 13th IFAC Conference on Control Applications in Marine Systems, Robotics, and Vehicles IFAC CAMS; 2021-09-22 - 2021-09-24 NTNU
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30. |
Teigen, Andreas Langeland; Saad, Aya; Stahl, Annette; Mester, Rudolf. Few-Shot Open World Learner. IFAC-PapersOnLine 2021 ;Volume 54.(16) p. 444-449 NTNU
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2020
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31. |
Ansari, Sadaf; Saad, Aya; Stahl, Annette; Rajachandran, Madhan. Vision-based Real-time Zooplankton Detection and Classification using Faster R-CNN. Ocean Sciences Meeting 2020; 2020-02-16 - 2020-02-21 NTNU
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32. |
Bergum, Sondre; Saad, Aya; Stahl, Annette. Automatic in-situ instance and semantic segmentation of planktonic organisms using Mask R-CNN. OCEANS 2020 NTNU
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33. |
Bergum, Sondre; Saad, Aya; Stahl, Annette. Automatic in-situ instance and semantic segmentation of planktonic organisms using Mask R-CNN. Global OCEANS 2020; 2020-10-05 - 2020-10-14 NTNU
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34. |
Bergum, Sondre; Saad, Aya; Stahl, Annette. Automatic in-situ instance and semantic segmentation of planktonic organisms using Mask R-CNN (Extended abstract). OCEANS 2020 NTNU
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35. |
Bergum, Sondre. Object detection and instance segmentation of planktonic organisms using Mask R-CNN for real-time in-situ image processing. Trondheim: Fakultet for informasjonsteknologi og elektroteknikk, Institutt for teknisk kybernetikk 2020 97 p. NTNU
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36. |
Oda, Kiese; Saad, Aya; Stahl, Annette. Towards a Balanced-Labeled-Dataset of Planktons for a Better In-Situ Taxa Identification. Ocean Sciences Meeting 2020; 2020-02-16 - 2020-02-21 NTNU
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37. |
Oda, Kiese. Machine learning methodologies that solve the class-imbalance problem for datasets of planktonic organisms. Trondheim: Fakultet for informasjonsteknologi og elektroteknikk, Institutt for teknisk kybernetikk 2020 89 p. NTNU
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38. |
Saad, Aya; Bergum, Sondre Aleksander; Stahl, Annette. An instance segmentation framework for in-situ plankton taxa assessment. The 13th International Conference on Machine Vision; 2020-11-02 - 2020-11-06 NTNU
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39. |
Saad, Aya; Davies, Emlyn John; Stahl, Annette. Recent Advances in Visual Sensing and Machine Learning Techniques for in-situ Plankton-taxa Classification. Ocean Sciences Meeting 2020; 2020-02-16 - 2020-02-21 OCEAN NTNU
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40. |
Saad, Aya; Stahl, Annette; Våge, Andreas; Davies, Emlyn John; Nordam, Tor; Aberle-Malzahn, Nicole; Ludvigsen, Martin; Johnsen, Geir; Sousa, João; Rajan, Kanna. Advancing Ocean Observation with an AI-driven Mobile Robotic Explorer. Oceanography 2020 ;Volume 33.(3) p. 50-59 OCEAN NTNU
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41. |
Salvesen, Eivind; Saad, Aya; Stahl, Annette. Robust methods of unsupervised clustering to discover new planktonic species in-situ. OCEANS 2020 NTNU
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42. |
Salvesen, Eivind; Saad, Aya; Stahl, Annette. Robust methods of unsupervised clustering to discover new planktonic species in-situ. Global OCEANS 2020; 2020-10-05 - 2020-10-14 NTNU
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43. |
Salvesen, Eivind; Saad, Aya; Stahl, Annette. Robust methods of unsupervised clustering to discover new planktonic species in-situ - extended abstract. OCEANS 2020 NTNU
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44. |
Salvesen, Eivind; Saad, Aya; Stahl, Annette. Robust methods of unsupervised clustering to discover new planktonic species in-situ - poster. Global OCEANS 2020; 2020-10-05 - 2020-10-14 NTNU
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Teigen, Andreas; Saad, Aya; Stahl, Annette. Leveraging Similarity Metrics to In-Situ Discover Planktonic Interspecies Variations or Mutations. OCEANS 2020 NTNU
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46. |
Teigen, Andreas; Saad, Aya; Stahl, Annette. Leveraging Similarity Metrics to In-Situ Discover Planktonic Interspecies Variations or Mutations. Global OCEANS 2020; 2020-10-05 - 2020-10-14 NTNU
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47. |
Teigen, Andreas; Saad, Aya; Stahl, Annette. Leveraging Similarity Metrics to In-Situ Discover Planktonic Interspecies Variations or Mutations - extended abstract. OCEANS 2020 NTNU
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48. |
Teigen, Andreas; Saad, Aya; Stahl, Annette. Leveraging Similarity Metrics to In-Situ Discover Planktonic Interspecies Variations or Mutations - Poster. Global OCEANS 2020; 2020-10-05 - 2020-10-14 NTNU
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49. |
Teigen, Andreas. Few-shot open world learning. Trondheim: Fakultet for informasjonsteknologi og elektroteknikk, Institutt for teknisk kybernetikk 2020 106 p. NTNU
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2019
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Saad, Aya; Stahl, Annette. AILARON - Autonomous Imaging and Learning Ai RObot identifying plaNkton taxa in-situ. Geilo Winter School 2019: Learning from Data; 2019-01-20 - 2019-01-25 NTNU
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