Scientific Works¶ Articles, Papers, Workshops, Initiatives. Contents Scientific Works Pyramid Scene Parsing Network Maritime Computer Vision @ Uni Tübingen Fundamentals Convolutional versus Operational Neural Networks for Semantic Segmentation of Maritime and Harbor Scenes Scene Parsing @ CSAIL Horizon detection in maritime images using scene parsing network Application of Three Deep Learning Schemes Into Oceanic Eddy Detection Image Dataset for Neural Network Performance Estimation with Application to Maritime Ports Real-Time Ship Segmentation in Maritime Surveillance Videos Using Automatically Annotated Synthetic Datasets Articles SwinSeg: Swin transformer and MLP hybrid network for ship segmentation in maritime surveillance system Detection and tracking of ships in open sea with rapidly moving buoy-mounted camera system Accurate measurement of six Degree Of Freedom small-scale ship motion through analysis of one camera images An enhanced CNN-enabled learning method for promoting ship detection in maritime surveillance system Ship detection using Neyman-Pearson criterion in marine environment Ship detection for visual maritime surveillance from non-stationary platforms Underwater Fish Segmentation Algorithm Based on Improved PSPNet Network Computer vision for maritime search and rescue: current status Fast horizon detection in maritime images using region-of-interest Pyramid Scene Parsing Network¶ 1st place in ImageNet Scene Parsing Challenge 2016. https://arxiv.org/abs/1612.01105 https://github.com/hszhao/PSPNet https://github.com/hszhao/semseg https://www.geeksforgeeks.org/pspnet-pyramid-scene-parsing-network-for-image-segmentation/ https://github.com/open-mmlab/mmsegmentation/tree/main/configs/pspnet Maritime Computer Vision @ Uni Tübingen¶ https://macvi.org/ https://openaccess.thecvf.com/content/WACV2023W/MaCVi/html/Kiefer_1st_Workshop_on_Maritime_Computer_Vision_MaCVi_2023_Challenge_Results_WACVW_2023_paper.html https://macvi.org/dataset https://github.com/lojzezust/mmsegmentation-macvi https://macvi.org/workshop/macvi24 Fundamentals¶ Convolutional versus Operational Neural Networks for Semantic Segmentation of Maritime and Harbor Scenes¶ https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4476469 https://github.com/bilgecanpullinen/segmentation-selfonn Scene Parsing @ CSAIL¶ http://sceneparsing.csail.mit.edu/ https://github.com/CSAILVision/semantic-segmentation-pytorch Horizon detection in maritime images using scene parsing network¶ https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/el.2018.0989 Application of Three Deep Learning Schemes Into Oceanic Eddy Detection¶ https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2021.672334/full Image Dataset for Neural Network Performance Estimation with Application to Maritime Ports¶ https://www.researchgate.net/publication/369084361_Image_Dataset_for_Neural_Network_Performance_Estimation_with_Application_to_Maritime_Ports Real-Time Ship Segmentation in Maritime Surveillance Videos Using Automatically Annotated Synthetic Datasets¶ https://pubmed.ncbi.nlm.nih.gov/36365787/ https://www.mdpi.com/1424-8220/22/21/8090 https://www.researchgate.net/publication/364707865_Real-Time_Ship_Segmentation_in_Maritime_Surveillance_Videos_Using_Automatically_Annotated_Synthetic_Datasets Articles¶ SwinSeg: Swin transformer and MLP hybrid network for ship segmentation in maritime surveillance system¶ https://www.sciencedirect.com/science/article/abs/pii/S0029801823012696 Detection and tracking of ships in open sea with rapidly moving buoy-mounted camera system¶ https://www.sciencedirect.com/science/article/abs/pii/S0029801812002326 Accurate measurement of six Degree Of Freedom small-scale ship motion through analysis of one camera images¶ https://www.sciencedirect.com/science/article/abs/pii/S0029801811001818 An enhanced CNN-enabled learning method for promoting ship detection in maritime surveillance system¶ https://www.sciencedirect.com/science/article/abs/pii/S0029801821008404 Ship detection using Neyman-Pearson criterion in marine environment¶ https://www.sciencedirect.com/science/article/abs/pii/S0029801817301208 Ship detection for visual maritime surveillance from non-stationary platforms¶ https://www.sciencedirect.com/science/article/abs/pii/S0029801817303190 Underwater Fish Segmentation Algorithm Based on Improved PSPNet Network¶ https://pmc.ncbi.nlm.nih.gov/articles/PMC10575432/ Computer vision for maritime search and rescue: current status¶ https://d197for5662m48.cloudfront.net/documents/publicationstatus/231245/preprint_pdf/a7fac4aef547c65301f64a6eea7f5bb7.pdf Fast horizon detection in maritime images using region-of-interest¶ https://journals.sagepub.com/doi/10.1177/1550147718790753