# Scientific Works

Articles, Papers, Workshops, Initiatives.

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## 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