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Original Articles

Dark formation detection using neural networks

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Pages 4705-4720 | Received 12 Apr 2006, Accepted 28 Oct 2007, Published online: 23 Jul 2008

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Rodrigo N. Vasconcelos, Carlos A. D. Lentini, André T. Cunha Lima, Luís F. F. Mendonça, Garcia V. Miranda, Elaine C. B. Cambuí, Diego Pereira Costa, Soltan Galano Duverger, Mainara B. Gouveia, José M. Lopes & Milton J. Porsani. (2022) Oil spill detection based on texture analysis: how does feature importance matter in classification?. International Journal of Remote Sensing 43:11, pages 4045-4064.
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Yuanzhi Zhang, Hui Lin, Qiang Liu, Jinrong Hu, Xiaofeng Li & Kin Yeung. (2012) Oil-Spill Monitoring in the Coastal Waters of Hong Kong and Vicinity. Marine Geodesy 35:1, pages 93-106.
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K. Fan, Y. Zhang & H. Lin. (2010) Satellite SAR analysis and interpretation of oil spill in the offshore water of Hong Kong. Annals of GIS 16:4, pages 269-275.
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Peng Liu, Chaofang Zhao, Xiaofeng Li, Mingxia He & William Pichel. (2010) Identification of ocean oil spills in SAR imagery based on fuzzy logic algorithm. International Journal of Remote Sensing 31:17-18, pages 4819-4833.
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Oscar Garcia-Pineda, Beate Zimmer, Matt Howard, William Pichel, Xiaofeng Li & Ian R MacDonald. (2009) Using SAR images to delineate ocean oil slicks with a texture-classifying neural network algorithm (TCNNA). Canadian Journal of Remote Sensing 35:5, pages 411-421.
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. (2009) Full Issue in PDF / Numéro complet enform PDF . Canadian Journal of Remote Sensing 35:5, pages i-356.
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Articles from other publishers (40)

Rodrigo N. Vasconcelos, André T. Cunha Lima, Carlos A. D. Lentini, José Garcia V. Miranda, Luís F. F. de Mendonça, José M. Lopes, Mariana M. M. Santana, Elaine C. B. Cambuí, Deorgia T. M. Souza, Diego P. Costa, Soltan G. Duverger & Washington S. Franca-Rocha. (2023) Deep Learning-Based Approaches for Oil Spill Detection: A Bibliometric Review of Research Trends and Challenges. Journal of Marine Science and Engineering 11:7, pages 1406.
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Andromachi Chatziantoniou, Alexandros Karagaitanakis, Vasileios Bakopoulos, Nikos Papandroulakis & Konstantinos Topouzelis. (2021) Detection of Biogenic Oil Films near Aquaculture Sites Using Sentinel-1 and Sentinel-2 Satellite Images. Remote Sensing 13:9, pages 1737.
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Chatziantoniou Andromachi & Topouzelis Konstantinos. (2020) Impact of Intense Aquaculture on Coastal Environments Seen by SAR. Impact of Intense Aquaculture on Coastal Environments Seen by SAR.
Andromachi Chatziantoniou, Vasileios Bakopoulos, Nikos Papandroulakis & Konstantinos Topouzelis. (2020) Detection of biogenic oil film near aquaculture sites seen by Sentinel-2 multispectral images. Detection of biogenic oil film near aquaculture sites seen by Sentinel-2 multispectral images.
Sijing Shu, Junmin Meng, Xi Zhang, Jie Guo & Genwang Liu. (2020) Experimental study of C-band microwave scattering characteristics during the emulsification process of oil spills. Acta Oceanologica Sinica 39:7, pages 135-145.
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B. Lounis, A. Lacheb, Y. Smara & A. Belhadj-Aissa. (2020) Adapting Neuro Fuzzy System for Oil Spills Detection From Sea Sar Images. Adapting Neuro Fuzzy System for Oil Spills Detection From Sea Sar Images.
Feng Yan, Hang Ru, Zheng Li, Jiulin Shi, Ningning Luo, Chengfeng Xie, Yubao Zhang, Weiwei Zhang, Xingdao He & Zhongping Chen. (2019) Thickness measurement and three-dimensional structure imaging of oil slick on water by optical coherence tomography. Optik 180, pages 1036-1042.
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Antonio-Javier Gallego, Pablo Gil, Antonio Pertusa & Robert Fisher. (2018) Segmentation of Oil Spills on Side-Looking Airborne Radar Imagery with Autoencoders. Sensors 18:3, pages 797.
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Mervin Fingas & Carl Brown. 2018. Encyclopedia of Sustainability Science and Technology. Encyclopedia of Sustainability Science and Technology 1 37 .
Yongfeng Cao, Linlin Xu & David Clausi. (2017) Exploring the Potential of Active Learning for Automatic Identification of Marine Oil Spills Using 10-Year (2004–2013) RADARSAT Data. Remote Sensing 9:10, pages 1041.
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Pooja Shah, Tanish Zaveri, Raj Kumar, Shubham Sharma & Darshan Patel. (2017) Research oriented foss solution for automatic oil spill detection using risat-1 sar data. Research oriented foss solution for automatic oil spill detection using risat-1 sar data.
Haitao Lang, Xingyao Zhang, Yuyang Xi, Xi Zhang & Wei Li. (2017) Dark-spot segmentation for oil spill detection based on multifeature fusion classification in single-pol synthetic aperture radar imagery. Journal of Applied Remote Sensing 11:1, pages 015006.
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M. Fingas & C.E. Brown. 2017. Oil Spill Science and Technology. Oil Spill Science and Technology 305 385 .
Paolo Trivero, Maria Adamo, Walter Biamino, Maria Borasi, Marco Cavagnero, Giacomo De Carolis, Lorenza Di Matteo, Fabio Fontebasso, Francesco Nirchio & Francesco Tataranni. (2016) Automatic oil slick detection from SAR images: Results and improvements in the framework of the PRIMI pilot project. Deep Sea Research Part II: Topical Studies in Oceanography 133, pages 146-158.
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Iraj Emadodin, Alireza Taravat & Masih Rajaei. (2016) Effects of urban sprawl on local climate: A case study, north central Iran. Urban Climate 17, pages 230-247.
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Pu Li, Qinhong Cai, Weiyun Lin, Bing Chen & Baiyu Zhang. (2016) Offshore oil spill response practices and emerging challenges. Marine Pollution Bulletin 110:1, pages 6-27.
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Andrea Ciampalini, Federico Raspini, Silvia Bianchini, Dario Tarchi, Michele Vespe, Sandro Moretti & Nicola Casagli. (2016) The Costa Concordia last cruise: The first application of high frequency monitoring based on COSMO-SkyMed constellation for wreck removal. ISPRS Journal of Photogrammetry and Remote Sensing 112, pages 37-49.
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Jining Yan, Lizhe Wang, Lajiao Chen, Lingjun Zhao & Bomin Huang. (2015) A Dynamic Remote Sensing Data-Driven Approach for Oil Spill Simulation in the Sea. Remote Sensing 7:6, pages 7105-7125.
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Alireza Taravat, Fabio Del Frate, Cristina Cornaro & Stefania Vergari. (2015) Neural Networks and Support Vector Machine Algorithms for Automatic Cloud Classification of Whole-Sky Ground-Based Images. IEEE Geoscience and Remote Sensing Letters 12:3, pages 666-670.
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Alireza Taravat & Natascha Oppelt. (2014) Adaptive Weibull Multiplicative Model and Multilayer Perceptron Neural Networks for Dark-Spot Detection from SAR Imagery. Sensors 14:12, pages 22798-22810.
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Bahia Lounis & Aichouche Belhadj-Aissa. (2014) Sea SAR Images Analysis to Detect Oil Slicks in Algerian Coasts. Journal of Mathematical Modelling and Algorithms in Operations Research 13:4, pages 371-386.
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Merv Fingas & Carl E. Brown. 2014. Handbook of Oil Spill Science and Technology. Handbook of Oil Spill Science and Technology 311 356 .
Syahrir Ridha & Pongga D. Wardaya. (2014) Oil Spill Detection and Characterization from Satellite Image Using Artificial Neural Network Algorithm. Oil Spill Detection and Characterization from Satellite Image Using Artificial Neural Network Algorithm.
Suman Singha, Domenico Velotto & Susanne Lehner. (2014) Near real time monitoring of platform sourced pollution using TerraSAR-X over the North Sea. Marine Pollution Bulletin 86:1-2, pages 379-390.
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Yue Guo & Heng Zhen Zhang. (2014) Oil spill detection using synthetic aperture radar images and feature selection in shape space. International Journal of Applied Earth Observation and Geoinformation 30, pages 146-157.
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Merv Fingas & Carl Brown. (2014) Review of oil spill remote sensing. Marine Pollution Bulletin 83:1, pages 9-23.
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Alireza Taravat, Daniele Latini & Fabio Del Frate. (2014) Fully Automatic Dark-Spot Detection From SAR Imagery With the Combination of Nonadaptive Weibull Multiplicative Model and Pulse-Coupled Neural Networks. IEEE Transactions on Geoscience and Remote Sensing 52:5, pages 2427-2435.
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Xixi Huang & Xiaofeng Wang. 2014. Computer Engineering and Networking. Computer Engineering and Networking 661 669 .
Suman Singha, Tim J. Bellerby & Olaf Trieschmann. (2013) Satellite Oil Spill Detection Using Artificial Neural Networks. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6:6, pages 2355-2363.
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Quanhua Zhao, Yu Li & Zhenggang Liu. (2013) SAR Image Segmentation Using Voronoi Tessellation and Bayesian Inference Applied to Dark Spot Feature Extraction. Sensors 13:11, pages 14484-14499.
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Suman Singha, Michele Vespe & Olaf Trieschmann. (2013) Automatic Synthetic Aperture Radar based oil spill detection and performance estimation via a semi-automatic operational service benchmark. Marine Pollution Bulletin 73:1, pages 199-209.
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Mervin Fingas & Carl Brown. 2015. Encyclopedia of Sustainability Science and Technology. Encyclopedia of Sustainability Science and Technology 1 42 .
Mervin Fingas & Carl Brown. 2013. Earth System Monitoring. Earth System Monitoring 337 388 .
D. Chaudhuri, A. Samal, A. Agrawal, Sanjay, A. Mishra, V. Gohri & R. C. Agarwal. (2012) A Statistical Approach for Automatic Detection of Ocean Disturbance Features From SAR Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5:4, pages 1231-1242.
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Mervin Fingas & Carl Brown. 2012. Encyclopedia of Sustainability Science and Technology. Encyclopedia of Sustainability Science and Technology 7491 7527 .
Peng Liu, Xiaofeng Li, John J. Qu, Wenguang Wang, Chaofang Zhao & William Pichel. (2011) Oil spill detection with fully polarimetric UAVSAR data. Marine Pollution Bulletin 62:12, pages 2611-2618.
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Yuanming Shu, Jonathan Li, Hamad Yousif & Gary Gomes. (2010) Dark-spot detection from SAR intensity imagery with spatial density thresholding for oil-spill monitoring. Remote Sensing of Environment 114:9, pages 2026-2035.
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Yu Li & Jonathan Li. (2010) Oil spill detection from SAR intensity imagery using a marked point process. Remote Sensing of Environment 114:7, pages 1590-1601.
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Peng Liu & Chaofang Zhao. (2009) Oil Spill Identification in Marine SAR Images Based on Texture Feature and Fuzzy Logic System. Oil Spill Identification in Marine SAR Images Based on Texture Feature and Fuzzy Logic System.
Konstantinos Topouzelis. (2008) Oil Spill Detection by SAR Images: Dark Formation Detection, Feature Extraction and Classification Algorithms. Sensors 8:10, pages 6642-6659.
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