{"viewingHint":"paged","service":[{"profile":"http://iiif.io/api/search/1/search","@context":"http://iiif.io/api/search/1/context.json","@id":"https://noah.nrw/i3f/manifest/5142704/search","label":"Search within this manifest"}],"license":"https://creativecommons.org/licenses/by/4.0/deed.de","structures":[{"ranges":["https://noah.nrw/i3f/v20/5142704/range/5880175","https://noah.nrw/i3f/v20/5142704/range/5880177","https://noah.nrw/i3f/v20/5142704/range/5880178","https://noah.nrw/i3f/v20/5142704/range/5880179","https://noah.nrw/i3f/v20/5142704/range/5880187","https://noah.nrw/i3f/v20/5142704/range/5880189","https://noah.nrw/i3f/v20/5142704/range/5880201","https://noah.nrw/i3f/v20/5142704/range/5880205","https://noah.nrw/i3f/v20/5142704/range/5880207","https://noah.nrw/i3f/v20/5142704/range/5880209","https://noah.nrw/i3f/v20/5142704/range/5880210","https://noah.nrw/i3f/v20/5142704/range/5880211","https://noah.nrw/i3f/v20/5142704/range/5880212"],"viewingHint":"top","@id":"https://noah.nrw/i3f/v20/5142704/range/5142704","@type":"sc:Range","label":"Table of Contents"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880176"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880175","@type":"sc:Range","label":"3. Dataset"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880180","https://noah.nrw/i3f/v20/5142704/canvas/5880182","https://noah.nrw/i3f/v20/5142704/canvas/5880184","https://noah.nrw/i3f/v20/5142704/canvas/5880186"],"ranges":["https://noah.nrw/i3f/v20/5142704/range/5880181","https://noah.nrw/i3f/v20/5142704/range/5880183","https://noah.nrw/i3f/v20/5142704/range/5880185"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880179","@type":"sc:Range","label":"6. Fast Learnings for Fast Mapping Using U-Net"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880182"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880181","@type":"sc:Range","label":"6.1. Pre Processing"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880184"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880183","@type":"sc:Range","label":"6.2. Training"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880186"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880185","@type":"sc:Range","label":"6.3. Post Processing"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880188"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880187","@type":"sc:Range","label":"7. Instance Segmentation Using Deeper U-Nets"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880190","https://noah.nrw/i3f/v20/5142704/canvas/5880192","https://noah.nrw/i3f/v20/5142704/canvas/5880194","https://noah.nrw/i3f/v20/5142704/canvas/5880195","https://noah.nrw/i3f/v20/5142704/canvas/5880197","https://noah.nrw/i3f/v20/5142704/canvas/5880200"],"ranges":["https://noah.nrw/i3f/v20/5142704/range/5880191","https://noah.nrw/i3f/v20/5142704/range/5880193","https://noah.nrw/i3f/v20/5142704/range/5880196","https://noah.nrw/i3f/v20/5142704/range/5880198","https://noah.nrw/i3f/v20/5142704/range/5880199"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880189","@type":"sc:Range","label":"8. Comparing an Adapted U-Net Architecture for Varying Depths"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880192"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880191","@type":"sc:Range","label":"8.1. Pre-processing"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880194","https://noah.nrw/i3f/v20/5142704/canvas/5880195"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880193","@type":"sc:Range","label":"8.2. Post-processing"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880197"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880196","@type":"sc:Range","label":"8.3. Network Architecture"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880200"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880199","@type":"sc:Range","label":"8.5. Experiments and Results"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880202","https://noah.nrw/i3f/v20/5142704/canvas/5880203","https://noah.nrw/i3f/v20/5142704/canvas/5880204"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880201","@type":"sc:Range","label":"9. Instance Segmentation using Mask R-Convolutional Neuronal Networks"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880206"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880205","@type":"sc:Range","label":"10. Conclusion"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880208"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880207","@type":"sc:Range","label":"Data Availability Statement"},{"canvases":["https://noah.nrw/i3f/v20/5142704/canvas/5880213"],"@id":"https://noah.nrw/i3f/v20/5142704/range/5880212","@type":"sc:Range","label":"References"}],"sequences":[{"canvases":[{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880172"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880172","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880172","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880172","@type":"oa:Annotation"}],"label":"[1]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880172","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880173"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880173","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880173","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880173","@type":"oa:Annotation"}],"label":"[2]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880173","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880174"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880174","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880174","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880174","@type":"oa:Annotation"}],"label":"[3]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880174","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880176"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880176","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880176","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880176","@type":"oa:Annotation"}],"label":"[4]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880176","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880180"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880180","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880180","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880180","@type":"oa:Annotation"}],"label":"[5]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880180","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880182"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880182","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880182","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880182","@type":"oa:Annotation"}],"label":"[6]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880182","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880184"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880184","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880184","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880184","@type":"oa:Annotation"}],"label":"[7]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880184","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880186"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880186","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880186","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880186","@type":"oa:Annotation"}],"label":"[8]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880186","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880188"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880188","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880188","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880188","@type":"oa:Annotation"}],"label":"[9]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880188","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880190"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880190","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880190","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880190","@type":"oa:Annotation"}],"label":"[10]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880190","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880192"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880192","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880192","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880192","@type":"oa:Annotation"}],"label":"[11]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880192","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880194"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880194","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880194","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880194","@type":"oa:Annotation"}],"label":"[12]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880194","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880195"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880195","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880195","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880195","@type":"oa:Annotation"}],"label":"[13]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880195","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880197"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880197","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880197","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880197","@type":"oa:Annotation"}],"label":"[14]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880197","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880200"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880200","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880200","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880200","@type":"oa:Annotation"}],"label":"[15]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880200","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880202"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880202","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880202","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880202","@type":"oa:Annotation"}],"label":"[16]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880202","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880203"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880203","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880203","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880203","@type":"oa:Annotation"}],"label":"[17]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880203","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880204"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880204","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880204","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880204","@type":"oa:Annotation"}],"label":"[18]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880204","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880206"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880206","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880206","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880206","@type":"oa:Annotation"}],"label":"[19]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880206","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880208"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880208","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880208","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880208","@type":"oa:Annotation"}],"label":"[20]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880208","@type":"sc:Canvas"},{"height":2165,"width":1654,"images":[{"resource":{"service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":"https://noah.nrw/i3f/v20/5880213"},"format":"image/jpeg","height":1308,"width":1000,"@id":"https://noah.nrw/download/webcache/1000/5880213","@type":"dctypes:Image"},"on":"https://noah.nrw/i3f/v20/5142704/canvas/5880213","motivation":"sc:painting","@id":"https://noah.nrw/i3f/v20/5142704/annotation/5880213","@type":"oa:Annotation"}],"label":"[21]","@id":"https://noah.nrw/i3f/v20/5142704/canvas/5880213","@type":"sc:Canvas"}],"viewingHint":"paged","startCanvas":"https://noah.nrw/i3f/v20/5142704/canvas/5880172","viewingDirection":"left-to-right","label":"Current Page Order","@context":"http://iiif.io/api/presentation/2/context.json","@id":"https://noah.nrw/i3f/v20/5142704/sequence/normal","@type":"sc:Sequence"}],"label":"Deep Learning for Understanding Satellite Imagery: An Experimental Survey","thumbnail":{"width":304,"height":397,"@id":"https://noah.nrw/i3f/v21/5880172/full/304/0/default.jpg","@type":"dctypes:Image","format":"image/jpeg"},"logo":{"@id":"https://noah.nrw/domainresource/static/graphics/connectors/viewerLogo.gif","service":{"profile":"http://iiif.io/api/image/2/level2.json","@context":"http://iiif.io/api/image/2/context.json","@id":""}},"@context":"http://iiif.io/api/presentation/2/context.json","metadata":[{"value":"Deep Learning for Understanding Satellite Imagery: An Experimental Survey","label":"Titel"},{"value":"Mohanty, Sharada Prasanna","label":"Verfasser"},{"value":"Czakon, Jakub","label":"Verfasser"},{"value":"Kaczmarek, Kamil A.","label":"Verfasser"},{"value":"Pyskir, Andrzej","label":"Verfasser"},{"value":"Tarasiewicz, Piotr","label":"Verfasser"},{"value":"Kunwar, Saket","label":"Verfasser"},{"value":"Rohrbach, Janick","label":"Verfasser"},{"value":"Luo, Dave","label":"Verfasser"},{"value":"Prasad, Manjunath","label":"Verfasser"},{"value":"Fleer, Sascha","label":"Verfasser"},{"value":"G\u00f6pfert, Jan Philip","label":"Verfasser"},{"value":"Tandon, Akshat","label":"Verfasser"},{"value":"Mollard, Guillaume","label":"Verfasser"},{"value":"Rayaprolu, Nikhil","label":"Verfasser"},{"value":"Salathe, Marcel","label":"Verfasser"},{"value":"Schilling, Malte","label":"Verfasser"},{"value":"Frontiers in Artificial Intelligence, Jg. 3","label":"Enthalten in"},{"value":"2020","label":"Erschienen"},{"value":"Englisch","label":"Sprache"},{"value":"Aufsatz in einer Zeitschrift","label":"Dokumenttyp"},{"value":"urn:nbn:de:0070-pub-29499269","label":"URN"},{"value":"10.3389/frai.2020.534696","label":"DOI"}],"@id":"https://noah.nrw/i3f/v20/5142704/manifest","@type":"sc:Manifest","seeAlso":{"format":"application/xml","@id":"https://noah.nrw/oai?verb=GetRecord&metadataPrefix=mets&identifier=5142704","label":"METS"}}