Cognition Network Technology: Difference between revisions

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First launched in May 2000, '''eCognition''' introduced the computer method for extracting information from images using a hierarchy of image objects (groups of pixels) as opposed to traditional pixel processing methods. The technology, referred to as Cognition Network Technology, was realized by Nobel Laureate Prof. Dr. [[Gerd Binnig]] together with a team of researchers at Definiens AG in Munich, Germany. In June 2010, (NASDAQ: TRMB) acquired Definiens business assets<ref>Trimble / Definiens Joint Press Release: "Trimble Acquires Definiens’ Earth Sciences Business to Expand its GeoSpatial Portfolio". June 11, 2010. http://www.ecognition.com/sites/default/files/Trimble%20eCognition.pdf</ref> in earth sciences markets including eCognition software.
 
== Cognition Network Technology ==
 
To emulate the human mind's cognitive powers, Definiens made a departure from conventional approaches. Using patented [[Imageimage segmentation]] and classification processes, they developed a robust method of rendering knowledge in a semantic network. The technology examines pixels not in isolation, but in context. It builds up a picture iteratively, recognizing groups of pixels as objects. It uses the color, shape, texture and size of objects as well as their context and relationships to draw the same conclusions and inferences that an experienced analyst would draw.
 
== Software ==
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eCognition software is utilized in numerous [[remote sensing]] and geospatial application scenarios and environments, using a variety of data types.
 
'''=== Sample application types''' ===
 
''Generic'': Rapid Mapping, Change Detection, Object Recognition