Read e-book online Automatic Extraction of Man-Made Objects from Aerial and PDF

By Thomas M. Strat (auth.), Prof. Dr. Armin Gruen, Prof. Dr. Olaf Kuebler, Dr. Peggy Agouris (eds.)

ISBN-10: 303489242X

ISBN-13: 9783034892421

ISBN-10: 3034899580

ISBN-13: 9783034899581

Developments in electronic sensor expertise, electronic photo research recommendations, in addition to software program and have introduced jointly the fields of machine imaginative and prescient and photogrammetry, that are now converging in the direction of sharing, to a good volume, ambitions and algorithms. the possibility of mutual merits by means of the shut collaboration and interplay of those disciplines is excellent, as photogrammetric information might be aided through the latest photograph research advancements in computing device imaginative and prescient, whereas glossy quantitative photogrammetric ways can help desktop imaginative and prescient actions. Devising methodologies for automating the extraction of synthetic items (e.g. constructions, roads) from electronic aerial or satellite tv for pc imagery is an software the place this cooperation and mutual help is already reaping rewards. the precious spatial details accumulated utilizing those interdisciplinary concepts is of greater qualitative and quantitative accuracy. This e-book deals a finished collection of high quality and in-depth contributions from world-wide best learn associations, treating theoretical in addition to implementational concerns, and representing the state of the art in this topic one of the photogrammetric and laptop imaginative and prescient groups.

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Additional resources for Automatic Extraction of Man-Made Objects from Aerial and Space Images

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The model included two facets for the roof, four wall facets, one door, and a portion of ground near the building. The two sides of the building which were not visible in the scene used to develop object radiometry were modeled without doors or windows (even though examination of the images revealed a significant presence of doors and windows). The stereo pair from scenes 5882 and 5883 were used to measure the geometry of the facets of the chosen building object. Image 5882 was used to derive the object radiometry.

Prior to projecting image coordinates to ground coordinates, the image needs to be controlled via both interior orientation and exterior orientation. Techniques for automating interior orientation exist and are applied in today's image scanner products. Exterior orientation however is still a labor intensive process of accurately locating control points in imagery. Photogranunetric adjustment of the camera model can be performed after control points are located. For sites which are frequently imaged, locating control can be automated using a site model of the area.

The number of pixels in a all facets within a given percentage of the predicted value is counted. The percentage of visible pixels predicted within the given range is used as the measure of match. 3. Results The gray level AMOBE images were used to evaluate the model matching process. One building each from the industrial and residential scenes were modeled. Of the four images given for each scene, a stereo pair was used to create the geometry of the model, a single image was used to create the radiometric model, and all four were used to test how well the algorithm located the model in the image.

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Automatic Extraction of Man-Made Objects from Aerial and Space Images by Thomas M. Strat (auth.), Prof. Dr. Armin Gruen, Prof. Dr. Olaf Kuebler, Dr. Peggy Agouris (eds.)

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