This paper consists of two parts. First a system is proposed that performs a recognition operation of single aerial photographs using a shape-constrained segmentation method and least squares estimation for the parameters of buildings. In the second part this system is extended to multi-view imagery. The advantage of using multi-view imagery is that buildings not recognized from one image (e.g. due to occlusion) may still be recognized, because they are observable from other images. However, this also complicates processing, because objects recognized from different images should correspond if they originate from the same physical objects. A solution to this correspondence problem is presented on object hypothesis level.
|Title of host publication||Image and Signal Processing for Remote Sensing II|
|Number of pages||11|
|Publication status||Published - 1 Dec 1995|
|Event||Satellite Remote Sensing II 1995 - Paris, France|
Duration: 25 Sep 1995 → 27 Sep 1995
|Conference||Satellite Remote Sensing II 1995|
|Period||25/09/95 → 27/09/95|