Peter Reinartz

TL;DR: A solely histogram-based method to achieve automatic registration within TerraSAR-X and Ikonos images acquired specifically over urban areas is analyzed and indicates that the proposed method is successful in estimating large global shifts followed by a fine refinement of registration parameters for high-resolution images acquired over dense urban areas.

TL;DR: This paper proposes a change detection method based on stereo imagery and digital surface models generated with stereo matching methodology and provides a solution by the joint use of height changes and Kullback-Leibler divergence similarity measure between the original images.

TL;DR: This paper reviews the recent developments and applications of 3D CD using remote sensing and close-range data, in support of both academia and industry researchers who seek for solutions in detecting and analyzing 3D dynamics of various objects of interest.

TL;DR: An integrated real-time processing chain which utilizes multiple occurrence of objects in images is described which has been verified using image sections from two different flights and manually extracted ground truth data from the inner city of Munich.

TL;DR: Zhang et al. as discussed by the authors proposed a new method consisting of a joint image cascade and feature pyramid network with multi-size convolution kernels to extract multi-scale strong and weak semantic features, which are fed into rotation-based region proposal and region of interest networks to produce object detections.