Multimodal Urban Remote Sensing Image Registration Via Roadcross Triangular Feature

Remote sensing image registration via active contourmodel

Image registration is the process by which we determine a transformation that provides the most accurate match between two images. The search for the matching transformation can be automated with the use of a suitable metric, but it can be very time-consuming and tedious. In this paper, we introduce a registration algorithm that combines active contour segmentation together with mutual informat...

Image Registration in Airborne Remote Sensing

MICHAEL WILLIAMS FUNK. Image registration in airborne remote sensing. (Under the direction of DR. KALPATHI R. SUBRAMANIAN) The primary topic is an algorithm for image registration which is especially wellsuited to the types of images found in airborne remote sensing applications. A brief overview of the field of remote sensing is given, prior to discussion of the registration algorithm itself. ...

Remote Sensing Image Registration Using Multiple Image Features

Remote sensing image registration plays an important role in military and civilian fields, such as natural disaster damage assessment, military damage assessment and ground targets identification, etc. However, due to the ground relief variations and imaging viewpoint changes, non-rigid geometric distortion occurs between remote sensing images with different viewpoint, which further increases t...

Image alignment via kernelized feature learning

Machine learning is an application of artificial intelligence that is able to automatically learn and improve from experience without being explicitly programmed. The primary assumption for most of the machine learning algorithms is that the training set (source domain) and the test set (target domain) follow from the same probability distribution. However, in most of the real-world application...

The Importance of Image Registration for Remote Sensing