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Techniques for tracking: Image Registration
(The Institution of Engineering and Technology, 2018)
The process of finding a suitable deformation, s, in order to align two or more images is a process known as image registration, image fusion, matching, or warping. Image registration is the keystone in a myriad of image ...
Learning deformable registration of medical images with anatomical constraints
(Pergamon-Elsevier Science Ltd, 2020-04)
Deformable image registration is a fundamental problem in the field of medical image analysis. During the last years, we have witnessed the advent of deep learning-based image registration methods which achieve state-of-the-art ...
Astroalign: A Python module for astronomical image registration
(Elsevier, 2020-04)
We present an algorithm implemented in the Astroalign Python module for image registration in astronomy. Our module does not rely on WCS information and instead matches three-point asterisms (triangles) on the images to ...
Weakly Supervised Learning of Metric Aggregations for Deformable Image Registration
(Institute of Electrical and Electronics Engineers Inc., 2019-07)
Deformable registration has been one of the pillars of biomedical image computing. Conventional approaches refer to the definition of a similarity criterion that, once endowed with a deformation model and a smoothness ...
Improved particle swarm optimization algorithm applied to rigid registration in medical images
(Springer Verlag Berlín, 2017-04)
Image registration is a space-temporary correlation process that allows comparison and/or image matching. This process has value into medical area when it comes to compare images acquired by different modalities or in ...
Automatic semantic maps generation from lexical annotations
(03/15/2018)
The generation of semantic environment representations is still an open problem in robotics. Most of the current proposals are based on metric representations, and incorporate semantic information in a supervised fashion. ...