Subspace-Based Holistic Registration for Low-Resolution Facial Images [PDF]
, 2010 Subspace-based holistic registration is introduced as an alternative to landmark-based face registration, which has a poor performance on low-resolution images, as obtained in camera surveillance applications.
Boom, B.J. +2 more
core +4 more sources
Image Registration Algorithm for Remote Sensing Images Based on Pixel Location Information
Remote Sensing, 2023 Registration between remote sensing images has been a research focus in the field of remote sensing image processing. Most of the existing image registration algorithms applied to feature point matching are derived from image feature extraction methods ...
Xuming Zhang +6 more
doaj +1 more source
Learning Rigid Image Registration - Utilizing Convolutional Neural Networks for Medical Image Registration [PDF]
, 2018 Many traditional computer vision tasks, such as segmentation, have seen large step-changes in accuracy and/or speed with the application of Convolutional Neural Networks (CNNs).
Goatman, K.A. +2 more
core +1 more source
Bivariate Gamma Distributions for Image Registration and Change Detection [PDF]
, 2007 This paper evaluates the potential interest of using bivariate gamma distributions for image registration and change detection. The first part of this paper studies estimators for the parameters of bivariate gamma distributions based on the maximum ...
Chatelain, Florent +3 more
core +4 more sources
Semiautomated Multimodal Breast Image Registration
International Journal of Biomedical Imaging, 2012 Consideration of information from multiple modalities has been shown to have increased diagnostic power in breast imaging. As a result, new techniques such as microwave imaging continue to be developed.
Charlotte Curtis +2 more
doaj +1 more source
ArCycleGAN: Improved CycleGAN for Style Transferring of Fruit Images
IEEE Access, 2021 CycleGAN can realize image translation and style transferring among unpaired images. However, it will easily generate inappropriate image results when the number and shapes of objects in the style offering image and the source image are greatly different.
Hongqian Chen, Mengxi Guan, Hui Li
doaj +1 more source
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration [PDF]
International Joint Conference on Artificial Intelligence, 2022 Recent learning-based image fusion methods have marked numerous progress in pre-registered multi-modality data, but suffered serious ghosts dealing with misaligned multi-modality data, due to the spatial deformation and the difficulty narrowing cross ...
Di Wang +3 more
semanticscholar +1 more source
Groupwise Multimodal Image Registration using Joint Total Variation [PDF]
, 2020 In medical imaging it is common practice to acquire a wide range of modalities (MRI, CT, PET, etc.), to highlight different structures or pathologies.
A Collignon +32 more
core +2 more sources
Fast Predictive Multimodal Image Registration [PDF]
, 2017 We introduce a deep encoder-decoder architecture for image deformation prediction from multimodal images. Specifically, we design an image-patch-based deep network that jointly (i) learns an image similarity measure and (ii) the relationship between ...
Kwitt, Roland +3 more
core +3 more sources
Medical Image Registration Based Retrieval [PDF]
Applied Medical Informatics, 2013 This paper presents a quantitative evaluation of state-of-the art intensity based image registration with retrieval methods applied to medical images. The purpose of this study is to access the stability of these methods for medical image analysis.
Swarnambiga AYYACHAMY +1 more
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