Generative image completion with image-to-image translation
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04253-2
Abstract: Though many methods have been proposed, image completion still remains challenge; besides textured patterns completion, it often requires high-level understanding of scenes and objects being completed. More recently, deep convolutional generative adversarial networks have been… read more here.
Keywords: image; completion; image completion; image image ... See more keywords
EMOCGAN: a novel evolutionary multiobjective cyclic generative adversarial network and its application to unpaired image translation
Sign Up to like & getrecommendations! Published in 2021 at "Neural Computing and Applications"
DOI: 10.1007/s00521-021-05975-y
Abstract: Generative adversarial networks (GANs) have been accepted as powerful models in the field of computer vision, speech and language processing, etc. However, a major concern regarding GANs is the requirement of paired images for image-to-image… read more here.
Keywords: generative adversarial; novel evolutionary; image; cyclic gan ... See more keywords
Overview of image-to-image translation by use of deep neural networks: denoising, super-resolution, modality conversion, and reconstruction in medical imaging
Sign Up to like & getrecommendations! Published in 2019 at "Radiological Physics and Technology"
DOI: 10.1007/s12194-019-00520-y
Abstract: Since the advent of deep convolutional neural networks (DNNs), computer vision has seen an extremely rapid progress that has led to huge advances in medical imaging. Every year, many new methods are reported at conferences… read more here.
Keywords: image; neural networks; medical imaging; image image ... See more keywords
SSNet: Structure-Semantic Net for Chinese typography generation based on image translation
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.08.072
Abstract: Abstract The abundant complex Chinese characters often lead to the high cost of time and labor in its typography production, which cannot meet various demands of typohraphies in daily life. Image translation methods are becoming… read more here.
Keywords: image; typography; ssnet; structure ... See more keywords
DeepImageTranslator: A free, user-friendly graphical interface for image translation using deep-learning and its applications in 3D CT image analysis.
Sign Up to like & getrecommendations! Published in 2021 at "SLAS technology"
DOI: 10.1016/j.slast.2021.10.014
Abstract: The advent of deep-learning has set new standards in an array of image translation applications. At present, the use of these methods often requires computer programming experience. Non-commercial programs with graphical interface usually do not… read more here.
Keywords: interface; image translation; deepimagetranslator; deep learning ... See more keywords
2D-to-3D image translation of complex nanoporous volumes using generative networks
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-00080-5
Abstract: Image-based characterization offers a powerful approach to studying geological porous media at the nanoscale and images are critical to understanding reactive transport mechanisms in reservoirs relevant to energy and sustainability technologies such as carbon sequestration,… read more here.
Keywords: sample; image; contrast; microscopy ... See more keywords
Image translation between high-resolution optical and synthetic aperture radar (SAR) data
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2020.1836426
Abstract: ABSTRACT This paper presents a novel study: remote-sensing image translation between high-resolution optical and Synthetic Aperture Radar (SAR) data through machine learning approaches. To this end, conditional Generative Adversarial Networks (cGANs) have been proposed with… read more here.
Keywords: image; high resolution; translation; sar ... See more keywords
Consistent Embedded GAN for Image-to-Image Translation
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2939654
Abstract: Generative Adversarial Networks (GANs) have achieved remarkable progress in image-to-image translation tasks. However, these methods have the common problem that lacking the ability to generate both perceptually realistic and diverse images in the target domain.… read more here.
Keywords: image; consistent embedded; image image; image translation ... See more keywords
Image-Translation-Based Road Marking Extraction From Mobile Laser Point Clouds
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DOI: 10.1109/access.2020.2985413
Abstract: Road markings are one of the most important safety elements in a road network, and they play a critical role in traffic safety. However, the automatic extraction of road markings remains a technical challenge in… read more here.
Keywords: road; image translation; extraction; road markings ... See more keywords
Cross-View Image Translation Based on Local and Global Information Guidance
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DOI: 10.1109/access.2021.3052241
Abstract: The cross-view image translation task is aimed at generating scene images from arbitrary views. However, due to the great differences in the shapes and contents of the various views, the quality of the generated images… read more here.
Keywords: view image; local global; cross view; image ... See more keywords
EM-LAST: Effective Multidimensional Latent Space Transport for an Unpaired Image-to-Image Translation With an Energy-Based Model
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3189352
Abstract: For an unpaired image-to-image translation to work effectively, the latent space of each image domain must be well-designed. The codes of each style must be translated toward the target while preserving the parts corresponding to… read more here.
Keywords: image translation; latent space; multidimensional latent; image ... See more keywords