Matches in SemOpenAlex for { <https://semopenalex.org/work/W4362603576> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4362603576 abstract "Bioluminescence tomography (BLT) is an effective noninvasive molecular imaging modality, it has shown great potential for studying and monitoring disease progression in pre-clinical imaging. As the BLT is an inherent highly ill-posed inverse problem, it is still a challenge to obtain an accurate reconstruction result. Some algorithms have been proposed to solve highly ill posedness of inverse problems. Nevertheless, Existing methods always need to consume large time or have low interpretability. Thus, in this paper, we proposed a novel model-driven deep learning network, which unfolding the Fast Iterative Shrinkage Thresholding Algorithm (FISTA) algorithm into a deep network, named FISTA-Net to overcome the above shortcoming. FISTA-Net is formed from three modules, gradient descent module, proximal mapping module and accelerate module. Key parameters of FISTA-Net including the gradient step size, thresholding value are learned from training data. The experimental results, evaluated both visually and quantitatively, show that the FISTA-Net can achieve a high-quality reconstruction result of BLT." @default.
- W4362603576 created "2023-04-06" @default.
- W4362603576 creator A5014891352 @default.
- W4362603576 creator A5021027241 @default.
- W4362603576 creator A5021610159 @default.
- W4362603576 creator A5032005332 @default.
- W4362603576 creator A5034227844 @default.
- W4362603576 creator A5039815946 @default.
- W4362603576 creator A5044526651 @default.
- W4362603576 creator A5064161233 @default.
- W4362603576 creator A5076674902 @default.
- W4362603576 date "2023-04-03" @default.
- W4362603576 modified "2023-09-30" @default.
- W4362603576 title "Based on model-driven fast iterative shrinkage thresholding network for bioluminescence tomography reconstruction" @default.
- W4362603576 doi "https://doi.org/10.1117/12.2654054" @default.
- W4362603576 hasPublicationYear "2023" @default.
- W4362603576 type Work @default.
- W4362603576 citedByCount "0" @default.
- W4362603576 crossrefType "proceedings-article" @default.
- W4362603576 hasAuthorship W4362603576A5014891352 @default.
- W4362603576 hasAuthorship W4362603576A5021027241 @default.
- W4362603576 hasAuthorship W4362603576A5021610159 @default.
- W4362603576 hasAuthorship W4362603576A5032005332 @default.
- W4362603576 hasAuthorship W4362603576A5034227844 @default.
- W4362603576 hasAuthorship W4362603576A5039815946 @default.
- W4362603576 hasAuthorship W4362603576A5044526651 @default.
- W4362603576 hasAuthorship W4362603576A5064161233 @default.
- W4362603576 hasAuthorship W4362603576A5076674902 @default.
- W4362603576 hasConcept C11413529 @default.
- W4362603576 hasConcept C115961682 @default.
- W4362603576 hasConcept C119857082 @default.
- W4362603576 hasConcept C120665830 @default.
- W4362603576 hasConcept C121332964 @default.
- W4362603576 hasConcept C126838900 @default.
- W4362603576 hasConcept C141379421 @default.
- W4362603576 hasConcept C154945302 @default.
- W4362603576 hasConcept C159694833 @default.
- W4362603576 hasConcept C163716698 @default.
- W4362603576 hasConcept C180145272 @default.
- W4362603576 hasConcept C185592680 @default.
- W4362603576 hasConcept C191178318 @default.
- W4362603576 hasConcept C31972630 @default.
- W4362603576 hasConcept C41008148 @default.
- W4362603576 hasConcept C5176359 @default.
- W4362603576 hasConcept C544519230 @default.
- W4362603576 hasConcept C55493867 @default.
- W4362603576 hasConcept C71924100 @default.
- W4362603576 hasConceptScore W4362603576C11413529 @default.
- W4362603576 hasConceptScore W4362603576C115961682 @default.
- W4362603576 hasConceptScore W4362603576C119857082 @default.
- W4362603576 hasConceptScore W4362603576C120665830 @default.
- W4362603576 hasConceptScore W4362603576C121332964 @default.
- W4362603576 hasConceptScore W4362603576C126838900 @default.
- W4362603576 hasConceptScore W4362603576C141379421 @default.
- W4362603576 hasConceptScore W4362603576C154945302 @default.
- W4362603576 hasConceptScore W4362603576C159694833 @default.
- W4362603576 hasConceptScore W4362603576C163716698 @default.
- W4362603576 hasConceptScore W4362603576C180145272 @default.
- W4362603576 hasConceptScore W4362603576C185592680 @default.
- W4362603576 hasConceptScore W4362603576C191178318 @default.
- W4362603576 hasConceptScore W4362603576C31972630 @default.
- W4362603576 hasConceptScore W4362603576C41008148 @default.
- W4362603576 hasConceptScore W4362603576C5176359 @default.
- W4362603576 hasConceptScore W4362603576C544519230 @default.
- W4362603576 hasConceptScore W4362603576C55493867 @default.
- W4362603576 hasConceptScore W4362603576C71924100 @default.
- W4362603576 hasLocation W43626035761 @default.
- W4362603576 hasOpenAccess W4362603576 @default.
- W4362603576 hasPrimaryLocation W43626035761 @default.
- W4362603576 hasRelatedWork W1535276119 @default.
- W4362603576 hasRelatedWork W2055210187 @default.
- W4362603576 hasRelatedWork W2059612401 @default.
- W4362603576 hasRelatedWork W2176392010 @default.
- W4362603576 hasRelatedWork W2223320490 @default.
- W4362603576 hasRelatedWork W2349347303 @default.
- W4362603576 hasRelatedWork W2542932817 @default.
- W4362603576 hasRelatedWork W2900363363 @default.
- W4362603576 hasRelatedWork W2960495675 @default.
- W4362603576 hasRelatedWork W49138369 @default.
- W4362603576 isParatext "false" @default.
- W4362603576 isRetracted "false" @default.
- W4362603576 workType "article" @default.