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Deep Learning for HDR Imaging: State-of-the-Art and Future Trends [article]

Lin Wang, Kuk-Jin Yoon
2021 arXiv   pre-print
In recent years, there has been a significant advancement in HDR imaging using deep learning (DL).  ...  Finally, we highlight some open problems and point out future research directions.  ...  ACKNOWLEDGMENTS This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (NRF-2018R1A2B3008640).  ... 
arXiv:2110.10394v3 fatcat:pvsktnd5wrgo5lstughzlhon7i

Data-rich astronomy: mining synoptic sky surveys [article]

Stefano Cavuoti
2013 arXiv   pre-print
In a new, age new instruments are necessary, as it happened in the Bronze age when mankind left the old instruments made out of stone to adopt the new, better ones made with bronze.  ...  In a similar way, this new age of Astronomy calls for a new generation of tools and, for a new methodological approach to many problems, and for the acquisition of new skills.  ...  Acknowledgements "Good company in a journey makes the way to seem the shorter." Izaak Walton.  ... 
arXiv:1304.6615v1 fatcat:6qmfvpl3czcr3hlupbc3r3hhfa

17th Quadrennial Meeting of the World Society for Stereotactic and Functional Neurosurgery. Berlin, Germany, June 26-29, 2017: Abstracts

2017 Stereotactic and Functional Neurosurgery  
Methods: Five patients were included in a prospective, monocentric, 12-month clinical observational study, with blind crossover period (NCT01718249): P1 male, 32 y/o, 12 years after traumatic brain injury  ...  Methods: We assessed the efficacy of MFB-DBS in a cohort of six TRD patients over a 52-week period using improvement on the Montgomery-Åsberg Depression Rating Scale (MADRS) as the primary outcome measure  ...  Hemifacial pain and sensory change following occipital neuralgia may be a symptomatic clue in decision of the exploration of GON.  ... 
doi:10.1159/000478281 pmid:28641280 fatcat:ivcbjloukfgiriry65t37fccm4

Semantically Correct High-resolution CT Image Interpolation and its Application

Jiawei Li, University, My
2020
Besides, the medical field puts a high threshold for the quality of interpolations, as they need to be semantic and realistic enough, and resemble real data with only small errors permitted.  ...  Image interpolation in the medical area is of vital importance as most 3D biomedical volume images are sampled where the distance between consecutive slices is significantly greater than the in-plane pixel  ...  And they constrain in the range of [0, 0.5] during training to resolve the ambiguity between predicting and 1 − .  ... 
doi:10.20381/ruor-25374 fatcat:mekblvtxxnhypasgyrepes3seq

On Fresnelets, interference fringes, and digital holography

Michael Liebling
2005
Schliesslich schlagen wir Richtlinien vor, zur Auswahl angemessener Algorithmen für jeweils gegebene Probleme.  ...  Dabei gereicht es uns zum Vorteil, dass wir die Probleme der Phasen Rekonstruktion und der Propagation separat behandeln.  ...  Martin Vetterli who kindly accepted to be on my thesis committee and have given me feedback both in optics and signal processing during the past years.  ... 
doi:10.5075/epfl-thesis-2977 fatcat:zjqsppzhcraj7k23jkem2tmqe4

Text-detection and -recognition from natural images

Hanaa Mahmood
2020
with various scales and of different sizes.In this research, we propose a methodology to handle the problem of text detection by using novel combination and selection features to deal with the classification  ...  Furthermore, we aimed to find a solution to the two main problems concerning arbitrarily shaped text (horizontal, multi-oriented, and curved text) detection and recognition in a low-resolution scene and  ...  The final class distribution is generated using an ensemble, or arithmetic averaging, of the distribution of all trees (L = (l1, l2,…, lr )) using Equation 3.19.  ... 
doi:10.26174/thesis.lboro.11816487 fatcat:u5m5vrca6bbyzb5jlrlyqaqcoy

Data-rich astronomy: mining synoptic sky surveys

Stefano Cavuoti
2013
In a new, age new instruments are necessary, as it happened in the Bronze age when mankind left the old instruments made out of stone to adopt the new, better ones made with bronze.  ...  In a similar way, this new age of Astronomy calls for a new generation of tools and, for a new methodological approach to many problems, and for the acquisition of new skills.  ...  Acknowledgements "Good company in a journey makes the way to seem the shorter." Izaak Walton.  ... 
doi:10.6092/unina/fedoa/9196 fatcat:bg4nr4kgkrclzlno6rukgk3mai

Discriminative Learning for Probabilistic Sequence Analysis [article]

Jonas Maaskola, Universitätsbibliothek Der FU Berlin, Universitätsbibliothek Der FU Berlin
2015
The investigation concludes with several case studies comprising 30 datasets from transcriptome-scale technologies —ChIP-Seq, RIP-ChIP, and PAR-CLIP—of embryonic stem cell transcription factors and of  ...  This dissertation presents a study of discriminative learning techniques for probabilistic sequence analysis that find application in pattern discovery of binding sites in nucleic acid sequences.  ...  The FDR is estimated by FDR (τ) = C2 C1 L1 L2 , where C 1 is the number of sites in the signal sequences with a likelihood ratio exceeding τ, and C 2 the corresponding number in the control sequences.  ... 
doi:10.17169/refubium-8314 fatcat:dk32fbfxrrhfromr6i365bs6rm