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Video Super Resolution Based on Deep Learning: A Comprehensive Survey [article]

Hongying Liu, Zhubo Ruan, Peng Zhao, Chao Dong, Fanhua Shang, Yuanyuan Liu, Linlin Yang, Radu Timofte
2022 arXiv   pre-print
To the best of our knowledge, this work is the first systematic review on VSR tasks, and it is expected to make a contribution to the development of recent studies in this area and potentially deepen our  ...  Moreover, the architectures and implementation details of all the methods are depicted in detail.  ...  Yaowei Wang (Associate Professor with Peng Cheng Laboratory, Shenzhen, China) for their help in improving the quality of this manuscript.  ... 
arXiv:2007.12928v3 fatcat:nxoejcfdnzas3jznbqsale36ty

Welcome Messages

2019 2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)  
With the spread of mobile devices, image and video transmission is in great demand.  ...  The database along with its source code will be made open source for the research and academic purpose.  ...  (b) video quality. mapped to the message bit m (dependent on mapping rule) are considered, where the one with the best rate distortion (RD) cost is coded.  ... 
doi:10.1109/ispacs48206.2019.8986291 fatcat:gu4zaxsqkncp5n2ebj5fybk7ce

Artificial intelligence in the creative industries: a review

Nantheera Anantrasirichai, David Bull
2021 Artificial Intelligence Review  
In contrast, we observe that the successes of ML in domains with fewer constraints, where AI is the 'creator', remain modest.  ...  (iv) information extraction and enhancement, and (v) data compression.  ...  The above techniques seek to learn implicit redundancy that is present in natural data to recover missing HR information from a single LR instance.  ... 
doi:10.1007/s10462-021-10039-7 fatcat:tcctdi7vprfx7mlujvqmpiy3ru

Artificial Intelligence in the Creative Industries: A Review [article]

Nantheera Anantrasirichai, David Bull
2021 arXiv   pre-print
information extraction and enhancement, and v) data compression.  ...  In contrast, we observe that the successes of machine learning in domains with fewer constraints, where AI is the 'creator', remain modest.  ...  With deep learning-based technologies, the LR and HR images are matched and used for training architectures such as CNNs, to provide high quality upscaling potentially using only a single LR image (Dong  ... 
arXiv:2007.12391v5 fatcat:mn2xqeylyrbabbu5zwln3admtm

Solution of Inverse Problem using Learning

Qiqin Dai
2017 unpublished
We propose to fuse an LR XRF image and a conventional HR RGB image into a product of HR  ...  We propose to extend the previous single-frame SR methods to multiple-frames, i.e., estimating single HR output frame by multiple LR input frames, utilizing DL and motion estimation.  ...  The mapping from an LR to an HR image, as depicted by Equation (1.2) is learned during training and is captured by the structures of two coupled, LR and HR, dictionaries.  ... 
doi:10.21985/n2bq8w fatcat:2yc6h63dp5dvvorqtvdik7ago4

Improving Internet Usability: A Framework for Domain Name Policy Evaluation

Joshua Luke Rowe
2008 Social Science Research Network  
inconsistencies in domain name allocation policies.  ...  with ‗flat' ccTLD structures.  ... 
doi:10.2139/ssrn.1503084 fatcat:f3cuuc2ts5hdxgu7lzmtpdai5a

The Vessel Schedule Recovery Problem (VSRP) – A MIP model for handling disruptions in liner shipping

Berit D. Brouer, Jakob Dirksen, David Pisinger, Christian E.M. Plum, Bo Vaaben
2013 European Journal of Operational Research  
We outline the solution methods that have been developed. Also, these problems have been addressed in collaboration with industry, and have led to substantial economic savings.  ...  Structures of the obtained schedules and performance of such applications are studied.  ...  The proposed method allows to identify and visualize possible stereochemical, folding, packing inconsistencies of protein structure.  ... 
doi:10.1016/j.ejor.2012.08.016 fatcat:c27kagfnxnhjfbil2rydhjhomm

Adaptive information extraction

Jordi Turmo, Alicia Ageno, Neus Català
2006 ACM Computing Surveys  
This survey describes and compares the main approaches to IE and the different ML techniques used to achieve Adaptive IE technology.  ...  For the sake of reducing the high cost of manually adapting IE applications to new domains, experiments with different Machine Learning (ML) techniques have been carried out by the research community.  ...  .) to the model and selecting the structure with the best score as the next model.  ... 
doi:10.1145/1132956.1132957 fatcat:usu2uodawzf5hh2ibl7ufo2y6y

Towards a synchronized semantic model to support aspects of building management

Michael Dibley, Haijiang Li, John Miles, Yacine Rezgui
2009 2009 7th IEEE International Conference on Industrial Informatics  
In contrast, current FM tools, lacking automatic synchronisation with the domain and rich semantic modelling, are limited to the simpler querying of manually maintained models iv v Declaration and Statements  ...  Agent behaviour directed at working toward goals is rendered intelligent with semantic web technologies.  ...  Acknowledgements The author gratefully acknowledges the help, support and guidance of his supervisors Dr Haijiang Li and Professor John Miles. The research was funded by the EPSRC.  ... 
doi:10.1109/indin.2009.5195822 fatcat:z2s4micvrvhwzioiivpdxz2t54

Abstracts From the 2010 International Stroke Conference: Poster Presentations

2010 Stroke  
With the Guidelines SM patient management tool (GWTG-Stroke).  ...  The PI team tested methods to reduce falls through evidence based practice. Methods: The team elected to use a 90 day, Plan, Do, Study Act model (P.D.S.A.).  ...  Except for one ICA with massive hyperechoic plaque, forty-two ICAs with stenosis were evaluated with NASCET-CAG method, NASCET-DUS method and PSV.  ... 
doi:10.1161/01.str.0000366115.56266.0a fatcat:ifl42fqawraxxfqufopwld3bua

Asia Pacific Stroke Conference 2016. Abstracts of the Annual Conference of theAsia Pacific Stroke Organization (APSO) Combined with Stroke Society of Australasia, Brisbane, Qld., Australia, July 14-17, 2016: Abstracts

2016 Cerebrovascular Diseases  
Methods: A prospective, multicentre randomised controlled trial, with three parallel groups, concealed allocation, assessor blinding and intention-to-treat analysis was performed.  ...  Methods: Data from AuSCR registrants admitted with stroke to 23 Queensland hospitals between July 2012 and December 2014 were used.  ...  Methods: A before-after pilot study utilising behavioural mapping every 10 minutes between 7.30 am and 7.30 pm was conducted to compare activity levels of stroke patients recovering in an enriched and  ... 
doi:10.1159/000447732 pmid:27409083 fatcat:npg6lu4kgzherj7oa5aaory3lq

2501

Magda Shaheen, Senait Teklehaimanot
2017 Journal of Clinical and Translational Science  
DISCUSSION/SIGNIFICANCE OF IMPACT: Our study showed that minority (AA and Hispanics), foreign born and uninsured with depression were less likely to use mental health services and/or antidepressant drug  ...  METHODS/STUDY POPULATION: Analysis of data for adult≥20 years old from the NHANES 2006–2012. Depression was assessed using the 9-item PHQ.  ...  RESULTS/ANTICIPATED RESULTS: The preliminary analysis included all female adolescents (n = 49,292) and a subset of pregnant adolescents with offspring data available (n = 2917).  ... 
doi:10.1017/cts.2017.287 fatcat:yp5uxjopfzhuzovziwsbbhl2au

MITE (mariner insect transposon-like element, miniature inverted-repeat transposable element) [chapter]

2008 Encyclopedia of Genetics, Genomics, Proteomics and Informatics  
All other methods need to be compared with and tested against this method before their results can be accepted and used.  ...  By computational technology, 1,080 gene products were allocated to mitochondria with an estimated false positive rate of 10%.  ...  About >85% of the autosomal gene repertory of the mouse displays conserved synteny with that in the human genome. The X chromosomal genetic structure is practically identical in man and mouse.  ... 
doi:10.1007/978-1-4020-6754-9_10520 fatcat:tj67vdv34vc63hlfupk6xahu24

Mitochondrial Import [chapter]

2008 Encyclopedia of Genetics, Genomics, Proteomics and Informatics  
All other methods need to be compared with and tested against this method before their results can be accepted and used.  ...  By computational technology, 1,080 gene products were allocated to mitochondria with an estimated false positive rate of 10%.  ...  About >85% of the autosomal gene repertory of the mouse displays conserved synteny with that in the human genome. The X chromosomal genetic structure is practically identical in man and mouse.  ... 
doi:10.1007/978-1-4020-6754-9_10535 fatcat:kablmiledvdx3lxxk4j3tsicca

Motion Systems [chapter]

2009 Principles of Flight Simulation  
The computer has to load its dictionary of words, access the file containing the text and then search for each word in the dictionary.  ...  There is a need to map between the IP addresses allocated to the nodes on the network and the logical addresses used in the simulation.  ...  However, simulator trials with experienced pilots showed a wide variation of acceptance and the weighting factors were adjusted empirically rather than theoretically.  ... 
doi:10.1002/9780470685662.ch10 fatcat:4w57z4rbojbavjc42xzsj45o4q
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