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Handwritten Devanagari Numeral Recognition by Fusion of Classifiers

S Prabhanjan, R Dinesh
2015 International Journal of Signal Processing, Image Processing and Pattern Recognition  
,N : C i k = Lk(S − si). We then use the learned classifiers to generate predictions for si=̂ ( ).  ...  Due to its vast applications, many researchers are actively working towards development of effective and efficient hand written character/numeral recognition.  ...  [18] Proposed a multistage classification for recognition of unconstrained handwritten characters, first stage based on fuzzy inference system and second stage based on structural features using feed  ... 
doi:10.14257/ijsip.2015.8.7.05 fatcat:qj3kyigm35dbvffddhjwjdruhe

Handwritten Optical Character Recognition (OCR): A Comprehensive Systematic Literature Review (SLR) [article]

Jamshed Memon, Maira Sami, Rizwan Ahmed Khan
2020 arXiv   pre-print
Given the ubiquity of handwritten documents in human transactions, Optical Character Recognition (OCR) of documents have invaluable practical worth.  ...  The objective of this review paper is to summarize research that has been conducted on character recognition of handwritten documents and to provide research directions.  ...  For experiments, k-nearest neighbor classifier was used for classification of the handwritten scripts.  ... 
arXiv:2001.00139v1 fatcat:p3rdutz35besxfxf7suozt7r2u

Adaptive combination of adaptive classifiers for handwritten character recognition

Matti Aksela, Jorma Laaksonen
2007 Pattern Recognition Letters  
This thesis proposes methods for adaptive combination of classifiers in the setting of on-line handwritten character recognition.  ...  Aksela, M. (2007) : Adaptive combinations of classifiers with application to on-line handwritten character recognition.  ...  On-line handwritten character recognition Handwritten character recognition has been an ongoing research problem for several decades [197, 113, 155, 15, 220] .  ... 
doi:10.1016/j.patrec.2006.06.016 fatcat:rwm3rxdvmjexheios3wvwz5a7u

Comparative Study on Deep Convolution Neural Networks DCNN-based Offline Arabic Handwriting Recognition

Taraggy M Ghanim, Mahmoud I Khalil, Hazem M. Abbas
2020 IEEE Access  
This paper proposes a multistage cascading system to serve the field of offline Arabic handwriting recognition.  ...  If we compared between Latin and the isolated Arabic character recognition, the latter is much more challenging due to the similarity between characters, and the variability of the writing styles.  ...  At this point, handwritten words are characterized as probability distributions of local gradients.  ... 
doi:10.1109/access.2020.2994290 fatcat:riag62huzvc73huhsunir7e6ke

Particle swarm classification: A survey and positioning

Nabila Nouaouria, Mounir Boukadoum, Robert Proulx
2013 Pattern Recognition  
Subsequently, a positioning PSC for these problems with respect to other classification approaches is made.  ...  The solutions that have been proposed in the literature for each of these issues are described including recent improvements by a novel PSC algorithm developed by the authors.  ...  a Euclidean distance metric for the k-NN classifier.  ... 
doi:10.1016/j.patcog.2012.12.011 fatcat:nh3qmsvucnhxtbzhwq7aq4i3hy

The M2DC Project: Modular Microserver DataCentre

Mariano Cecowski, Giovanni Agosta, Ariel Oleksiak, Michal Kierzynka, Micha vor dem Berge, Wolfgang Christmann, Stefan Krupop, Mario Porrmann, Jens Hagemeyer, Rene Griessl, Meysam Peykanu, Lennart Tigges (+13 others)
2016 2016 Euromicro Conference on Digital System Design (DSD)  
This paper provides an overview of the different topics FPGAs have been used for in the last 15 years of research and why they have been chosen over other processing units like e.g. CPUs.  ...  scanned text string extraction 2000 [29] Fuzzy logic Fuzzy logic controller for DC/DC converter 2000 [30] Image processing Handwritten-digit recognition 2000 [31] Networks Asynchronous Transfer  ...  A typical task is the characterization of genetic sets.  ... 
doi:10.1109/dsd.2016.76 dblp:conf/dsd/CecowskiAOKBCKP16 fatcat:bu4nbkqaejebjafrotibui6mkq

Data Service Outsourcing and Privacy Protection in Mobile Internet [chapter]

Zhen Qin, Erqiang Zhou, Yi Ding, Yang Zhao, Fuhu Deng, Hu Xiong
2018 Data Service Outsourcing and Privacy Protection in Mobile Internet  
On the one hand, it needs efficient data processing model to provide support for data services, and on the other hand, it needs certain computing resources to provide data security services.  ...  of data analysis and processing, the fine-grained data access control through effective user privacy protection mechanism, and the data sharing in the mobile Internet, which provide technical support for  ...  ., face recognition or facial expression recognition).  ... 
doi:10.5772/intechopen.79903 fatcat:kvdisoudirgdhd7tvscnhsb6gm

A theory of classifier combination: the neural network approach

Dar-Shyang Lee, S.N. Srihari
Proceedings of 3rd International Conference on Document Analysis and Recognition  
Mandler and Schurmann [76] , Xu, Krzy_ zak and Suen [134] Lu and Yamaoka [72] applied DS theory, with simplications, on handwritten digit and character recognitions.  ...  A comparison neural network performance to other combination methods for handwritten digit recognition is given in [66] .  ... 
doi:10.1109/icdar.1995.598940 dblp:conf/icdar/LeeS95 fatcat:34wetoeygfa4hpanz6islsi7bm

39th European Conference on Visual Perception (ECVP) 2016 Barcelona

2016 Perception  
Only one had prolonged sorting time for word recognition in handwritten stimuli and none were impaired in accuracy.  ...  knowledge for precise conscious recognition.  ...  CONCLUSIONS: By straight-forward extensions of a classical physiologically-inspired model for body motion recognition we were able to account for the perceptual multistability and the dependence on shading  ... 
doi:10.1177/0301006616671273 fatcat:el2dmsuk6zd25pedijucuexl5m

Emerging Adulthood and Developmental Co-ordination Disorder

A. Kirby, L. Edwards, D. Sugden
2011 Journal of Adult Development  
ulh ruJ fwm t\)e qucsti nn .. ire ' with n.  ...  Recognition of students in order to provide support for them appears also to be limited.  ... 
doi:10.1007/s10804-011-9123-1 fatcat:bpbtdqrpozbijpavo4yfmxcnaq

ADVCOMP 2016 Technical Program Committee

Abir Alharbi, Danny Krizanc, Ivan Rodero, Jerry Trahan, Wenbing Zhao, Alice Koniges, Lawrence Laboratory, Nersc, Peter Usa, Müller, Anna Schwanengel, A Siemens (+111 others)
2016 unpublished
We also gratefully thank the members of the ADVCOMP 2016 organizing committee for their help in handling the logistics and for their work that made this professional meeting a success.  ...  a series of events addressing the fundamentals advanced scientific computing and specific mechanisms and algorithms for particular sciences.  ...  We would like to thank the CMT team at Saudi Aramco EXPEC ARC for their support and input. Especially we want to thank Ali H. Dogru for making this research project possible. ACKNOWLEDGMENT  ... 


Barbara Romig, Julie O', Sullivan Maillet, Ann Tucker, D Anne, M Hewitt
To my daughter Lauren and son Bradford, for their understanding of my passion to move my education forward.  ...  To my mother Joan, for her remarkable patience and proofing expertise; she was always willing to help in anyway.  ...  For example I would suggest that you enumerate the three segments.  ...