Chinese Handwriting Recognition: An Algorithmic Perspective
This book provides an algorithmic perspective on the recent development of Chinese handwriting recognition. Two technically sound strategies, the segmentation-free and integrated segmentation-recognition strategy, are investigated and algorithms that have worked well in practice are primarily focuse...
Gardado en:
| Autor Principal: | |
|---|---|
| Formato: | Livre numérique |
| Idioma: | Anglais |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2013.
Cham : Springer Nature |
| Series: | SpringerBriefs in Electrical and Computer Engineering
|
| Acceso en liña: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Chinese Handwriting Recognition: An Algorithmic Perspective, Texte imprimé, 9783642318115 • Chinese Handwriting Recognition: An Algorithmic Perspective, Texte imprimé, 9783642318139 |
| LEADER | 03194nam a22003257a 4500 | ||
|---|---|---|---|
| 001 | 950062 | ||
| 008 | 130325s2013 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN168320398 | ||
| 020 | |a 9783642318122 | ||
| 041 | 0 | |a eng | |
| 082 | |a 006.6 | ||
| 100 | 1 | |a Su, Tonghua. | |
| 245 | 1 | 0 | |a Chinese Handwriting Recognition: An Algorithmic Perspective |c by Tonghua Su. |
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c 2013. | ||
| 490 | 0 | |a SpringerBriefs in Electrical and Computer Engineering |x 2191-8120 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Introduction -- HIT-MW Database -- Integrated Segmentation-Recognition Strategy -- Segmentation-free Strategy: Basic Algorithms -- Segmentation-free Strategy: Advanced Algorithms. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a This book provides an algorithmic perspective on the recent development of Chinese handwriting recognition. Two technically sound strategies, the segmentation-free and integrated segmentation-recognition strategy, are investigated and algorithms that have worked well in practice are primarily focused on. Baseline systems are initially presented for these strategies and are subsequently expanded on and incrementally improved. The sophisticated algorithms covered include: 1) string sample expansion algorithms which synthesize string samples from isolated characters or distort realistic string samples; 2) enhanced feature representation algorithms, e.g. enhanced four-plane features and Delta features; 3) novel learning algorithms, such as Perceptron learning with dynamic margin, MPE training and distributed training; and lastly 4) ensemble algorithms, that is, combining the two strategies using both parallel structure and serial structure. All the while, the book moves from basic to advanced algorithms, helping readers quickly embark on the study of Chinese handwriting recognition. | ||
| 776 | 0 | |t Chinese Handwriting Recognition: An Algorithmic Perspective |b Texte imprimé |z 9783642318115 | |
| 776 | 0 | |t Chinese Handwriting Recognition: An Algorithmic Perspective |b Texte imprimé |z 9783642318139 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-642-31812-2 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-VCQ9LSBW-8 |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:748063927 |u https://ezproxy.univ-orleans.fr/login?url=https://dx.doi.org/10.1007/978-3-642-31812-2 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:751515604 |u https://ezproxy.insa-cvl.fr/login?qurl=https://dx.doi.org/10.1007/978-3-642-31812-2 |z Accès INSA CVL | |
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