Writer Identification and Writer Retrieval Using the Fisher Vector on Visual Vocabularies
2013 12th International Conference on Document Analysis and Recognition, 2013In this paper a method for writer identification and writer retrieval is presented. Writer identification is the task of identifying the writer of a document out of a database of known writers. In contrast to identification, writer retrieval is the task of finding documents in a database according to the similarity of handwritings.
Stefan Fiel, Robert Sablatnig
exaly +3 more sources
Information retrieval based writer identification
Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings., 2005This communication deals with the Writer Identificationtask. Our previous work has shown the interest of usingthe graphemes as features for describing the individualproperties of Handwriting. We propose here to exploit thesame feature set but using an information retrievalparadigm to describe and compare the handwritten queryto each sample of ...
Ameur Bensefia +2 more
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Multiple writer retrieval systems based on language independent dissimilarity learning
Expert Systems With Applications, 2020Abstract Retrieval based on query images supports interesting applications in handwritten document analysis, such as checking manuscripts originality, and authorship. In this respect, writer retrieval systems aim to automatically find all manuscripts belonging to the same author.
Hassiba Nemmour +2 more
exaly +3 more sources
SVM-based writer retrieval system in handwritten document images
Multimedia Tools and Applications, 2021Digital libraries include huge amount of information that are continuously increasing with the need of storing various kinds of handwritten documents such as administrative forms, and cultural heritage manuscripts. Therefore, new emerging techniques such as writer retrieval are used to facilitate information extraction from archived documents ...
Mohamed Lamine Bouibed +2 more
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Multi-script Writer Identification Optimized with Retrieval Mechanism
2012 International Conference on Frontiers in Handwriting Recognition, 2012identifying the writer of a handwritten document has been an active research area over the last few years with applications in biometrics, forensics, smart meeting rooms and historical document analysis. In this paper, we present a new writer identification system based on a retrieval mechanism. Texture based edge-hinge and run-length features are used
Chawki Djeddi +3 more
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Retrieving Customary Web Language to Assist Writers
2010This paper introduces Netspeak, a Web service which assists writers in finding adequate expressions. To provide statistically relevant suggestions, the service indexes more than 1.8 billion n-grams, n≤5, along with their occurrence frequencies on the Web.
Benno Stein 0001 +2 more
openaire +1 more source
Improved writer retrieval in handwritten documents using hybrid combination
Multimedia Tools and ApplicationsHassiba Nemmour, Mohamed Lamine Bouibed
exaly +3 more sources
An Off-line Chinese Writer Retrieval System Based on Text-sensitive Writer Identification
18th International Conference on Pattern Recognition (ICPR'06), 2006In this paper an off-line Chinese writer retrieval system based on text-sensitive writer identification is practised. OCR technique is used to mark the handwritten script content. The used text-sensitive writer identification algorithm extracts directional element features (DEFs), reduces the dimensions using PCA and LDA, and adopts the simple ...
Xin Li 0144 +2 more
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CVL-DataBase: An Off-Line Database for Writer Retrieval, Writer Identification and Word Spotting
2013 12th International Conference on Document Analysis and Recognition, 2013In this paper a public database for writer retrieval, writer identification and word spotting is presented. The CVL-Database consists of 7 different handwritten texts (1 German and 6 English Texts) and 311 different writers. For each text an RGB color image (300 dpi) comprising the handwritten text and the printed text sample are available as well as a
Stefan Fiel, Florian Kleber, Markus Diem
exaly +3 more sources
Score Level Fusion for Improving Writer Retrieval in Handwritten Document Databases
020 1st International Conference on Communications, Control Systems and Signal Processing (CCSSP), 2020Writer retrieval in handwritten document databases is used in various aims such as authenticating old manuscripts, and predicting the writer of anonymous texts. Such systems try to retrieve all documents of a given writer without having a prior knowledge about its identity. This paper introduces the use of score level fusion for improving the retrieval
Hassiba Nemmour +2 more
exaly +2 more sources

