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DAS
2006
Springer
13 years 8 months ago
Combining Multiple Classifiers for Faster Optical Character Recognition
Traditional approaches to combining classifiers attempt to improve classification accuracy at the cost of increased processing. They may be viewed as providing an accuracy-speed tr...
Kumar Chellapilla, Michael Shilman, Patrice Simard
DAS
2006
Springer
13 years 8 months ago
Efficient Word Retrieval by Means of SOM Clustering and PCA
Abstract. We propose an approach for efficient word retrieval from printed documents belonging to Digital Libraries. The approach combines word image clustering (based on Self Orga...
Simone Marinai, Stefano Faini, Emanuele Marino, Gi...
DAS
2006
Springer
13 years 8 months ago
Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents
Abstract. In this paper, we present a method for the automatic extraction of numerical fields (zip codes, phone numbers, etc.) from incoming mail documents. The approach is based o...
Clément Chatelain, Laurent Heutte, Thierry ...
DAS
2006
Springer
13 years 8 months ago
Performance Evaluation of Text Detection and Tracking in Video
Text detection and tracking is an important step in a video content analysis system as it brings important semantic clues which is a vital supplemental source of index information....
Vasant Manohar, Padmanabhan Soundararajan, Matthew...
DAS
2006
Springer
13 years 8 months ago
Language Identification in Degraded and Distorted Document Images
This paper presents a language identification technique that differentiates Latin-based languages in degraded and distorted document images. Different from the reported methods tha...
Shijian Lu, Chew Lim Tan, Weihua Huang
DAS
2006
Springer
13 years 8 months ago
The Restoration of Camera Documents Through Image Segmentation
This paper presents a document restoration technique that is able to flatten curled document images captured through a digital camera. The proposed method corrects camera images of...
Shijian Lu, Chew Lim Tan
DAS
2006
Springer
13 years 8 months ago
Writer Identification for Smart Meeting Room Systems
Abstract. In this paper we present a text independent on-line writer identification system based on Gaussian Mixture Models (GMMs). This system has been developed in the context of...
Marcus Liwicki, Andreas Schlapbach, Horst Bunke, S...
DAS
2006
Springer
13 years 8 months ago
Toward File Consolidation by Document Categorization
An efficient adaptive document classification and categorization approach is proposed for personal file creation corresponding to user's specific needs and profile. This kind ...
Abdel Belaïd, André Alusse
DAS
2006
Springer
13 years 8 months ago
Retrieval from Document Image Collections
Abstract. This paper presents a system for retrieval of relevant documents from large document image collections. We achieve effective search and retrieval from a large collection ...
A. Balasubramanian, Million Meshesha, C. V. Jawaha...
DAS
2006
Springer
13 years 8 months ago
Towards Versatile Document Analysis Systems
Henry S. Baird, Matthew R. Casey