Algorithms for clustering data
Algorithms for clustering data
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Twenty Years of Document Image Analysis in PAMI
IEEE Transactions on Pattern Analysis and Machine Intelligence
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Hidden Tree Markov Models for Document Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Properties of Embedding Methods for Similarity Searching in Metric Spaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Document Classification Using Layout Analysis
DEXA '99 Proceedings of the 10th International Workshop on Database & Expert Systems Applications
Content Analysis in Document Images: A Scale Space Approach
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
Cluster-preserving Embedding of Proteins
Cluster-preserving Embedding of Proteins
Document Images Analysis Solutions for Digital libraries
DIAL '04 Proceedings of the First International Workshop on Document Image Analysis for Libraries (DIAL'04)
A Binarization Algorithm specialized on Document Images and Photos
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Digital Bleaching and Content Extraction for the Digital Archive of Rare Books
DIAL '06 Proceedings of the Second International Conference on Document Image Analysis for Libraries
AGORA: the Interactive Document Image Analysis Tool of the BVH Project
DIAL '06 Proceedings of the Second International Conference on Document Image Analysis for Libraries
DEBORA: Digital AccEss to BOoks of the RenAissance
International Journal on Document Analysis and Recognition
Keyword-guided word spotting in historical printed documents using synthetic data and user feedback
International Journal on Document Analysis and Recognition
International Journal on Document Analysis and Recognition
Enhancing HSV histograms with achromatic points detection for video retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
Document Images Retrieval Based on Multiple Features Combination
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 01
Document Image Segmentation Using a 2D Conditional Random Field Model
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 01
International Journal on Document Analysis and Recognition
"Inside the bible": segmentation, annotation and retrieval for a new browsing experience
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Surfing on artistic documents with visually assisted tagging
Proceedings of the international conference on Multimedia
Feature space warping relevance feedback with transductive learning
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
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In this work we propose a system for automatic document segmentation to extract graphical elements from historical manuscripts and then to identify significant pictures from them, removing floral and abstract decorations. The system performs a block based analysis by means of color and texture features. The Gradient Spatial Dependency Matrix, a new texture operator particularly effective for this task, is proposed. The feature vectors are processed by an embedding procedure which allows increased performance in later SVM classification. Results for both feature extraction and embedding based classification are reported, supporting the effectiveness of the proposal.