A novel word spotting method based on recurrent neural networks

V Frinken, A Fischer, R Manmatha… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Keyword spotting refers to the process of retrieving all instances of a given keyword from a
document. In the present paper, a novel keyword spotting method for handwritten …

Image retrieval using markov random fields and global image features

A Llorente, R Manmatha, S Rüger - Proceedings of the ACM …, 2010 - dl.acm.org
In this paper, we propose a direct image retrieval framework based on Markov Random
Fields (MRFs) that exploits the semantic context dependencies of the image. The novelty of …

A keyword spotting approach using blurred shape model-based descriptors

A Fornés, V Frinken, A Fischer, J Almazán… - Proceedings of the …, 2011 - dl.acm.org
The automatic processing of handwritten historical documents is considered a hard problem
in pattern recognition. In addition to the challenges given by modern handwritten data, a lack …

Finding words in alphabet soup: Inference on freeform character recognition for historical scripts

NR Howe, S Feng, R Manmatha - Pattern Recognition, 2009 - Elsevier
This paper develops word recognition methods for historical handwritten cursive and printed
documents. It employs a powerful segmentation-free letter detection method based upon …

[PDF][PDF] An analysis of photo editors' query formulations for image retrieval

TY Hung - Journal of Librarianship and Information Studies, 2012 - scholar.archive.org
The objective of this study is to examine the characteristics of queries raised by searchers in
the process of collecting image information. The study involves 30 photo editors using the …

Document Informatics for Scientific Learning and Accelerated Discovery

V Govindaraju, I Nwogu, S Setlur - Handbook of Statistics, 2015 - Elsevier
This chapter presents a concept paper that describes methods to accelerate new materials
discovery and optimization, by enabling faster recognition and use of important theoretical …

[图书][B] Semantics and statistics for automated image annotation

AL Coto - 2010 - search.proquest.com
Automated image annotation consists of a number of techniques that aim to find the
correlation between words and image features such as colour, shape, and texture to provide …