When a neural language model is used for caption generation, the image information can be fed to the neural network either by directly incorporating it in a recurrent neural network – conditioning the language model by injecting image features – or in a layer following the recurrent neural network – conditioning the language model by merging the image features. While merging implies that visual...

The ever growing amount of web images and their associated texts offers new opportunities for integrative models bridging natural language processing and computer vision. However, the potential benefits of such data are yet to be fully realized due to the complexity and noise in the alignment between image content and text. We address this challenge with contributions in two folds: first, we in...

Knowledge-based numeric open caption recognition is proposed that can recognize numeric captions generated by character generator (CG) and automatically superimpose a modified caption using the recognized text only when a valid numeric caption appears in the aimed specific region of a live sportscast scene produced by other broadcasting stations. In the proposed method, mesh features are extrac...

[This corrects the article DOI: 10.5888/pcd12.140529.]. In the article “Tobacco Use Screening and Counseling During Hospital Outpatient Visits Among US Adults, 2005–2010,” the caption for Figure 2 was incorrectly phrased by the author. The original caption read as follows: “Percentage of cessation assistance (counseling, or medications, or both) ordered or provided during hospital outpatient vi...

In this paper we discuss and evaluate a method for automatic text illustration, applied to answers to medical questions. Our method for selecting illustrations is based on the idea that similarities between the answers and picture-related text (the picture’s caption or the section/paragraph that includes the picture) can be used as evidence that the picture would be appropriate to illustrate th...

This paper describes the SINAI team participation in the ImageCLEF campaign. In this paper we only explain the experiments accomplished in the medical task. We have experimented with query expansion and the text information of the collection. For expansion, we carry out experiments using MeSH ontology and UMLS separately. With respect to text collection, we have used three different collections...

In the article “Brain Stimulation Reward Supports More Consistent and Accurate Rodent Decision-Making than Food Reward,” by Matthew S. McMurray, Sineadh M. Conway, and Jamie D. Roitman, which appeared on e0015-17.2017 of the April 18, 2017, issue, there was a mislabeled axis on Figure 3D, which led to an inaccuracy in the figure caption and statistical table (Table 1). The y-axis of this figure...

Tâ ÇÉÅ wx W|xâ Revue des Études de la Langue Française Revue semestrielle de la Faculté des Langues Étrangères de l'Université d'Ispahan Cinquième année, N° 8 Printemps-Eté 2013, ISSN 2008- 6571 ISSN électronique 2322-469X Cette revue est indexée dans: Ulrichsweb: global serials directory http://ulrichsweb.serialssolutions.com Doaj: Directory of Open Access Journals http://www.doaj.org ...