D10.3 - Report with an assessment of the WP results including ID10.7-ID10.11

Kew, C., & Griffiths, D. (2009). D10.3 - Report with an assessment of the WP results including ID10.7-ID10.11. TENCompetence.This report summarises Dissemination work carried out by the TENCompetence Project between months 30 and 42. It includes sections on workshops and events, standardisation of project outcomes, awareness raising and the TENCompetence Foundation, business models and interim sustainability plan.The work on this publication has been sponsored by the TENCompetence Integrated Project that is funded by the European Commission's 6th Framework Programme, priority IST/Technology Enhanced Learning. Contract 027087 [http://www.tencompetence.org

UNFOLD Deliverable D6.1. Half yearly report 1

Half yearly management report, covering the work carried out during the months of January - June 200

D9.2 Report, containing internal deliverable outcomes ID9.2-ID9.11

The aim of this deliverable is to report on TENCompetence training activities from the project month 13 to 30The work on this publication has been sponsored by the TENCompetence Integrated Project that is funded by the European Commission's 6th Framework Programme, priority IST/Technology Enhanced Learning. Contract 027087 [http://www.tencompetence.org

UNFOLD Deliverable D3. Evaluation Plan.

Three periods of evaluation are established covering the whole project and corresponding to the deliverables defined in the project work plan. A detailed evaluation plan is defined for the first period, covering September to December 2004

UNFOLD Deliverable D8.2. Periodic evaluation report 2

This report covers the results of the evaluation action carried out during the second phase of the project

UNFOLD Deliverable D2 - Awareness raising resources: (Project Deliverable Report - Understanding New Frameworks of Learning Design UNFOLD)

This report describes the work carried out in the development of UNFOLD project awareness resources. These include handouts, posters, and other publications, but the principal action has been to create a Web server which both raises awareness of the project, and of the specifications which it seeks to promote. The planning and development of the resources is described and some conclusions provided

UNFOLD Deliverable D2 - Awareness raising resources: (Project Deliverable Report - Understanding New Frameworks of Learning Design UNFOLD)

This report describes the work carried out in the development of UNFOLD project awareness resources. These include handouts, posters, and other publications, but the principal action has been to create a Web server which both raises awareness of the project, and of the specifications which it seeks to promote. The planning and development of the resources is described and some conclusions provided

Extremely Low-light Image Enhancement with Scene Text Restoration

Deep learning-based methods have made impressive progress in enhancing extremely low-light images - the image quality of the reconstructed images has generally improved. However, we found out that most of these methods could not sufficiently recover the image details, for instance, the texts in the scene. In this paper, a novel image enhancement framework is proposed to precisely restore the scene texts, as well as the overall quality of the image simultaneously under extremely low-light images conditions. Mainly, we employed a self-regularised attention map, an edge map, and a novel text detection loss. In addition, leveraging synthetic low-light images is beneficial for image enhancement on the genuine ones in terms of text detection. The quantitative and qualitative experimental results have shown that the proposed model outperforms state-of-the-art methods in image restoration, text detection, and text spotting on See In the Dark and ICDAR15 datasets

UNFOLD Deliverable D12. Project showcase.

This is the cover sheet for the UNFOLD project deliverable D12, the Project Showcase. The deliverable itself is available at http://www.unfold-project.net/. Readers who would like greater detail on the policy for sustainability which informs the Project Showcase will find it useful to consult D12, the Sustainability Plan