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Projects / Programmes source: ARIS

An intelligent computer vision system for automatic inspection of dimensions, appearance and content of tablets

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Research activity

Code Science Field Subfield
2.06.00  Engineering sciences and technologies  Systems and cybernetics   

Code Science Field
T111  Technological sciences  Imaging, image processing 
T125  Technological sciences  Automation, robotics, control engineering 
T120  Technological sciences  Systems engineering, computer technology 
Keywords
computer vision, quality control, tablets
Evaluation (rules)
source: COBISS
Evaluation of bibliographic research performance indicators according to ARIS methodology
Citations Citations for bibliographic records in COBIB.SI that are linked to records in citation databases
source: WoS source: Scopus source: COBISS
Researchers (15)
no. Code Name and surname Research area Role Period No. of publications
1.  18172  PhD Rok Bernard  Systems and cybernetics  Researcher  2006 - 2008  0 
2.  25608  PhD Marko Bukovec  Computer science and informatics  Researcher  2006 - 2008  0 
3.  25528  PhD Miran Burmen  Systems and cybernetics  Junior researcher  2006 - 2008  0 
4.  28867  Damijan Ipavec    Technical associate  2007 - 2008  0 
5.  29559  PhD Jaka Katrašnik  Systems and cybernetics  Junior researcher  2008  0 
6.  15678  PhD Boštjan Likar  Systems and cybernetics  Head  2006 - 2008  0 
7.  27519  PhD Primož Markelj  Systems and cybernetics  Junior researcher  2006 - 2008  0 
8.  06857  PhD Franjo Pernuš  Systems and cybernetics  Researcher  2006 - 2008  0 
9.  21310  PhD Janez Perš  Systems and cybernetics  Researcher  2006 - 2008  0 
10.  02114  PhD Tomaž Slivnik  Systems and cybernetics  Researcher  2006 - 2008  0 
11.  22215  PhD Darko Škerl  Telecommunications  Researcher  2006 - 2008  0 
12.  28465  PhD Žiga Špiclin  Systems and cybernetics  Junior researcher  2007 - 2008  0 
13.  20383  PhD Dejan Tomaževič  Manufacturing technologies and systems  Researcher  2006 - 2008  0 
14.  28175  Primoz Tomsič    Technical associate  2006 - 2008  0 
15.  23404  PhD Tomaž Vrtovec  Systems and cybernetics  Researcher  2006 - 2008  0 
Organisations (2)
no. Code Research organisation City Registration number No. of publications
1.  1538  University of Ljubljana, Faculty of Electrical Engineering  Ljubljana  1626965  65 
2.  2294  Sensum, sistemi z računalniškim vidom d.o.o. (Slovene)  Ljubljana  1554077  0 
Abstract
Quality of tablets depends mainly on their content, appearance and dimensions. A 100% manual inspection of tablets is time-consuming, unnatural, subjective, error-prone and expensive, mainly due to the vast amount and high variability of the produced tablets. In the proposed project we will develop an intelligent computer vision system, which will be easy to adapt to various tablets and easy to train and which will be capable of 100% automatic control of dimensions, appearance and content of tablets.
Significance for science
In the period of this research project (2006-2008), the project team has published altogether 30 SCI papers: 18 papers in the journals from the 1st quarter, 2 papers in the journals from the 2nd quarter, 2 papers in the journals from the 3rd quarter, and 8 papers in the journals from the 4th quarter of the SCI research fields. Their papers received 45 clear citations in this period, which, besides the scientific results given in section 6, justifies the quality and international recognition of the scientific research.
Significance for the country
The research project has improved the research and development cooperation between the Faculty of Electrical Engineering, University of Ljubljana and co-financer Sensum, Computer Vision Systems – a member of Technology Park Ljubljana. In the last years, the cooperation between these two parties was very fruitful and resulted in numerous computer vision systems, especially for quality inspection of pharmaceutical products. The project has thus strengthen the cooperation between the academia and Slovenian industry and contributed to the efficient transfer of knowledge and technology from academia to the industry and entrepreneurship, which resulted in the development of new high-tech products with high value added.
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