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CSIRO Mathematics, Informatics and Statistics

 

 

Image Analysis
Biotech Imaging Group
Application Areas
 Biotechnology
 Cellular Screening
 Health
 Asset Monitoring
 Exploration
 Other Areas
Skills
 Segmentation
 Feature Extraction
 Statistical Analysis
 Stereo Vision
 Image Motion
 
Projects
Imaging Services
Imaging Products
Track Record
Publications
Patents
Staff

Image Analysis Activities

Segmenting melanomaApplication Areas

Biotechnology

  • Microarray Spot Detection: DNA microarrays, often called DNA Chips, are used to analyse the expression level of particular genes. We have developed an advanced microarray spot detection and characterisation package, called Spot, which extracts more meaningful numerical formation than that from existing packages.

  • Cellular Screening: We have developed image analysis algorithms for High Content Analysis (HCA) of multiband fluorescence microscope images of cells for target identification and validation and compound screening in drug discovery. Our software can rapidly produce reliable measurements on cellular characteristics such as shape, neurite outgrowth, changes in adhesion and other morphological changes.

  • Protein Gel Analysis: Proteomics, an area of increasing interest to the biotechnology community, is the study of the structure and function of proteins. Two dimensional (2D) electrophoresis gel images can be used to identify and characterise many forms of a particular protein encoded by a single gene. We have the skills in segmentation and registration necessary to analyse these highly complex gel images. We are collaborating with Proteome Systems Ltd (PSL) to facilitate the interface between PSL's protein array technology and automated technologies for protein analysis. 

 

Health

Asset Monitoring

  • Roadcrack: We have developed an automatic road crack detection vehicle for the Roads and Traffic Authority in NSW, with the aim of gaining a vast improvement in the quantity and the quality of information on cracking in roads and highways.

  • Corridor Mapping: We have carried out several studies for Powercor Australia Ltd to develop a cost effective airborne image capture and processing system to automatically measure the clearance of trees from powerlines. Power companies in Australia (and many other countries) are required to maintain a regulated clearance space around all powerlines for bushfire mitigation and safety purposes.

 

Exploration and Mining

 

Other Areas

  • Fibre Sizing: We have developed software to measure the diameter and length of fibre glass fibres for the insulation industry. 

  • Symmetry Detection: We have skills in the detection of symmetry in images.

  • Hardwood Quality: We have automated procedures to measure wood fibre properties. 

 

For further information, please contact: 

Pascal Vallotton
Leader, Biotech Imaging
CSIRO Mathematics, Informatics and Statistics
Locked Bag 17, North Ryde NSW 1670 AUSTRALIA
Phone: +61 (0)2 9325 3208
Fax: +61 (0)2 9325 3200
Email: pascal.vallotton@csiro.au
 

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last updated October 29, 2009 01:07 PM
Ryan.Lagerstrom@csiro.au

 

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