TY - GEN
T1 - Tumor vascular permeability measurement based on color image analysis
AU - Sun, Bo
AU - Vozenilek, Dainel
PY - 2012/7/30
Y1 - 2012/7/30
N2 - Characteristic of microscopy vascular data is that it contains many tiny vessels with branching and complex structure. The quantification of these vascular network is crucial in diagnose of vascular abnormalities, surgical planning, and monitoring disease progress or remission. Therefore, developing an image processing method to automatically and accurately quantify the vessel is important. We are researching two algorithms here to isolate the pixels that represent the vessels. Each algorithm has a specific role to play in the extraction of the vessels. The first algorithm uses color ratios to segment vessels and the second helps compensate for light balance issues by breaking the image into segments. The preliminary result is promising.
AB - Characteristic of microscopy vascular data is that it contains many tiny vessels with branching and complex structure. The quantification of these vascular network is crucial in diagnose of vascular abnormalities, surgical planning, and monitoring disease progress or remission. Therefore, developing an image processing method to automatically and accurately quantify the vessel is important. We are researching two algorithms here to isolate the pixels that represent the vessels. Each algorithm has a specific role to play in the extraction of the vessels. The first algorithm uses color ratios to segment vessels and the second helps compensate for light balance issues by breaking the image into segments. The preliminary result is promising.
UR - http://www.scopus.com/inward/record.url?scp=84864195169&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84864195169&partnerID=8YFLogxK
U2 - 10.1109/ICSAI.2012.6223443
DO - 10.1109/ICSAI.2012.6223443
M3 - Conference contribution
AN - SCOPUS:84864195169
SN - 9781467301992
T3 - 2012 International Conference on Systems and Informatics, ICSAI 2012
SP - 2003
EP - 2007
BT - 2012 International Conference on Systems and Informatics, ICSAI 2012
T2 - 2012 International Conference on Systems and Informatics, ICSAI 2012
Y2 - 19 May 2012 through 20 May 2012
ER -