Title :
Protein crystallizing state discrimination based on image processing
Author :
Kawabata, Kuniaki ; Saitoh, Kaiiako ; Asama, Hajimc ; Sugahara, Mitsuaki ; Kunimitsu, Satoshi ; Mishima, Taketoshi ; Miyano, Masashi
Author_Institution :
Distributed Adaptive Robotics Res. Unit, RIKEN, Saitama, Japan
Abstract :
In recent years, the research related to automation of the crystallization process has been examined in several projects. In usual crystallization process, the researchers observe the crystallization states in the protein solution samples and record the state based on one´s visual impression. This evaluation is very important but requires a great deal of time. It should be done efficiently, therefore we started to discuss a method to classify protein crystallization states using image processing. We develop a state discrimination method and examine its performance.
Keywords :
biology computing; crystallisation; image processing; molecular biophysics; proteins; crystallization process automation; image processing; protein crystallizing state discrimination; Bioinformatics; Crystallization; Genomics; Image processing; Image texture analysis; PROM; Performance analysis; Proteins; Robots; X-ray diffraction;
Conference_Titel :
Robotics and Automation, 2004. TExCRA '04. First IEEE Technical Exhibition Based Conference on
Print_ISBN :
0-7803-8564-0
DOI :
10.1109/TEXCRA.2004.1425022