Title :
Automated reading of DNA autoradiogram images using lane profiling methods
Author :
Palaniappan, K. ; Huang, T.S. ; Lee, H.
Author_Institution :
Coordinated Sci. Lab., Illinois Univ., Urbana, IL, USA
Abstract :
Automated DNA sequencing involves computer interpretation of the chemical detection data, which may be in the form of 2-D autoradiogram images, and 1- or 2-D fluorescence data. The analysis of autoradiogram images generated by the multiplex DNA sequencing method is considered. An overall approach to obtaining sequence data from the autoradiogram images is outlined, and specific approaches for segmenting the image into sets of four lanes, obtaining 1-D profiles of the lanes, detecting peaks in the 1-D profiles using a multiscale approach, and aligning profiles across lanes using an interpolation method are discussed. Intermediate results are presented
Keywords :
DNA; biology computing; computerised picture processing; DNA; DNA sequencing; autoradiogram images; computer interpretation; interpolation method; lane profiling; multiscale approach; Chemicals; DNA computing; Data analysis; Fluorescence; Image analysis; Image generation; Image segmentation; Image sequence analysis; Interpolation; Sequences;
Conference_Titel :
Industrial Applications of Machine Intelligence and Vision, 1989., International Workshop on
Conference_Location :
Tokyo
DOI :
10.1109/MIV.1989.40578