Efficient feature extraction and classification for staining patterns of HEP-2 Cells

• Main Author: Xu, Xiang
• Other Authors: Lin Feng
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/66017
• Institution: Nanyang Technological University

The occurrence of antinuclear antibodies (ANAs) in patient serum has significant relation to autoimmune diseases. The ANAs detection can be accomplished via indirect immunofluorescence (IIF) technique using human epithelial (HEp-2) cell as substrate in laboratory. Identification of IIF slide images...