Automated vector selection of SIVQ and parallel computing integration MATLAB TM : Innovations supporting large-scale and high-throughput image analysis studies

• Main Authors: Jerome Cheng (Author), Jason Hipp (Author), James Monaco (Author), David R Lucas (Author), Anant Madabhushi (Author), Ulysses J Balis (Author)
• Format: Book
• Published: Elsevier, 2011-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Introduction: Spatially invariant vector quantization (SIVQ) is a texture and color-based image matching algorithm that queries the image space through the use of ring vectors. In prior studies, the selection of one or more optimal vectors for a particular feature of interest required a manual proce...