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Filtering by: Subject Signal processing -- Mathematical models Committee Member Lee, Yun-Shik

Image features and learning algorithms for biological, generic and social object recognition

Creator:

Zhang, Wei

Abstract:

Automated recognition of object categories in images is a critical step for many real-world computer vision applications. Interest region detectors and region descriptors have been widely employed to tackle the variability of objects in pose, scale, lighting, texture, color, and so on. Different types of object recognition problems usually require...

Resource Type:

Dissertation

Full Text:

with Dietterich, T., contributed the codebook learning algorithm and the logistic model trees
Processing sequences of chromatophore images with application to a signal transduction pathway modeling

Creator:

Orhanovic, Iva

Abstract:

Systems biology is becoming increasingly important for the study of living organisms. It focuses on the mathematical understanding of biological systems. Cells, the basic units of all living creatures, are biological systems of major interest. Considerable work is being done towards modeling cells as mathematical systems. At the same time,...

Resource Type:

Dissertation