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Yali Amit

Yali Amit is Professor of Statistics and Computer Science at the University of Chicago.

Titles by This Author

Models, Algorithms, and Networks

Two important subproblems of computer vision are the detection and recognition of 2D objects in gray-level images. This book discusses the construction and training of models, computational approaches to efficient implementation, and parallel implementations in biologically plausible neural network architectures. The approach is based on statistical modeling and estimation, with an emphasis on simplicity, transparency, and computational efficiency.