Yazar: Alan L. Yuille

The science associated with the development of artificial sen- sory systems is occupied primarily with determining how information about the world can be extracted from sensory data. For example, …

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This volume contains the papers presented at the Sixth International Conference on Energy Minimization Methods on Computer Vision and Pattern Recognition (EMMCVPR 2007), held at the Lotus Hill …

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State-of-the-art research on MRFs, successful MRF applications, and advanced topics for future study.This volume demonstrates the power of the Markov random field (MRF) in vision, treating the MRF …

A comprehensive review of contemporary research in the vision sciences, reflecting the rapid advances of recent years.Visual science is the model system for neuroscience, its findings relevant to all …

A description of perturbation-based methods developed in machine learning to augment novel optimization methods with strong statistical guarantees.In nearly all machine learning, decisions must be …

The sixth edition of the foundational reference on cognitive neuroscience, with entirely new material that covers the latest research, experimental approaches, and measurement methodologies.Each …

An overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrelated and dependent outputs.The goal of structured prediction is to …

The fifth edition of a work that defines the field of cognitive neuroscience, with entirely new material that reflects recent advances in the field.Each edition of this classic reference has proved …