Contents: Preface. A.J. O'Toole, M.J. Wenger, J.T. Townsend, Quantitative Models of Perceiving and Remembering Faces: Precedents and Possibilities. J.T. Townsend, B. Solomon, J.S. Smith, The Perfect Gestalt: Infinite Dimensional Reimannian Face Spaces and Other Aspects of Face Perception. T. Valentine, Face-Space Models of Face Recognition. M. Steyvers, T.A. Busey, Predicting Similarity Ratings to Faces Using Physical Descriptions. T.A. Busey, Formal Models of Familiarity and Memorability in Face Recognition. R.D. Thomas, Characterizing Perceptual Interactions in Face Identification Using Multidimensional Signal Detection Theory. M.J. Wenger, J.T. Townsend, Faces as Gestalt Stimuli: Process Characteristics. C.S. Campbell, G. Schwarzer, D.W. Massaro, Face Perception: An Information Processing Perspective. G.W. Cottrell, M.N. Dailey, C. Padgett, R. Adolphs, Is All Face Processing Holistic? The View From UCSD. S. Edelman, A.J. O'Toole, Viewpoint Generalization in Face Recognition: The Role of Category-Specific Processes. D. Valentin, H. Abdi, B. Edelman, M. Posamentier, 2D or Not 2D? That Is the Question: What Can We Learn From Computational Models Operating on Two-Dimensional Representations of Faces? W.R. Uttal, Are Reductive (Explanatory) Theories of Face Identification Possible? Some Speculations and Some Findings.