This book contains a selection of papers which were presented at the Vision Interface '92 Conference. It also includes several invited articles from prominent researchers in the field, suggesting future directions in Computer Vision.Contents:On Seeing Robots (A K Mackworth)Computer Vision: Attitudes, Barriers, Counseling (R Chellappa & A Rosenfeld)From Curve Detection to Shape Description: An Outline (S W Zucker et al.)Real-Time Pyramidal Vision (Z-N Li)Analyzing Overlapping Patterns to Recognize Letters in Handwritten Words (C Barrière & R Plamondon)Use of Colour in Gradient-Based Estimation of Dense Two-Dimensional Motion (J Konrad)Representational Issues in Texture Analysis (H C Shen et al.)Resampling Large Voxel Datasets for Reconstruction or Magnification of 3D Images (H H Atkinson et al.)A Two-Step Robust Approach to Motion Estimation (X Sun & M E Spetsakis)and other papersReadership: Computer scientists and engineers.Key Features:Covers a wide range of nonparametric models and presents new functional estimatorsContains a detailed presentation of the mathematical techniques for functional estimation with recent advances in their optimizationA valuable resource for scientific researchers who model observation data