Picture Interpretation: A Symbolic Approach
Author(s) : Sandy Dance, Terry Caelli and Zhi-Qiang Liu
Publication Date : 1995
Excerpts from the Preface:
| Sandy Dance wrote: |
Traditional methods for image scene interpretation and understanding are based mainly on such single-threaded procedural paradigms as hypothesize-and-test or syntactic parsing. As a result, these systems are unable to carry out tasks that require concurrent hypothesis testing.
In this book we explore a method for symbolically interpreting images based upon a parallel implementation of a network-of-frames suggested, for example, by Minsky (1975), to describe intelligent processing. The system has been implemented in an object-oriented environment in the logic programming language Parlog++ and includes the propagation of uncertainty through each frame (object) using Baldwin's (1986) formulation. The system is tested with several scenarios of increasing complexity, culminating with the legal interpretation of traffic intersection images. |
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