Spatial Temporal Reasoning Using QSR, Physics, and Image Processing

نویسندگان

  • Nathan Eloe
  • Jennifer L. Leopold
  • Chaman L. Sabharwal
چکیده

Qualitative spatial reasoning (QSR) is a powerful tool in automated computer reasoning, a necessary step forward in fields like computer vision and media analysis. Stereo graphical media has rapidly become a prevalent part of technological culture, and the amount of these kinds of data that exists is staggering. Humans interpret depth information using prior knowledge that a computer lacks. This prior knowledge stems from remembered observance of the basic laws of physics. While the computer lacks the intuitive understanding of these principal physical properties, it is capable of determining more precise information through calculation. Herein the authors explore the information that can be gained from an amalgamation of QSR methods and physics, and present some preliminary results from an implementation based on this powerful combination.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Principal Component Analysis and Qualitative Spatial Reasoning

In this big data modern age, enormous size of data is a challenge for the computer algorithms as well as hardware because important information is hidden in the data. Principal Component Analysis (PCA) is used to transform the data so that meaningful information becomes explicit. The huge dimensional data can be approximated with a few dimensions. Qualitative Spatial Reasoning (QSR), spatial or...

متن کامل

Qualitative Spatial Reasoning Using Real Algebraic Geometry

Commonsense reasoning is a major challenge in Artificial Intelligence (AI). As qualitative descriptions comprise a great deal of our everyday language, commonsense reasoning is concerned with developing and processing such qualitative representations. This applies especially to commonsense reasoning about space, where spatial objects are in particular characterized by their spatial relations to...

متن کامل

Construction of a Planar PLCA Expression: A Qualitative Treatment of Spatial Data

Qualitative spatial reasoning (QSR) is a method of representing spatial data by extracting necessary information depending on a user’s purpose, and allowing reasoning on this representation. Although many studies have examined QSR, little work has been carried out from the viewpoint of computational models, which are necessary for practical use in an implemented system. This paper presents a co...

متن کامل

PhysQSR: Improving Reasoning in Three Dimensions and Time With Image Processing and Physics

Qualitative Spatial Reasoning (QSR) is an exceptionally powerful tool in the fields of computer cognition and automated computer reasoning. Recent results have shown the potential feasibility of pairing image processing techniques with basic principles of physics that humans inherently understand in order to allow the computer to extrapolate additional information about the environment in which...

متن کامل

Qualitative reasoning with directional relations

Qualitative spatial reasoning (QSR) pursues a symbolic approach to reasoning about a spatial domain. Qualitative calculi are defined to capture domain properties in relation operations, granting a relation algebraic approach to reasoning. QSR has two primary goals: providing a symbolic model for human common-sense level of reasoning and providing efficient means for reasoning. In this paper, we...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013