| Author | Chuan, Yeo Siok |
| Call Number | AIT Thesis no. CS-88-10 |
| Subject(s) | Remote sensing
|
| Note | A thesis submitted in partial fulfillment. of the requirements for the degree of Master of Engineering, School of Engineering and Technology |
| Publisher | Asian Institute of Technology |
| Abstract | This study provides a framework of knowledge - based system for
identifying the linear objects in the low resolution, remotely
sensed data. The proposed system creates a working environment
based on the artificial intelligence and expert systems techniques
to utilize knowledge from sources such as spatial domain, spectral
response, and remote sensing environment . The system consists of
three components: ( 1) a preprocessing module for detecting the
linear objects and extracting useful information; . ( 2 ) a clause form converter for transforming the information into clause form;
and ( 3 ) a knowledge - based module for simulating the visual
identification process and providing a dialogue system for user
interaction on linear objects.
The categories and uncertainty of knowledge concerning the
linear objects are taken into account in order to have a deeper
insight for the issues. The effective ness of t he proposed system
was verified by an implemented prototype. The separation between
knowledge and control structure reduces the user ' s effort to
construal the rules , and helps in adjusting the system for domain
knowledge and therefore the system is capable of performing the
identification up to the level of a conceptual linear object. |
| Year | 1988 |
| Type | Thesis |
| School | School of Engineering and Technology (SET) |
| Department | Other Field of Studies (No Department) |
| Academic Program/FoS | Computer Science (CS) |
| Chairperson(s) | Sadananda, Ramakoti
|
| Examination Committee(s) | Galtier, Bertrand ;Kanchana Kanchanasut
|
| Scholarship Donor(s) | The King ' s Scholarship of the
Royal Thai Government |
| Degree | Thesis (M.Eng.) - Asian Institute of Technology, 1988 |