Edge Detection Based on Fuzzy Logic and Expert System

Sun, Shuliang; Liu, Chenglian; Chen, Sisheng

doi:10.5772/35613

Cited by 4 publications

(3 citation statements)

References 6 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…There are many techniques for edge detection , most of them are 2D digital filters and the one that give good result even with images contains noise is the Canny's edge detection algorithm [16] . Many of Fuzzy logic based edge detection algorithms has been emerged [17,18 ] which was reported to perform well. For the work presented by this paper the Canny Edge detection was used because it was a good compromise between accuracy and processing time and it was enough for this work.…”

Section: Edge Detectionmentioning

confidence: 99%

Image Based Vehicle Traffic Measurement

Hasan¹

2014

ETJ

View full text Add to dashboard Cite

This research deals with measurement of the density of vehicles traffic. The traffic density is estimated from an image captured using the ordinary optical camera. An image processing methods is used and the edge of the objects is extracted. A two dimensional wavelet transform is used as a feature extraction. The extracted features were reduced by Multiple Region Centroid Estimation. A neural network is trained using many sets of images with different Traffic densities then it is used for traffic measurement. A classification rate of 98% can be achieved.

show abstract

Section: Edge Detectionmentioning

confidence: 99%

Image Based Vehicle Traffic Measurement

Hasan¹

2014

ETJ

View full text Add to dashboard Cite

show abstract

“…In-depth integration of robotics and mechatronics is emphasized to enhance the cross-disciplinary learning of students and improve their motivation and interest in learning. By increasing students' overall learning effectiveness, the program of P5BL is designed to develop students' capability effectively (Sun et al, 2009). With the rapid development of information technology, various tools and systems for STEAM education are available and used to cultivate innovators who will contribute to enhancing a country's competitiveness.…”

Section: Introductionmentioning

confidence: 99%

“…Thus, we evaluated the effectiveness of using robots in STEAM education using a fuzzy analytical hierarchy process (FAHP). With FAHP, we expected to understand the preferences, needs, and subjective judgments of experts in education and in the industry (Sun et al, 2009). The result of this study provides a reference and foundation for developing and using teaching aids in STEAM education.…”

Section: Introductionmentioning

confidence: 99%

Design of teaching aids in STEAM education and fuzzy hierarchical analysis of their educational effect

Wei,

Lin,

Chen

2023

EURASIA J Math Sci Tech Ed

View full text Add to dashboard Cite

Focusing on problem-based learning (PBL) and the multi-disciplinary teaching of science, technology, engineering, arts, and mathematics (STEAM), we developed the evaluation tool of teaching aids in STEAM education to help students practice creative thinking and solution-finding. The fuzzy theory and the analytical hierarchy process were integrated for the evaluation of the acceptance of using robots in STEAM education. The fuzzy analytical hierarchy process (FAHP) was developed with the help of experts in education and industry who defined the goal, criteria, and alternatives (factors) of using teaching aids in STEAM education. FAHP was applied to the evaluation of three robots designed for STEAM education in this study. The result of the evaluation showed that the use of the designed robots in STEAM education was important in five criteria (structure, function, economy, aesthetic, and creativity). Among the alternatives, logic, creativity, simpleness, Avant-garde, and innovation were important for robots to be used for STEAM education. This indicated that artistic elements were important in the integration of them in STEAM education. The developed FAHP and questionnaire were useful in evaluating the acceptance of teaching aids in STEAM education. For the evaluation of the use of other teaching aids, the result of this study provides a basis and a reference for how teaching aids can be used for STEAM education.

show abstract

Edge Detection Algorithm Using Dynamic Fuzzy Interface System

Guruteja

Biswas

2017

Lecture Notes in Networks and Systems

View full text Add to dashboard Cite

Edge Detection Based on Fuzzy Logic and Expert System

Cited by 4 publications

References 6 publications

Image Based Vehicle Traffic Measurement

Image Based Vehicle Traffic Measurement

Design of teaching aids in STEAM education and fuzzy hierarchical analysis of their educational effect

Edge Detection Algorithm Using Dynamic Fuzzy Interface System

Contact Info

Product

Resources

About