ANALYSIS OF DIFFERENT EDGE DETECTIONS ALGORITHMS THROUGH THE BIT-PLANE LAYERS




Abstract:
The research paper below gives analyses of different kinds of edge detection algorithms, with gradient structure, observed on a bit-plane model. Even though each bit contains certain part of information of the image, different algorithms for edge detection of the image do not perform identically, which is proved on a practical example of this work. Research has been conducted via the analysis done on the individual level through the exact image, as well as through the extent of 350 images characteristic for digital transformation of image. Each result, based on structural similarity model (SSIM), is given using the extent of the details level that was observed.

CITATION:

IEEE format

R. Ivković, M. Petrović, I. Milošević, B. Jakšić, R. Bojović, “Analysis of Different Edge Detections Algorithms Through the Bit-Plane Layers,” in Sinteza 2017 - International Scientific Conference on Information Technology and Data Related Research, Belgrade, Singidunum University, Serbia, 2017, pp. 302-307. doi: 10.15308/Sinteza-2017-302-307 

APA format

Ivković, R., Petrović, M., Milošević, I., Jakšić, B., Bojović, R. (2017). Analysis of Different Edge Detections Algorithms Through the Bit-Plane Layers. Paper presented at Sinteza 2017 - International Scientific Conference on Information Technology and Data Related Research. doi:10.15308/Sinteza-2017-302-307

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