ANALISIS GAUSSIAN DAN EDGE CONNECTION DALAM PENAJAMAN DETEKSI TEPI MENGGUNAKAN METODE CANNY

Kezia Satyawati, Junius Karel Tampubolon, R. Gunawan Santosa

Abstract


Edge detection is one of many ways to get information from an image without big data storage needed. In this research, the edge detecting is done by implementing Canny edge detection algorithm. The focus of this research is to analyze the effect of two variables of the first process of Canny, Gaussian filter smoothing, that is size of matrix and variance, to the sharpening of edge detection. The testing is done by changing the size of the matrix and the value of the variance. The results showed that the best matrix size and variance for sharp edge detection is less than 30x30 and 30.


Keywords


Gaussian filter, sharpening of edge detection, Canny edge detection

Full Text:

PDF

References


Dhankhar, Poonam, Neha Sahu. A Review and Research of Edge Detection Techniques for Image Segmentation. (2013). Diambil dari:

http://www.ijcsmc.com/docs/papers/July2013/V2I7201329.pdf

Jayaraman. S, S. Esakkirajan, T. Veerakumar. Digital Image Processing. (2011). New Delhi. Tata McGraw Hill Education Private Limited.

Mallareddy, A, R. Chitti Babu, K. Deepika Rani. Vehicle Tracking using Canny Edge Detector. (2014). Diambil dari: https://internationaljournalofresearch.files.wordpress.com/2014/08/vehicle-tracking-using-canny-edge-detector-by-a-mallareddy-r-chitti-babu-k-deepika-rani.pdf

Mousa, Allam. Canny Edge-Detection Based Vehicle Plate Recognition. (2012). Diambil dari http://www.sersc.org/journals/IJSIP/vol5_no3/1.pdf

Nosrati, Masoud, Ronak Karimi, Mehdi Hariri, Kamran Malekian. Edge Detection Techniques in Processing Digital Images: Investigation of Canny Algorithm and Gabor Method. (2013). Diambil dari:

http://www.waprogramming.com/download.php?download=517cbaaeca0d93.40790585.pdf

Putra, Darma. Pengolahan Citra Digital. (2010). Yogyakarta. Penerbit Andi.

Rashmi, Mukesh Kumar, Rohini Saxena. Algorithm and Technique on Various Edge Detection: A Survey. (2013). Diambil dari: http://airccse.org/journal/sipij/papers/4313sipij06.pdf

Saluja, Sonam, Aradhana Kumari Singh, Sonu Agrawal. A Study of Edge-Detection Methods. (2013). Diambil dari:

http://www.ijarcce.com/upload/january/20A%20Study%20of%20Edge-Detection.pdf

Shrivastava, Pratishta, K.G.Kirar. Detection of Tumor in Mammograms Using Canny Edge Detection Technique. (2014). Diambil dari: http://www.ijettjournal.org/volume-14/number-5/IJETT-V14P242.pdf

Singh, Naveen, Dilip Gandhi, Krishna Pal Singh. Iris Recognition System Using A Canny Edge Detecion And A Circular Hough Transform. (2011). Diambil dari: http://www.ijaet.org/media/0001/27IRIS-RECOGNITION-SYSTEM-USING-A-CANNY-EDGE-DETECTION-AND-A-CIRCULAR-HOUGH-TRANSFORM-Copyright-IJAET.pdf

Singh, Satvir, Arun Kaushik. IRIS Biometric Identification System Based on Modified Canny Edge Detection Algorithm. (2014). Diambil dari: http://www.ijcat.org/IJCAT-2014/1-4/IRIS-Biometric-Identification-System-Based-on-Modified-Canny-Edge-Detection-Algorithm.pdf

Yuwono, Bambang. Implementasi Smoothing Menggunakan Mean Filtering, Median Filtering, Modus Filtering dan Gaussian Filtering. (____). Diambil dari: http://repository.upnyk.ac.id/1979/1/8_BAYU-JURNAL.pdf

Zhou, Ping, Wenjun Ye, Yaojie Xia, Qi Wang. An Improved Canny Algorithm for Edge Detection. (2011). Diambil dari:

http://www.jofcis.com/publishedpapers/2011_7_5_1516_1523.pdf




DOI: http://dx.doi.org/10.21460/inf.2016.121.456

Refbacks

  • There are currently no refbacks.


Bookmark and Share