How to Cite?
Shivani, Er. Harjeet Singh, "The Performance Analysis of Edge Detection Algorithms for Image Processing Based on Improved Canny Operator," International Journal of Computer Trends and Technology, vol. 68, no. 10, pp. 29-34, 2020. Crossref, 10.14445/22312803/IJCTT-V68I10P106
Identifying the edges of digital images is an important step towards identifying human organs objects, such as skeletons of bone. Usually, once a bone fracture image is obtained, various algorithms are used to extract useful information. This information is particularly useful for identifying tumor boundaries for planning operations, etc. There are many edge detection algorithms based purely on the differential operators, such as Canny Operator, Robert operator, Sobel operator, Prewitt operator, etc. These operators are simple, easy to implement, and have a good execution time. On the other hand, they are sensitive to noise; thus, edge detection accuracy should be improved. Canny operator represents the improvement of the traditional single threshold method, in which the high and low threshold is selected according to the gradient of the image histogram.
 Navdeep, Vijander Singh, Asha Rani, "Hyper Smoothing Functionbased Edge Detection for Prediction of Fat Content in Marble Meat," 2019 International Conference on Computing, Power and Communication Technologies (GUCON) Galgotias University, Greater Noida, UP, India. Sep 27-28, 2019.
 Shaikh Mahmudul Islam, Himadri Shekhar Mondal, “Image Enhancement Based Medical Image Analysis", 10th ICCCNT 2019 July 6-8, 2019, IIT – Kanpur Kanpur, India
 Mr. Rocky S Upadhyay, Dr. Prakashsingh Tanwar, "A Review on Bone Fracture Detection Techniques using Image Processing," Proceedings of the International Conference Intelligent Computing and Control Systems (ICICCS 2019).
 G Elizabeth Rani, R Murugeswari, N Rajini, "Edge Detection in Scanning Electron Microscope (SEM) Images using Various Algorithms," Proceedings of the International Conference on Intelligent Computing and Control Systems (ICICCS 2020).
 Navdeep, Vijander Singh, Asha Rani, "Improved Depth Local Binary Pattern for Edge Detection of Depth Image," 2020 7th International Conference on Signal Processing and Integrated Networks (SPIN).
 Xiaoying Deng, Xinyang Hu, "A New Seismic Horizon Picking Method Based on the Edge Detection and the Kalman Filter," 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).
 Maryam Gholizadeh-Ansari, Javad Alirezaie, "Low-dose CT Denoising Using Edge Detection Layer and Perceptual Loss," IEEE, 2019.
 Sakshi Goel, Mohit Kumar, Yogesh, "An Improved Segmentation Algorithm for Detecting Defects on Fruit Surface," 2019 2nd International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT).
 Md Shamim Hossain, Hamid A. Jalab, HasanKahtan2, Azma Abdullah, "Image Resolution Enhancement Using Improved Edge Directed Interpolation Algorithm," 2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE), 29 Nov.–1 Dec. 2019, Penang, Malaysia.
 Dinesh P S, Ramya R, Prabhadevi D, Dr. Palanisamy C, "Digital Fragile Watermarking Video Based on Discrete Wavelet Transformation" SSRG International Journal of Computer Science and Engineering 6.11 (2019): 5-9.
PSNR, MAE, CT, CAD