Segmentasi Citra Menggunakan Metode Watershed Transform Berdasarkan Image Enhancement Dalam Mendeteksi Embrio Telur

02/08/2021
by   Shoffan Saifullah, et al.
0

Image processing can be applied in the detection of egg embryos. The egg embryos detection is processed using a segmentation process. The segmentation divides the image according to the area that is divided. This process requires improvement of the image that is processed to obtain optimal results. This study will analyze the detection of egg embryos based on image processing with image enhancement and the concept of segmentation using the watershed method. Image enhancement in preprocessing in image improvement uses a combination of Contrast Limited Adaptive Histogram Equalization (CLAHE) and Histogram Equalization (HE) methods. The grayscale egg image is corrected using the CLAHE method, and the results are reprocessed using HE. The image improvement results show that the CLAHE-HE combination method gives a clear picture of the object area of the egg image that has an embryo. The segmentation process using image conversion to black and white image and watershed segmentation can clearly show the object of a chicken egg that has an embryo. The results of segmentation can divide the area of the egg having embryos in a real and accurate way with a percentage ≈98%.

READ FULL TEXT

page 4

page 5

research
06/29/2018

Mammographic Image Enhancement using Digital Image Processing Technique

Abstract PURPOSES this study aims to perform microcalsification detectio...
research
01/10/2022

Identification of chicken egg fertility using SVM classifier based on first-order statistical feature extraction

This study aims to identify chicken eggs fertility using the support vec...
research
03/03/2021

K-means Segmentation Based-on Lab Color Space for Embryo Egg Detection

The hatching process also influences the success of hatching eggs beside...
research
05/07/2012

Image Enhancement with Statistical Estimation

Contrast enhancement is an important area of research for the image anal...
research
05/31/2022

Sub-Image Histogram Equalization using Coot Optimization Algorithm for Segmentation and Parameter Selection

Contrast enhancement is very important in terms of assessing images in a...
research
01/22/2014

License Plate Recognition (LPR): A Review with Experiments for Malaysia Case Study

Most vehicle license plate recognition use neural network techniques to ...
research
01/29/2010

Threshold Based Indexing of Commercial Shoe Print to Create Reference and Recovery Images

One of the important evidence in a crime scene that is normally overlook...

Please sign up or login with your details

Forgot password? Click here to reset