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Comparison of Image Enhancement Methods for Diabetic Retinopathy Screening
The most common factor contributing to visual abnormalities that result in blindness is known as diabetic
retinopathy (DR). Retinal fundus scanning, a non-invasive method that is integral to the picture pre-processing
phase, can be used to…
retinopathy (DR). Retinal fundus scanning, a non-invasive method that is integral to the picture pre-processing
phase, can be used to…
Application of Object Mask Detection Using the Convolution Neural Network (CNN)
The spread of Coronavirus Disease (Covid-19) is still a serious problem we are currently facing. The spread occurred very
quickly through the process of face-to-face interaction. The process of face-to-face interaction that occurs both in public…
quickly through the process of face-to-face interaction. The process of face-to-face interaction that occurs both in public…
TELKOMNIKA Telecommunication Computing Electronics and Control
Traffic flow measurement for smart traffic light system design
Determining congestions on intersection roads can significantly improve the
performance of a traffic light system. One of the everyday problems on our
roads nowadays is the unbalanced traffic on different roads. The blind view
of roads and the…
performance of a traffic light system. One of the everyday problems on our
roads nowadays is the unbalanced traffic on different roads. The blind view
of roads and the…
TELKOMNIKA Telecommunication Computing Electronics and Control
An automatic flame detection system for outdoor areas
Traditional fire detection depends on smoke sensors. This strategy, however,
is unsuited for big and open buildings, as well as outdoor regions. As a
result, based on computer vision systems, this research proposes an effective
method for…
is unsuited for big and open buildings, as well as outdoor regions. As a
result, based on computer vision systems, this research proposes an effective
method for…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Applying artificial intelligence for the application of bridges deterioration detection system
Recently, advances in sensor technologies, data communication paradigms, and data processing algorithms all affect the feasibilities of the bridges structural health monitoring and deterioration detection, and other implementations of monitoring…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Improved anti-noise attack ability of image encryption algorithm using de-noising technique
Information security is considered as one of the important issues in the
information age used to preserve the secret information throughout transmissions in practical applications. With regard to image encryption, a lot of schemes related to…
information age used to preserve the secret information throughout transmissions in practical applications. With regard to image encryption, a lot of schemes related to…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Quantitative analysis of Mouza map image to estimate land area using zooming and Canny edge detection
In Bangladesh, mouza map is used to maintain the record of land measurement, which is a form of interpreting land ownership as well as estimation. Unfortunately, the automatic determination of land is still under development. As a result, land…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A machine learning approach for the recognition of melanoma skin cancer on macroscopic images
In the last years, computer vision systems for the detection of skin cancer have been
proposed, especially using machine learning techniques for the classification of the
disease and features based on the ABCD dermatology criterion, which gives…
proposed, especially using machine learning techniques for the classification of the
disease and features based on the ABCD dermatology criterion, which gives…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Detection of brain stroke in the MRI image using FPGA
One of the most important difficulties which doctors face in diagnosing is the
analysis and diagnosis of brain stroke in magnetic resonance imaging (MRI)
images. Brain stroke is the interruption of blood flow to parts of the brain that
causes cell…
analysis and diagnosis of brain stroke in magnetic resonance imaging (MRI)
images. Brain stroke is the interruption of blood flow to parts of the brain that
causes cell…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Ananas comosus crown image thresholding and crop counting using a colour space transformation scheme
The implementation of unmanned aerial vehicle (UAV) technology having image processing capabilities provides an alternative way to observe pineapple crowns captured from aerial images. In the majority of pineapple plantations, an agricultural officer…