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TELKOMNIKA Telecommunication Computing Electronics and Control
Investigation of classical segmentation's impact on paddy disease classification performance
The key source of information for disease diagnosis and classification in paddy diseases is the leaves. Applying hybrid techniques, such as image processing-pattern recognition (IP-PR) and computer vision-based technologies, is the answer to…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Extraction and segmentation process for the Iraqi paper currency
Different application like image segmentation, moving objects detection and objects tracking, required an object detection and segmentation techniques. Recently, these techniques become so important especially when only a specific part of image is…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
UNet-VGG16 with transfer learning for MRI-based brain tumor segmentation
A brain tumor is one of a deadly disease that needs high accuracy in its
medical surgery. Brain tumor detection can be done through magnetic
resonance imaging (MRI). Image segmentation for the MRI brain tumor aims to separate the tumor area (as the…
medical surgery. Brain tumor detection can be done through magnetic
resonance imaging (MRI). Image segmentation for the MRI brain tumor aims to separate the tumor area (as the…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Contour evolution method for precise boundary delineation of medical images
Image segmentation is an important precursor to boundary delineation
of medical images. One of the major challenges in applying automatic image segmentation in medical images is the imperfection in the imaging process which can result in…
of medical images. One of the major challenges in applying automatic image segmentation in medical images is the imperfection in the imaging process which can result in…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
An iterative algorithm for color space optimization on image segmentation
This paper proposes, a novel hybrid color component (HCC) issued from
amounts number of color space with iterative manner, in fact traditional
images obtained by RGB sensor weren’t the effective way in image processing
applications, for this…
amounts number of color space with iterative manner, in fact traditional
images obtained by RGB sensor weren’t the effective way in image processing
applications, for this…