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Cascade-Forward Neural Network (CFNN) performance is explored in this paper for blood stain image analysis. The blood stain images of various size, shape and impact angles are captured through experimentation. Each blood stain in the image is first detected using sobel edge detector. After the image has been thresholded and the noise removed, geometric properties of the blood drop is measured with...
The leukemia classification based on bone marrow samples highly benefits the doctors in the confirmation of leukemia occurrence from blood test. This paper focuses on the classification of bone marrow acute leukemia cells into three groups namely normal, acute promyelocytic leukemia subtype (M3) and other acute leukemia subtypes. The images are implemented with a series of digital image processing...
After some studies on the HMLP neural network output equation, it was found out that parts of the equation resemble matrix multiplication operation. Therefore, an approach to calculate the output equation of the HMLP using matrix multiplication method was proposed. The proposed approach was simulated and compared with another approach to calculate HMLP output using loops. The result proved that the...
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