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Journal : Journal of Electronics and Instrumentation

Deteksi Fitur Wajah pada Hasil Usg 3D Janin dengan Algoritma Viola-Jones Hikmatul Wilda; Kholifah, Nurul; Desy Fitri Wulandari; Ainayya Halifah
Journal of Electronics and Instrumentation Vol. 1 No. 2 (2024)
Publisher : Fakultas MIPA, Universitas Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/jei.v1i2.703

Abstract

Ultrasound (Ultrasonography) is a medical imaging technology used for monitoring fetal development during pregnancy. It produces visual images that support the process of medical diagnosis and pregnancy monitoring. Image processing is used to process and analyze digital images, providing valuable additional information. One of the methods used in image processing is the Viola-Jones algorithm. The Viola-Jones algorithm is commonly used to detect objects in image processing and computer vision, especially human faces. Face detection using the Viola-Jones algorithm can be implemented using software such as Matlab and Python. However, in this experiment, there were difficulties in using the Viola-Jones algorithm to detect baby ultrasound images. This is caused by the position seen from the side in the baby's ultrasound image and the uniformity of color throughout the face. In fact, some features such as eyebrows and eyes are difficult to recognize clearly. In addition, the resulting training files may not provide consistent results on other samples due to complex variations in infant ultrasound images.
Karakterisasi Sistem Sensor LDR Berdasarkan Perbedaan Panjang Gelombang Cahaya Kholifah, Nurul; Ratna Arum Febrianti; Gladyns Anandita Yasmin; Nurul Fatma Hidayati
Journal of Electronics and Instrumentation Vol. 1 No. 2 (2024)
Publisher : Fakultas MIPA, Universitas Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/jei.v1i2.704

Abstract

LDR is a type of resistor whose resistance value is influenced by light. LDRs can have varying sensitivity and linearity depending on the type of LDR used. LDR light sensors have different sensitivities to each color variation of light that hits them with their respective wavelengths. An LDR with high sensitivity will show a greater change in resistance when there is a change in the level of light received. LDR linearity is a measure of the extent to which its resistance response to changes in light levels is linear or not. This experiment uses two types of circuits, namely series and parallel circuits to obtain current values ​​when the light intensity is varied in order to test the sensitivity and linearity of the LDR sensor. The LED color variations used are white, red, green and blue. The circuit that produces a large current is a parallel circuit, but in a system with red and blue LEDs the opposite happens, there is a small difference which causes the current in the series circuit to be greater. The R square value in the regression value data for voltage and intensity against the resistance of each LED color starting from white, red, green and blue respectively is 0.868747; 0.765793; 0.833222; and 0.798801.