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Ektraksi Ciri Citra Termogram Payudara Berbasis Dimensi Fraktal Oky Dwi Nurhayati; Thomas Sri Widodo; Adhi Susanto; Maesadji Tjokronagoro
Forum Teknik Vol 33, No 2 (2010)
Publisher : Faculty of Engineering, Universitas Gadjah Mada

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AbstractThe primary purpose of infrared thermography is the locating of thermal differences and anomalies.  Infrared thermography can  detect  numerous  conditions  in  which  an  anomaly is characterized by an increase or decrease in surface temperature. In this research, we specifically applied calculation of fractal dimension method to a total of20 thermograms of normal breasts as well as of those in advanced breast cancer. In addition standard  image  pre-processing  were  also  used  to  enhance  the  detection capabilitity.  Severalmethods in image processing which are pre-processing with canny edge detection, thresholding, calculation of fractal dimension use box-counting and Hausdorff dimension.The results of this research are shown that Hausdorff dimension in the normal thermogramshave range value 0,4 – 0,95 smaller than the advanced thermograms which have value more than  1,26.Finally  this  results  show  that  the  difference  of  fractal dimension  can  be  used  todistinguish between normal and advanced thermograms.Keywords: canny edge detection, thresholding, fractal dimension, box-counting, Hausdorff
Analisis Komputasi pada Segmentasi Citra Medis Adaptif Berbasis Logika Fuzzy Teroptimasi Indah Soesanti; Adhi Susanto; Thomas Sri Widodo; Maesadji Tjokronegoro
Forum Teknik Vol 33, No 2 (2010)
Publisher : Faculty of Engineering, Universitas Gadjah Mada

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Abstract The objective of this research is to analyze the computation of medical image adaptive segmentation based on optimized fuzzy logic. The success of the image analysis system depends on the quality of the segmentation. The image segmentation is separating the image into regions that are meaningful for a given purpose. In this research, the Fuzzy C-Means (FCM) algorithm with spatial information is presented to segment Magnetic Resonance Imaging (MRI) medical images. The FCM clustering utilizes the distance between pixels and cluster centers in the spectral domain to compute the membership function. The pixels of an object in image are highly correlated, and this spatial information is an important characteristic that can be used to aid their labeling. This scheme greatly reduces the effect of noise. The FCM method successfully classifies the brain MRI images into five clusters. This technique is therefore a powerful method in computation for noisy image segmentation. Keywords: computation analysis, MRI Medical image, adaptive image segmentation, fuzzy c-means
Ekstraksi Ciri dan Identifikasi Citra Otak MRI Berbasis Eigenbrain Image Indah Soesanti; Adhi Susanto; Thomas Sri Widodo; Maesadji Tjokronagoro
Forum Teknik Vol 34, No 1 (2011)
Publisher : Faculty of Engineering, Universitas Gadjah Mada

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In this research, we exctract and identify MRI brain images based on eigbrain image.  MRI barain images are used to be input for feature exctraction and identitication. Feature exctraction is done by using the eigbrain image. For all reference image, we find image mean and eigbrain image, and the results are stored. If there is test image, we will find the nearest distance of eigenbrain between test image and reference images. The feature extraction is used to identify the image is whether the normal brain image or the brain image with tumor.The results show that the method successfully classifies MRI images into tree clusters: normal,  glioma, and metastase. The input test images can be identified accurately 100% for image  sizes from 256 x 256 pixels to 64 x 64 pixels.Keywords : feature extraction, image identification, MRI medical image, eigenbrain image.
Aplikasi Pengolahan Citra untuk Estimasi Bobot Badan Ternak Sapi Deddy B. Lasfeto; Adhi Susanto; Ali Agus
Buletin Peternakan Vol 32, No 3 (2008): Buletin Peternakan Vol. 32 (3) Oktober 2008
Publisher : Faculty of Animal Science, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21059/buletinpeternak.v32i3.1254

Abstract

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An Explicit Wavelet-Based Finite Difference Scheme For Solving Two-Dimensional Heat Equation Mahmmod Aziz M; Adhi Susanto; F Soesianto
Semesta Teknika Vol 8, No 1 (2005): MEI 2005
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/st.v8i1.917

Abstract

Metode finite difference eksplisit adalah metode yang mudah diprogram dibandingkan metode finite difference implicit atau metode-metode numerik lainnya. Selain itu, metode eksplisit itu dapat digunakan untuk menyelesaikan persamaan panas “Heat Equation” linear dalam dua dimensi. Akan tetapi, metode eksplisit itu mempunyai sebuah kekurangan yaitu keterbatasan stabilitas dari penyelesaian numerik adalah sangat ketat. Oleh sebab itu, metode eksplisit itu tidak lagi termasuk daftar metode-metode numerik yang handal yang dapat digunakan untuk menyelesaikan persamaan-persamaan diferensial parsial. Oleh karena itu, maka diusulkan untuk menggunakan analisis wavelet Haar di dalam skema numerik dari metode eksiplisit untuk mengatasi kekurangan metode itu, yaitu keterbatasan stabilitas, dengan menjaga diskretisasi dari metode eksplisit agar tidak berubah. Kekurangan dari metode finite difference eksiplisit itu sudah dapat diatasi secara signifikan oleh analisis Haar wavelet yang tidak mempengaruhi logika metode asli yatiu metode eksiplisit. 
MLESET DALAM KARAWITAN: KASUS PADA GENDING PANGKUR Hanggar Budi Prasetya; Adhi Susanto
Gelar : Jurnal Seni Budaya Vol 8, No 2 (2010)
Publisher : Institut Seni Indonesia Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (4915.735 KB) | DOI: 10.33153/glr.v8i2.1327

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This article discusses rnleset phenomena in gamelan music. The main research question is why kenong and kempul instruments are played inmleset style. Acoustic and karawitanology approaches were used to analyze the problem. Two data type, qualitative and quantitative, were employed in this research. The recording of each gamelan pieces and the common gending (gamelan piece) constituted the quantitative data. These recordings were then analyzed through a computer  program, Wavelab 7. The qualitative data-experiences of the musicians were obtained through in-depth interview and observation done to the informants. The research revealed that rnleset is  classified as mleset nuntuni and mleset ngempyungi. Mlasat nuntuni is determined by the melody, while mleset ngempyungi is determined by patet(mode) and fundamental frequency of gamelan  instruments. Common instruments for plesetan are kenong and kempul, both with their unique sound frequency. Each of the instruments possesses fundamental frequency producing main  tone and overtone frequency, resulting in kernpyunq (kwint) orgembyang (octave) specific tone. The overtone frequency results in tonal interference which is culturally accepted as nice melody  by the listeners and the musicians.Key words: mleset, karawitan, gamelan, overtone
ALGORITMA DETEKSI SUDUT AZIMUT DAN ELEVASI ROKET MENGGUNAKAN SEMBILAN ANTENA ARRAY YAGI-UDA Satria Gunawan Zain; Adhi Susanto; Thomas Sri Widodo; Wahyu Widada
Jurnal Teknologi Dirgantara Vol 9, No. 1 Juni (2011)
Publisher : National Institute of Aeronautics and Space - LAPAN

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 Radiation pattern of Yagi-Uda antenna is elliptical. This pattern can be used as a detector for the direction of the source of a radio emission. A total of nine Yagi-Uda antennas fitted with a 3x3 configuration. With this configuration, the measurement range for azimuth and elevation angles can reach 80º. The simulation was performed by using an antenna radiation pattern data. The number of antennas used for this simulation is nine. Then the data is merged into a 3x3 antenna configuration data. Based on data from nine antenna radiation patterns, the algorithm for the estimation of azimuth and elevation angles can be applied. Simulation results show that the measurement error of the signal without noise is close to zero. The algorithm used in this simulation can be applied to noise below 25%. Key word:Angle Estimation, Noise effects, Yagi-Uda Antennas, Rocket movement estimation
PENGARUH TEKNOLOGI PENGELASAN PT. CAPUTRA MITRA SEJATI SHIPYARD TERHADAP KUALITAS PEMBANGUNAN KAPAL PATROLI CEPAT (PC) 40 Adhi Susanto; Ferdy Hendarto S; Priyonggo Syamrahmadi
Bina Teknika Vol 16, No 2 (2020): Bina Teknika
Publisher : Faculty of Engineering UPN "Veteran" Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54378/bt.v16i2.2052

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Penelitian ini bertujuan untuk mengetahui Pengaruh Teknologi Pengelasan, Keahlian Juru Las dan Perawatan Peralatan Las terhadap Kualitas Pembangunan Kapal Patroli Cepat (PC) 40. Penelitian ini adalah deskriptif kuantitatif dengan 45 responden sebagai sumbar data. Teknik analisis data dalam penelitian ini diolah dengan program SPSS versi 25. Hasil penelitian menunjukkan bahwa terdapat pengaruh positif dan signifikan antara Teknologi Pengelasan terhadap Kualitas Pembangunan Kapal Patroli Cepat (PC) 40, terdapat pengaruh positif dan sigfinikan Keahlian Juru Las terhadap Kualitas Pembangunan Kapal Patroli Cepat (PC) 40, dan juga terdapat pengaruh positif dan signifikan dari Perawatan Peralatan Las terhadap Kualitas Pembangunan Kapal Patroli Cepat (PC) 40.
Ekstraksi Garis Pantai Pada Citra Satelit Landsat dengan Metode Segmentasi dan Deteksi Tepi I I Made Agus Wirahadi Putra; Adhi Susanto; Indah Soesanti
Jurnal Nasional Pendidikan Teknik Informatika : JANAPATI Vol. 4 No. 3 (2015)
Publisher : Prodi Pendidikan Teknik Informatika Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/janapati.v4i3.9791

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Garis pantai merupakan kawasan yang dinamis yang dapat berubah setiap saat.Perubahan ini disebabkan oleh adanya abrasi dan akresi.Pemantauan terhadap perubahan garis pantai dapat dilakukan dengan menggunakan citra satelit.Analisis citra satelitmemberikan data yang lengkap dan dapat dilakukan   dengan sedikit atau tanpa bantuan manusia. Makalah ini, menggunakan metode segmentasi dan deteksi tepi pada multi-spektrum yang berkeja secara otoimatis. Proses pemunculan informasi garis pantai dilakukan dalam dua tahapan, yaitu pre-processing dan processing. Pre-processing merupakan tahapan awal yang bertujuan untuk meningkatkan kualitas masing-masing citra (noise remover dan edge enhancement).Tahapan processing merupakan tahapan pemunculan informasi garis pantai dengan segmentasi dan deteksi tepi.Penerapkan metode ini diharapkan dapat memunculkan informasi mengenai garis pantai.
Evaluasi Kualitas Layanan Website Pusdiklat BPK RI Menggunakan Metode Webqual Modifikasian dan Importance Performance Analysis Bayu Luhur Wicaksono; Adhi Susanto
Jurnal Nasional Teknik Elektro dan Teknologi Informasi Vol 2 No 2: Mei 2013
Publisher : Departemen Teknik Elektro dan Teknologi Informasi, Fakultas Teknik, Universitas Gadjah Mada

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Abstract

This research tries to evaluate the service quality of Pusdiklat BPK RI website from the user’s perception as measured by webqual variables modification approach. This evaluation also focuses on the extent to which perceptions of website service quality perceived by the level of expectation from the perspective of service users Pusdiklat BPK RI website.This research takes an object on a Pusdiklat BPK RI website that addresses in www.pusdiklat.bpk.go.id with 155 respondents were used as sample in measurement the quality of website services. The method used to perform the evaluation through the integration of calculation webqual variables modifications approach within the framework of Structural Equation Modelling (SEM) and Importance Performance Analysis (IPA).This research, shows there is a positive and significant relationship among the variables of website service quality, satisfaction levels, and the intensity of system use.This relation forms the research conceptual model. To improve user satisfaction and user loyalty for services rendered to maintain the consistency of performance some attributes of perceptual interaction and information that has the greatest contribution to the quality of website services. The attributes that are necessary to get attention is the problem of updating information content and response time access to view website. The results are expected can provide feedback to management (team manager) Pusdiklat BPK RI website service in the improvement and development of the website appropriate user expectations.