Prof.Dr.Eng. Fitri Utaminingrum, S.T., M.T.
Departemen Teknik Informatika
Program Studi Ilmu Komputer
f3_ningrum@ub.ac.id
Biografi
Fitri Utaminingrum lahir di Surabaya, Jawa Timur, Indonesia. Dia menyelesaikan pendidikan SMP dan SMA di SMPN 5 dan SMAN 4 Malang. Gelar Sarjana Teknik Elektro dia peroleh dari Institut Teknologi Nasional (2000-2004), sedangkan gelar Magister Teknik (MT) di bidang Teknik Elektro di peroleh dari Universitas Brawijaya Malang pada tahun 2007. Selain itu, ia memperoleh gelar Doktor Teknik (Dr. Eng) di bidang Ilmu Komputer dan Teknik Elektro dari Kumamoto University, Jepang pada tahun 2014. Dia juga telah berhasil menyelesaikan International Joint Education Program from Science and technology di Graduate School of Science and Technology, Kumamoto University, Japan. Dia pernah bekerja sebagai dosen paruh waktu di beberapa institusi, seperti Sekolah Tinggi Teknik Angkatan Darat (STTAD) dari tahun 2006 sampai tahun 2007. Sekolah Tinggi Teknik Atlas Nusantara (STTAR) mulai dari tahun 2006 sampai tahun 2007. Selain itu, dia juga telah mengajar mahasiswa Vocational Education Development Center (VEDC) Malang pada tahun 2007 dan Malang Joint Campus (MJC) di tahun 2007. Saat ini dia telah menjadi dosen penuh di Universitas Brawijaya mulai dari tahun 2008
Bidang Keilmuan
Pemrosesan Citra Digital dan Visi Komputer
Riwayat Pendidikan
Penghargaan
Riwayat Mengajar
Publikasi
Riset
Pengabdian
Jurnal Internasional
Jurnal Ilmiah Internasional
Development of Augmented Reality (AR) Based Gamelan Simulation with Leap Motion Control
Frihandhika Permana, Herman Tolle, Fitri Utaminingrum, Rizdania Dermawi
(2019), International Journal of Interactive Mobile Technologies No. 12 Vol. 13, pp. 120-135.
Jurnal Internasional Lainnya
Eyeball Movement Detection System using Corner Triangle Similarity, Naïve Bayes, and Ear Approach
Pangestu, G., Utaminingrum,F., Bachtiar, F.A.
(2019), International Journal of Advances in Soft Computing & Its Applications No. 2 Vol. 11, pp. 1-14.
Road Surface Types Classification Using Combination of K-Nearest Neighbor and Naïve Bayes Based on GLCM
Marianingsih, S., Utaminingrum,F., Bachtiar, F.A.
(2019), International Journal of Advances in Soft Computing & Its Applications No. 2 Vol. 11, pp. 15-27.
Clustering of Human Hand on Depth Image using DBSCAN Method
Yohannes, E., Utaminingrum,F., Bachtiar, F. A.
(2019), Journal of Information Technology and Computer Science No. 2 Vol. 4, pp. 177-184.
Connectivity Between Leap Motion and Android Smartphone for Augmented Reality (AR)-Based Gamelan
Frihandhika P., Tolle H, Utaminingrum, F.
(2), Journal of Information Technology and Computer Science No. 2018 Vol. 1, pp. 146-158.
Alphabet Sign Language Recognition Using K-Nearest Neighbor Optimization
Utaminingrum, F., Somawirata, Gilbert D. N
(1), Journal of Computers No. Januari 2019 Vol. 14, pp. 63-70.
Eye State Recognition Using Multiple Methods for Applied to Control Smart Wheelchair
Pangestu, G., Utaminingrum, F., Bachtiar F.A
(1), International Journal of Intelligent Engineering and Systems, No. 2019 Vol. 12, pp. 232-241.
Human tracking by u sing multiple methods and weighted products
Utaminingrum,F., Cahyaningrum, Randy, Sigit, Ali, Sari, Putra, Syaugy
(2018), Signal, Image and Video Processing No. 8 Vol. 13, pp. 1469-1476.
Left-right head movement for controlling smart wheelchair by using centroid coordinates distance
Utaminingrum, Adikara, Sari, Syauqy, Hapsani
(2018), Journal of Theoretical and Applied Information Technology No. 10 Vol. 96, pp. 2852-2861.
Mapping paddy growth stage based-on hyperspectral EO-1 hyperion using pixel purity index endmember extraction algorithm
Suryoprayogo, Ramdani, Utaminingrum
(2018), Journal of Telecommunication, Electronic and Computer Engineering No. 1-6 Vol. 10, pp. 47-54.
A Toolkit to Learn Algorithmic Thinking using mBot Robot
Kusuma I. D., Utaminingrum F., Kakeshita T.
(2018), IPSJ SIG Technical Report No. Vol. , pp. 1-8.
Hybrid Head Tracking for Wheelchair Control Using Haar Cascade Classifsier and KCF Tracker
Utaminingrum,F., Sari,Y.,A., Adikara,P.,P., Syauqy,D., Adinugroho,S.
(2018), TELKOMNIKA No. 4 Vol. 16, pp. 1616-1624.
Linear programming initialization method of evolution strategies for beef cattle feed optimization
Fatyanosa, T. N., Utaminingrum,F., Data, M.
(2018), Journal of Telecommunication, Electronic and Computer Engineering No. 1-4 Vol. 10, pp. 153-158.
Application Human Tracking on Electric Wheelchair using Cluster Analysis
Utaminingrum, F., Fauzi A. M., Syauqy D., Sari Y. A., Randy C.W
(2017), International Journal of Tomography and Simulation No. 4 Vol. 30, pp. 108-117.
Optical character recognition on english comic digital data for automated language translation
Anggi, G. H, Utaminingrum, F., Tolle,H.
(2017), International Journal of Advances in Soft Computing and its Applications No. Vol. Vol. 9, No. 3, pp. 186-198.
The segmentation of printed Arabic characters based on interest point
Qomariyah, F., Utaminingrum, F., Mahmudy, W. F.
(2017), Journal of Telecommunication, Electronic and Computer Engineering No. Vol. Vol. 9, No. 2-8, pp. 19-24.
Hand Gesture Recognition using Adaptive Network Based Fuzzy Inference System and K-Nearest Neighbor
Utaminingrum, F., Mufarroha, F.A.
(2017), International Journal of Technology (IJTech) No. Vol. Vol. 8 No.3, pp. 559-567.
Real Time Advanced Head Movement Recognition for Application Controller Based On Android Internal Gyroscope Sensor
Priandani, N. D. , Tolle, H. , Utaminingrum, F.
(2017), International Journal of Advances in Soft Computing & Its Applications No. Vol. 9, No.1, pp. 70-87.
Human guide tracking using combined histogram of oriented gradient and entropy difference minimization algorithm for camera follower
Utaminingrum, F., Fauzi,M.A., Sari,Y.,A., Adinugroho,S., Wihandika, R.C., Syauqy, D., Adikara,P.,P.
(2017), Journal of Telecommunication, Electronic and Computer Engineering No. 4 Vol. 9, pp. 49-54.
Image Processing For Rapidly Eye Detection Based On Robust Haar Sliding Window
Utaminingrum, F., Sari, Y. A. , Prasetya, R. P.
(2016), International Journal of Electrical and Computer Engineering (IJECE) No. 2017 Vol. 7, No. 2, pp. 31 - 37.
Fast Obstacle Distance Estimation using Laser Line Imaging Technique for Smart Wheelchair
Utaminingrum, F., Fitriyah, H., Wihandika, R.C., Fauzi, M.A., Syauqy, D., Maulana, R.
(2016), International Journal of Electrical and Computer Engineering (IJECE) No. 4 Vol. 6, pp. 1602-1609.
Scotect Algorithm : A Novel Approach for Soil Color Detection Process Using Five Steps Algorithm
Utaminingrum, F., Robbani, I.H.
(2016), International Journal of Innovative Computing, Information and Control No. 5 Vol. 12, pp. 1645-1654.
Building Segmentation of Satellite Image Based on Area and Perimeter using Region Growing
Utaminingrum, F., Yohannes, E.
(2016), Indonesian Journal of Electrical Engineering and Computer Science No. 3 Vol. 3, pp. .
Mixed Gaussian And Impulse Noise Removal Based On Kernel Observation and Edge Direction
Utaminingrum, F., Uchimura, K. , Koutaki, G.
(2015), International Journal of Innovative Computing, Information and Control No. 5 Vol. 11, pp. 1509-1523.
Speedy Filters for Removing Impulse Noise based on an Adaptive Window Observation
Utaminingrum,F, Uchimura, K, Kotaki, G
(2015), AEU- International Journal of Electronics and Communications No. Vol. 69, pp. 95-100.
High Density Impulse Noise Removal Based on the Total Observation Kernel Element for Image Sequences
Utaminingrum, F., Uchimura, K., Koutaki, G.
(2014), Journal of Information Processing No. 4 Vol. 22, pp. 679-688.
Optimization Gaussian Noise Removal using Hybrid Filter Based on Mean Impulse Fuzzy and Fuzzy Aliasing Filter Methods
Utaminingrum, F., Uchimura, K., Koutaki, G.
(2013), Institute of Electrical Engineers of Japan (IEEJ) Transactions on Electronics, Information and Systems No. 1 Vol. 133, pp. 150-158.
Prosiding Internasional
Usability Testing of Augmented Reality For Food Advertisement Based On Mobile Phone Using System Usability Scale
Wijaya, A. C., Munandar, M. W. A. , Utaminingrum, F.
2019. International Conference on Sustainable Information Engineering and Technology (SIET 2019). Lombok.
Minimum Error Analysis Using Numerical Methods for Dental Disease Identification
Hamdianah, A., Fajri, D. M. N., Saragih, T. H., Utaminingrum, F.
2019. International Conference on Sustainable Information Engineering and Technology (SIET 2019). Lombok.
Comparative Study of Numerical Methods in Multiple Linear Regression For Stock Prediction Jakarta Islamic Index (JII)
Mar’i, F., Pratiwi, U., Oktanisa, I., Utaminingrum, F.
2019. International Conference on Sustainable Information Engineering and Technology (SIET 2019). Lombok.
Obstacle Detection Using Combination Between Gradient Analysis and Threshold Process
Firnanda, A. I. A., Utaminingrum, F.
2019. International Conference on Sustainable Information Engineering and Technology (SIET 2019). Lombok.
Efficient Technique Image Encryption with Cipher Block Chaining and Gingerbreadman Map
Savitri, N., Johan, A. W. S. B., Firnanda Al Islama A, Utaminingrum, F.
2019. International Conference on Sustainable Information Engineering and Technology (SIET 2019). Lombok.
Double Digital Watermarking using Discrete Hartley Transform
Yoke Kusuma Arbawa, Arthur Ahmad Fauzi, Rahmad Jibril Al Kautsar, Utaminingrum, F.
2019. International Conference on Sustainable Information Engineering and Technology (SIET 2019). Lombok.
Indonesian Traditional Food Image Identification using Random Forest Classifier based on Color and Texture Features
Sari, Y. A., Utaminingrum, F, Adinugroho, S., Dewi, R. K., Adikara, P. P., Wihandika, R. C.
2019. International Conference on Sustainable Information Engineering and Technology (SIET 2019). Lombok.
Comparative Study based on Error Calculation in Multiple Linear Regression Coefficient for Forest Fires Prediction
Alauddin, M.W., Anshori, M., Wicaksono, A. S., Utaminingrum,F.
2018. International Conference on Sustainable Information Engineering and Technology (SIET 2018). Malang.
Comparison of Support Vector Machine Classifier and Naïve Bayes Classifier on Road Surface Type Classification
Marianingsih, S., Utaminingrum, F.
2018. International Conference on Sustainable Information Engineering and Technology (SIET 2018). Malang.
Food Recipe Finder Mobile Applications Based On Similarity Of Materials
Pangestu, G., Supianto, A. A., Utaminingrum, F.
2018. International Conference on Sustainable Information Engineering and Technology (SIET 2018). Malang.
Mammogram Breast Cancer Classification Using Gray-Level Co-Occurrence Matrix and Support Vector Machine
Sarosa, S. J. A., Utaminingrum, F., Bachtiar, F. A
2018. International Conference on Sustainable Information Engineering and Technology (SIET 2018). Malang.
Text Detection and Recognition using Multiple Phase Method on Various Product Label for Visual Impaired People
Rizdania, Utaminingrum, F.
2017. International Conference on Sustainable Information Engineering and Technology (SIET). Universitas Brawijaya.
Arabic Letter Segmentation using Modified Connected Component Labeling
Firdaus,F.I., Khumaini, A., Utaminingrum, F.
2017. International Conference on Sustainable Information Engineering and Technology (SIET) . Universitas Brawijaya.
Development of Computer Vision Based Obstacle Detection and Human Tracking on Smart Wheelchair for Disabled Patient
Utaminingrum, F., Fauzi, M. A., Wihandika, R. C., Adinugroho, S. , Syauqy, D. , Sari, Y. A. , Adikara, P. P.
2017. International Symposium on Computational and Business Intelligence (ISCBI) 2017. Dubai.
Adaptive Human Tracking for Smart Wheelchair
Utaminingrum, F., Fauzi, M. A. , Wihandika, R. C. , Adikara, P. P.
2016. International Symposium on Computational and Business Intelligence (ISCBI). Dubai .
Determining Direction of Moving Object using Object Tracking for Smart Wheelchair Controller
Utaminingrum, F., Fauzi, M. A., Syauqy, D. , Wihandika. R. C., Hapsani, A. G.
2016. International Symposium on Computational and Business Intelligence (ISCBI). Dubai.
Onward Movement Detection and Distance Estimation of Object using Disparity Map on Stereo Vision
Hapsani, A. G. , Syauqy, D. , Utaminingrum, F., Adikara, P. P., Adinugroho, S.
2016. International Symposium on Computational and Business Intelligence (ISCBI). Dubai.
Triangle Similarity Approach For Detecting Eyeball Movement
Prasetya, R. P., Utaminingrum, F.
2016. International Symposium on Computational and Business Intelligence (ISCBI). Dubai .
Mapping Paddy Growth Stage Based-on Hyperspectral EO-1 Hyperion Using Pixel Purity Index Endmember Extraction Algorithm
Suprayogo, H., Ramdani, F., Utaminingrum, F.
2016. 2nd International Conference on Information in Business and Technology Management (I2BM). Penang, Malaysia.
Eye Movement as Navigator for Restricted Disabled Person in Handling Position
Utaminingrum, F., Fauzi, M. A. , Sari, Y. A., Adinugroho, S., Primaswara, R.
2016. International Conference on Communication and Information Systems (ICCIS). Bangkok, Thailand .
The Segmentation of Printed Arabic Characters Based on Interest Point
Uminingrum, F., Mahmudy, W. F. , Qomariyah, F.
2016. Advancement Research in Circuits and Systems International Conference (ARECAS) 2016. Langkawi, Malaysia.
Road Detection Based on the Color Space and Cluster Connecting
Somawirata, K., Utaminingrum, F.
2016. International Conference on Signal and Image Processing. Beijing, China.
A Laser-Vision based Obstacle Detection and Distance Estimation for Smart Wheelchair Navigation
Utaminingrum, F., Kurniawan, T.A., Fauzi, M. A. , Maulana, R., Syauqy, D., Wihandika, R.C., Sari. Y.A., Adikara, P.P.
2016. International Conference on Signal and Image Processing . Beijing, China.
A Practical Obstacle Avoidance Subsystem for Intelligent Wheelchair using Line Laser and RANSAC Method
Fauzi, M.A., Utaminingrum, F., Syauqy, D., Maulana, R., Wihandika, R.C., Sari, Y.A., Adikara, P.P.
2016. International Conference on Computer Science, Engineering and Applied Science (ICCSEAS) 2016. Osaka, Japan.
Error Numerical Analysis for Result of Rainfall Prediction Between Tsukamoto FIS and Hybrid Tsukamoto FIS with GA
Wahyuni, I., Utaminingrum, F.
2016. The 8th International Conference on Advance Computer Science and Information Systems (ICACSIS) 2016. Universitas Brawijaya Malang.
Numerical Methods for Initialization in Fodder Composition Optimization
Wijayaningrum, V.N., Utaminingrum, F.
2016. The 8th International Conference on Advance Computer Science and Information Systems (ICACSIS) 2016. Universitas Brawijaya Malang.
Segmentation Algorithm to Determine Group for Hand Gesture Recognition
Mufarroha, F., Mahmudy, W.F., Utaminingrum, F.
2016. Advancement Research in Circuits and Systems International Conference (ARECAS). Malaysia.
Authentication Face Recognition Pattern System in Customers ATM Service Using Linear Distance Analysis and Bayes Algorithms
Hakim, S.A.F, Utaminingrum, F.
2016. International Conference on Sustainble Information Engineering and Technology (SIET) 2016. Universitas Brawijaya Malang.
The Greatest Points in Hand Gesture Recognition for American Sign Language
Utaminingrum, F., Mufarroha. F.A.
2016. International Conference on Informatics, Robotics, Networks, Control and Systems (IRONCONS) . Bandung, Indonesia .
e-Evaluation Measurement for Javanese Script Handwriting Studies
Priandani, Utaminingrum, F., Dwi, N.
2016. 6th Annual Basic Science International Conference. .
Mobile Game Android for Education Method Using MCRNGenerator
Basid, Utaminingrum, F., Puspa Miladin Nuraida Safitri A
2016. 6th Annual Basic Science International Conference. .
Rain Streaks Removal by Using Composite Method
Utaminingrum, F. , Somawirata, I.K.
2015. The 11th International Conference on Signal Image Technology & Internet Based System (SITIS) 2015. Bangkok Thailand.
Three-stage Unstructured Filter for Removing Mixed Gaussian plus Random Impulse Noise
Utaminingrum, F., Uchimura, K., Koutaki, G.
2014. International Conference on Signal Processing and Multimedia Applications. INSTICC, Vienna, Austria.
Modifying K-SVD for Optimization of The Mixed Gaussian and Impulse Noise Removal
Utaminingrum, F., Uchimura, K, Koutaki, G.
2014. International conference of the 20th Korea-Japan Joint Workshop on Frontiers of Computer Vision. Okinawa, Japan.
Dual Filter Based on Pipeline Models for Removing High Density Impulse Noise
Utaminingrum, F., Uchimura, K., Koutaki, G.
2014. International Workshop on Advanced Image Technology (IWAIT). Sukosol Hotel Bangkok, Thailand.
High Density Impulse Noise Removal on the Image Sequence uses Dual Recursive Hybrid Filters
Utaminingrum, F., Uchimura, K., Koutaki, G.
2014. . Hokkaido, Japan.
Exploiting Target Pixel for a Fast and Efficient Impulse Noise Removal in the Image Sequence
Utaminingrum, F., Uchimura, K., Koutaki, G.
2013. The 8th International Student Conference on Advanced Science and Technology (ICAST). Kumamoto, Japan.
An adaptive Sliding Window based on Fuzzy Filter for removing Wide-range Impulse Noise Densities on the Image Sequence
Utaminingrum, F., Uchimura, K., Koutaki, G.
2013. International Conference on Intelligent System and Image Processing (ICISIP). Kitakyushu, Japan.
Rank Order Linear Filter for Removing Impulse Noise in Many Variation Densities
Utaminingrum, F., Uchimura, K., Koutaki, G.
2013. 11th International Conference on Quality Control by Artificial Vision. Fukuoka, Japan.
High Density Impulse Noise Removal based on Linear Mean-Median Filter
Utaminingrum, F., Uchimura, K., Koutaki, G.
2013. International conference of the nineteenth Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV). Incheon, Korea.
Three Modes Interpolation Filter For High Density Impulse Noise Removal
Utaminingrum, F., Uchimura, K., Koutaki, G.
2013. International Workshop on Advanced Image Technology. Nagoya, Japan.
Hybrid Filter for High Density Impulse Noise Removal
Utaminingrum, F., Uchimura, K., Koutaki, G.
2012. The 7th International Student Conference on Advanced Science and Technology. Seoul, South Korea.
High Density Impulse Noise Removal by Fuzzy Mean Linear Aliasing Window Kernel
Utaminingrum, F., Uchimura, K., Koutaki, G.
2012. International Conference on Signal Processing, Communication and Computing. Hongkong.
Optimizing Aliasing Filters for Image Smoothing
Utaminingrum, F., Uchimura, K., Koutaki, G.
2012. International conference of the Eighteenth Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV). Tokyo, Japan.
Jurnal Nasional
Newton’s Method for Distance Optimization in Firefly Algorithm in Determining Optimum Nutrition for Laying Hens
Burhan, M.S., Utaminingrum, F.
(2017), Journal of Informatics, Control Systems, and Computers No. 1 Vol. 11, pp. 09-14.
Regresi linier berbasis clustering untuk deteksi dan estimasi halangan pada smart wheelchair
Adikara, P. P., Wihandika, R. C. , Utaminingrum, F., Sari, Y. A., Fauzi, M. A., Syauqy, D., Maulana, R.
(2016), Jurnal Ilmiah Teknologi Sistem Informasi No. 2017 Vol. 3, pp. 11- 16.
Aplikasi Mobile Scotect: Aplikasi Deteksi Warna Tanah Dengan Teknologi Citra Digital Pada Android
Utaminingrum, F, Hasan, I, Trisnawati, E, Noviyanti, R, Rivaldi, A
(2016), Jurnal Teknologi Informasi dan Ilmu Komputer No. Vol. 3, pp. 19-26.
Penggunaan Multistage Adaptive Wiener Filter untuk Meningkatkan Kualitas Citra Digital
Utaminingrum, F.
(2007), Jurnal ACADEMIA ISTA No. Vol. , pp. .
Prosiding Nasional
Minimalisasi Derau pada Data Citra Digital dengan metode Minimum Mean Square Error
Utaminingrum, F.
2006. EECCiS. Universitas Brawijaya Malang.
Aplikasi Mikrokontroller AT89C2051 pada Pengukuran Slip Digital untuk Motor Induksi
Utaminingrum, F.
2005. Seminar Nasional Otomasi Gardu Induk. Semarang.
