Fitri Utaminingrum, Dr. Eng., S.T., M.T.

  • Laboratorium Sistem Komputer dan Robotika
  • Rekayasa Perangkat Cerdas
  • Teknik Komputer
  • FILKOM UB, Jl. Veteran No 8
    Gedung A, Lt.1, R. A1.4.2
    Gedung C, Lt.1, R. C1.9
  • f3_ningrum [at] ub [dot] ac [dot] id

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

Jurnal Internasional

Frihandhika P., Tolle H, Utaminingrum, F. 2. Connectivity Between Leap Motion and Android Smartphone for Augmented Reality (AR)-Based Gamelan. Journal of Information Technology and Computer Science , 2018 vol. 1, pp. 146-158
Utaminingrum, F., Somawirata, Gilbert D. N 1. Alphabet Sign Language Recognition Using K-Nearest Neighbor Optimization . Journal of Computers, Januari 2019 vol. 14, pp. 63-70
Pangestu, G., Utaminingrum, F., Bachtiar F.A 1. Eye State Recognition Using Multiple Methods for Applied to Control Smart Wheelchair. International Journal of Intelligent Engineering and Systems,, 2019 vol. 12, pp. 232-241
Utaminingrum, Adikara, Sari, Syauqy, Hapsani 2018. Left-right head movement for controlling smart wheelchair by using centroid coordinates distance . Journal of Theoretical and Applied Information Technology , 10 vol. 96, pp. 2852-2861
Suryoprayogo, Ramdani, Utaminingrum 2018. Mapping paddy growth stage based-on hyperspectral EO-1 hyperion using pixel purity index endmember extraction algorithm . Journal of Telecommunication, Electronic and Computer Engineering , 1-6 vol. 10, pp. 47-54
Kusuma I. D., Utaminingrum F., Kakeshita T. 2018. A Toolkit to Learn Algorithmic Thinking using mBot Robot. IPSJ SIG Technical Report, , pp. 1-8
Utaminingrum,F., Sari,Y.,A., Adikara,P.,P., Syauqy,D., Adinugroho,S. 2018. Hybrid Head Tracking for Wheelchair Control Using Haar Cascade Classifsier and KCF Tracker. TELKOMNIKA, 4 vol. 16, pp. 1616-1624
Fatyanosa, T. N., Utaminingrum,F., Data, M. 2018. Linear programming initialization method of evolution strategies for beef cattle feed optimization . Journal of Telecommunication, Electronic and Computer Engineering , 1-4 vol. 10, pp. 153-158
Utaminingrum, F., Fauzi A. M., Syauqy D., Sari Y. A., Randy C.W 2017. Application Human Tracking on Electric Wheelchair using Cluster Analysis. International Journal of Tomography and Simulation, 4 vol. 30, pp. 108-117
Anggi, G. H, Utaminingrum, F., Tolle,H. 2017. Optical character recognition on english comic digital data for automated language translation. International Journal of Advances in Soft Computing and its Applications, vol. Vol. 9, No. 3, pp. 186-198
Qomariyah, F., Utaminingrum, F., Mahmudy, W. F. 2017. The segmentation of printed Arabic characters based on interest point. Journal of Telecommunication, Electronic and Computer Engineering, vol. Vol. 9, No. 2-8, pp. 19-24
Utaminingrum, F., Mufarroha, F.A. 2017. Hand Gesture Recognition using Adaptive Network Based Fuzzy Inference System and K-Nearest Neighbor. International Journal of Technology (IJTech), vol. Vol. 8 No.3, pp. 559-567
Priandani, N. D. , Tolle, H. , Utaminingrum, F. 2017. Real Time Advanced Head Movement Recognition for Application Controller Based On Android Internal Gyroscope Sensor. International Journal of Advances in Soft Computing & Its Applications, vol. 9, No.1, pp. 70-87
Utaminingrum, F., Fauzi,M.A., Sari,Y.,A., Adinugroho,S., Wihandika, R.C., Syauqy, D., Adikara,P.,P. 2017. Human guide tracking using combined histogram of oriented gradient and entropy difference minimization algorithm for camera follower. Journal of Telecommunication, Electronic and Computer Engineering , 4 vol. 9, pp. 49-54
Utaminingrum, F., Sari, Y. A. , Prasetya, R. P. 2016. Image Processing For Rapidly Eye Detection Based On Robust Haar Sliding Window. International Journal of Electrical and Computer Engineering (IJECE), 2017 vol. 7, No. 2, pp. 31 - 37
Utaminingrum, F., Fitriyah, H., Wihandika, R.C., Fauzi, M.A., Syauqy, D., Maulana, R. 2016. Fast Obstacle Distance Estimation using Laser Line Imaging Technique for Smart Wheelchair. International Journal of Electrical and Computer Engineering (IJECE), 4 vol. 6, pp. 1602-1609
Utaminingrum, F., Robbani, I.H. 2016. Scotect Algorithm : A Novel Approach for Soil Color Detection Process Using Five Steps Algorithm. International Journal of Innovative Computing, Information and Control , 5 vol. 12, pp. 1645-1654
Utaminingrum, F., Yohannes, E. 2016. Building Segmentation of Satellite Image Based on Area and Perimeter using Region Growing . Indonesian Journal of Electrical Engineering and Computer Science , 3 vol. 3
Utaminingrum, F., Uchimura, K. , Koutaki, G. 2015. Mixed Gaussian And Impulse Noise Removal Based On Kernel Observation and Edge Direction . International Journal of Innovative Computing, Information and Control, 5 vol. 11, pp. 1509-1523
Utaminingrum,F, Uchimura, K, Kotaki, G 2015. Speedy Filters for Removing Impulse Noise based on an Adaptive Window Observation. AEU- International Journal of Electronics and Communications, vol. 69, pp. 95-100
Utaminingrum, F., Uchimura, K., Koutaki, G. 2014. High Density Impulse Noise Removal Based on the Total Observation Kernel Element for Image Sequences. Journal of Information Processing, 4 vol. 22, pp. 679-688
Utaminingrum, F., Uchimura, K., Koutaki, G. 2013. Optimization Gaussian Noise Removal using Hybrid Filter Based on Mean Impulse Fuzzy and Fuzzy Aliasing Filter Methods. Institute of Electrical Engineers of Japan (IEEJ) Transactions on Electronics, Information and Systems, 1 vol. 133, pp. 150-158

Prosiding Internasional

Rizdania, Utaminingrum, F. 2017. Text Detection and Recognition using Multiple Phase Method on Various Product Label for Visual Impaired People. International Conference on Sustainable Information Engineering and Technology (SIET). Universitas Brawijaya, Nov 2017. IEEE
Firdaus,F.I., Khumaini, A., Utaminingrum, F. 2017. Arabic Letter Segmentation using Modified Connected Component Labeling. International Conference on Sustainable Information Engineering and Technology (SIET) . Universitas Brawijaya, Nov 2017. Universitas Brawijaya : IEEE
Utaminingrum, F., Fauzi, M. A., Wihandika, R. C., Adinugroho, S. , Syauqy, D. , Sari, Y. A. , Adikara, P. P. 2017. Development of Computer Vision Based Obstacle Detection and Human Tracking on Smart Wheelchair for Disabled Patient. International Symposium on Computational and Business Intelligence (ISCBI) 2017. Dubai, Aug 2017.
Utaminingrum, F., Fauzi, M. A. , Wihandika, R. C. , Adikara, P. P. 2016. Adaptive Human Tracking for Smart Wheelchair. 2017, International Symposium on Computational and Business Intelligence (ISCBI). Dubai , Aug 2017.
Utaminingrum, F., Fauzi, M. A., Syauqy, D. , Wihandika. R. C., Hapsani, A. G. 2016. Determining Direction of Moving Object using Object Tracking for Smart Wheelchair Controller. International Symposium on Computational and Business Intelligence (ISCBI). Dubai, Aug 2017.
Hapsani, A. G. , Syauqy, D. , Utaminingrum, F., Adikara, P. P., Adinugroho, S. 2016. Onward Movement Detection and Distance Estimation of Object using Disparity Map on Stereo Vision. 2017, International Symposium on Computational and Business Intelligence (ISCBI). Dubai, Aug 2017.
Prasetya, R. P., Utaminingrum, F. 2016. Triangle Similarity Approach For Detecting Eyeball Movement. 2017, International Symposium on Computational and Business Intelligence (ISCBI). Dubai , Aug 2017.
Suprayogo, H., Ramdani, F., Utaminingrum, F. 2016. Mapping Paddy Growth Stage Based-on Hyperspectral EO-1 Hyperion Using Pixel Purity Index Endmember Extraction Algorithm. 2nd International Conference on Information in Business and Technology Management (I2BM). Penang, Malaysia, Apr 2017.
Utaminingrum, F., Fauzi, M. A. , Sari, Y. A., Adinugroho, S., Primaswara, R. 2016. Eye Movement as Navigator for Restricted Disabled Person in Handling Position. , International Conference Proceedings Series, pp. 64. International Conference on Communication and Information Systems (ICCIS). Bangkok, Thailand , Dec 2016. ACM Digital Library
Uminingrum, F., Mahmudy, W. F. , Qomariyah, F. 2016. The Segmentation of Printed Arabic Characters Based on Interest Point . , Journal of Telecommunication, Electronic and Computer Engineering (JTEC), Advancement Research in Circuits and Systems International Conference (ARECAS) 2016. Langkawi, Malaysia, Dec 2016.
Somawirata, K., Utaminingrum, F. 2016. Road Detection Based on the Color Space and Cluster Connecting. , 2016 IEEE ICSIP, 2016, pp. 118-122. International Conference on Signal and Image Processing. Beijing, China, Aug 2016. IEEE PRESS
Utaminingrum, F., Kurniawan, T.A., Fauzi, M. A. , Maulana, R., Syauqy, D., Wihandika, R.C., Sari. Y.A., Adikara, P.P. 2016. A Laser-Vision based Obstacle Detection and Distance Estimation for Smart Wheelchair Navigation . , 2016 IEEE ICSIP , 2016, pp. 123-127. International Conference on Signal and Image Processing . Beijing, China, Aug 2016. IEEE PRESS
Fauzi, M.A., Utaminingrum, F., Syauqy, D., Maulana, R., Wihandika, R.C., Sari, Y.A., Adikara, P.P. 2016. A Practical Obstacle Avoidance Subsystem for Intelligent Wheelchair using Line Laser and RANSAC Method. , IJCA, pp. 40-51. International Conference on Computer Science, Engineering and Applied Science (ICCSEAS) 2016. Osaka, Japan, Nov 2016.
Wahyuni, I., Utaminingrum, F. 2016. Error Numerical Analysis for Result of Rainfall Prediction Between Tsukamoto FIS and Hybrid Tsukamoto FIS with GA. , IEEE ICACSIS, The 8th International Conference on Advance Computer Science and Information Systems (ICACSIS) 2016. Universitas Brawijaya Malang, Oct 2016. IEEE PRESS
Wijayaningrum, V.N., Utaminingrum, F. 2016. Numerical Methods for Initialization in Fodder Composition Optimization. , IEEE ICACSIS, The 8th International Conference on Advance Computer Science and Information Systems (ICACSIS) 2016. Universitas Brawijaya Malang, Oct 2016. IEEE PRESS
Mufarroha, F., Mahmudy, W.F., Utaminingrum, F. 2016. Segmentation Algorithm to Determine Group for Hand Gesture Recognition. Advancement Research in Circuits and Systems International Conference (ARECAS). Malaysia, Dec 2016.
Hakim, S.A.F, Utaminingrum, F. 2016. Authentication Face Recognition Pattern System in Customers ATM Service Using Linear Distance Analysis and Bayes Algorithms. pp. 40-53. International Conference on Sustainble Information Engineering and Technology (SIET) 2016. Universitas Brawijaya Malang, Oct 2016.
Utaminingrum, F., Mufarroha. F.A. 2016. The Greatest Points in Hand Gesture Recognition for American Sign Language . , International Journal of Intelligent Engineering and Systems , International Conference on Informatics, Robotics, Networks, Control and Systems (IRONCONS) . Bandung, Indonesia , Nov 2016.
Priandani, Utaminingrum, F., Dwi, N. 2016. e-Evaluation Measurement for Javanese Script Handwriting Studies. 6th Annual Basic Science International Conference. , Jun 2016.
Basid, Utaminingrum, F., Puspa Miladin Nuraida Safitri A 2016. Mobile Game Android for Education Method Using MCRNGenerator. 6th Annual Basic Science International Conference. , Jun 2016.
Utaminingrum, F. , Somawirata, I.K. 2015. Rain Streaks Removal by Using Composite Method . , Prosiding SITIS 2015, pp. 139-142. The 11th International Conference on Signal Image Technology & Internet Based System (SITIS) 2015. Bangkok Thailand, Nov 2015.
Utaminingrum, F., Uchimura, K., Koutaki, G. 2014. Three-stage Unstructured Filter for Removing Mixed Gaussian plus Random Impulse Noise.
In: Obaidat, M.,S., Holzinger,A & Cabello, E. (eds) , Multimedia Signal Processing, pp. 99-106. International Conference on Signal Processing and Multimedia Applications. INSTICC, Vienna, Austria, Aug 2014. SCITEPRESS – Science and Technology Publications
Utaminingrum, F., Uchimura, K, Koutaki, G. 2014. Modifying K-SVD for Optimization of The Mixed Gaussian and Impulse Noise Removal.
In: Taniguchi, R-I, Lee, C (eds) , Image Signal Processing, pp. 191-197. International conference of the 20th Korea-Japan Joint Workshop on Frontiers of Computer Vision. Okinawa, Japan, Feb 2014. Okinawa National College of Technology
Utaminingrum, F., Uchimura, K., Koutaki, G., 2014. Dual Filter Based on Pipeline Models for Removing High Density Impulse Noise. , Image / Video Processing, pp. 522-527. International Workshop on Advanced Image Technology (IWAIT). Sukosol Hotel Bangkok, Thailand, Jan 2014. King Mongkut's University of Technology Thonburi
Utaminingrum, F., Uchimura, K., Koutaki, G. 2014. High Density Impulse Noise Removal on the Image Sequence uses Dual Recursive Hybrid Filters. , The Institute of Electronics Information and Communication Engineers, pp. 7-12. . Hokkaido, Japan, Feb 2014.
Utaminingrum, F., Uchimura, K., Koutaki, G. 2013. Exploiting Target Pixel for a Fast and Efficient Impulse Noise Removal in the Image Sequence. pp. 205-206. The 8th International Student Conference on Advanced Science and Technology (ICAST). Kumamoto, Japan, Dec 2013.
Utaminingrum, F., Uchimura, K., Koutaki, G. 2013. An adaptive Sliding Window based on Fuzzy Filter for removing Wide-range Impulse Noise Densities on the Image Sequence.
In: Koda,T., Zhang, R., Xu,Z., Hongo,K. (eds) , Image Processing Method, pp. 111-118. International Conference on Intelligent System and Image Processing (ICISIP). Kitakyushu, Japan, Sep 2013. Kyushu Institute of Technology
Utaminingrum, F., Uchimura, K., Koutaki, G. 2013. Rank Order Linear Filter for Removing Impulse Noise in Many Variation Densities.
In: Meriaudeau, F., Taniguchi,R-i (eds) , Image Processing and Segmentation, pp. 275-282. 11th International Conference on Quality Control by Artificial Vision. Fukuoka, Japan, May 2013. Kyushu University
Utaminingrum, F., Uchimura, K., Koutaki, G. 2013. High Density Impulse Noise Removal based on Linear Mean-Median Filter.
In: Kang-H., J., Nakajima, C. (eds) pp. 11-17. International conference of the nineteenth Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV). Incheon, Korea, Jan 2013. IEEE The Industrial Electronics Society
Utaminingrum, F., Uchimura, K., Koutaki, G. 2013. Three Modes Interpolation Filter For High Density Impulse Noise Removal.
In: Nakajima, M, Jeong, J., Shih, Z-C (eds) , Image/Video Processing, pp. 1122-1127. International Workshop on Advanced Image Technology. Nagoya, Japan, Jan 2013. IWAIT2013 Organizing Committee and Nagoya University
Utaminingrum, F., Uchimura, K., Koutaki, G. 2012. Hybrid Filter for High Density Impulse Noise Removal. pp. 53-54. The 7th International Student Conference on Advanced Science and Technology. Seoul, South Korea, Oct 2012.
Utaminingrum, F., Uchimura, K., Koutaki, G. 2012. High Density Impulse Noise Removal by Fuzzy Mean Linear Aliasing Window Kernel.
In: Lam,K.K.N, Huang,J (eds) , Sensor Networks and Multi-channel SP, pp. 701-716. International Conference on Signal Processing, Communication and Computing. Hongkong, Aug 2012. IEEE Hong Kong Section
Utaminingrum, F., Uchimura, K., Koutaki, G. 2012. Optimizing Aliasing Filters for Image Smoothing. pp. 75-81. International conference of the Eighteenth Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV). Tokyo, Japan, Feb 2012.

Jurnal Nasional

Burhan, M.S., Utaminingrum, F. 2017. Newton’s Method for Distance Optimization in Firefly Algorithm in Determining Optimum Nutrition for Laying Hens . Journal of Informatics, Control Systems, and Computers, 1 vol. 11, pp. 09-14
Adikara, P. P., Wihandika, R. C. , Utaminingrum, F., Sari, Y. A., Fauzi, M. A., Syauqy, D., Maulana, R. 2016. Regresi linier berbasis clustering untuk deteksi dan estimasi halangan pada smart wheelchair. Jurnal Ilmiah Teknologi Sistem Informasi, 2017 vol. 3, pp. 11- 16
Utaminingrum, F, Hasan, I, Trisnawati, E, Noviyanti, R, Rivaldi, A 2016. Aplikasi Mobile Scotect: Aplikasi Deteksi Warna Tanah Dengan Teknologi Citra Digital Pada Android. Jurnal Teknologi Informasi dan Ilmu Komputer, vol. 3, pp. 19-26
Utaminingrum, F. 2007. Penggunaan Multistage Adaptive Wiener Filter untuk Meningkatkan Kualitas Citra Digital. Jurnal ACADEMIA ISTA,

Prosiding Nasional

Utaminingrum, F. 2006. Minimalisasi Derau pada Data Citra Digital dengan metode Minimum Mean Square Error. EECCiS. Universitas Brawijaya Malang, May 2006.
Utaminingrum, F. 2005. Aplikasi Mikrokontroller AT89C2051 pada Pengukuran Slip Digital untuk Motor Induksi. Seminar Nasional Otomasi Gardu Induk. Semarang, May 2005. Universitas Diponegoro

Eye Movement as Navigator for Disabled Person Researchers: Utaminingrum, F., Fauzi, M. A., Adinugroho, S. , Prasetya, R. P.

Deteksi Halangan berbasis Active Imaging untuk pergerakan kursi roda secara otomatis

Researchers: Utaminingrum, F.

Analysis Kernel for the Mixed Gaussian and Impulse Noise Removal

Researchers: Utaminingrum, F.

Pemanfaatan Filter IIR 2-D Untuk Memperbaiki Kualitas Citra Digital yang Terdegradasi oleh Derau

Researchers: Utaminingrum, F.
2015. Kegiatan Pembuatan Sistem Antrian Sebagai Upaya Peningkatan Pelayanan Masyarakat di Puskesmas kabupaten Malang.
Utaminingrum, F.
2010. Pengenalan dan Pelatihan Sistem Operasi Linux Bagi Guru-Guru Sekolah Menengah Tingkat Atas Wilayah Malang.
Nurwarsito, N., Soebroto,A.,A., Arwan, A., Utaminingrum, F., Indriati, Jonemaro, E.A., M. Arief Hidayat, Nugroho, A., Brata, A.H.
Jan 2014 - current. Institute for Systems and Technologies of Information, Control and Communication (INSTICC). Anggota
Nov 2016. International Conference on Informatics, Robotics, Networks, Control and Systems (IRONCONS 2016). Best Paper Garuda IRONCONS Award. Technology, Informatics, Management and Engineering Research Support (TIMERS). Bandung, Indonesia
Analysis Kernel for the Mixed Gaussian and Impulse Noise Removal. Budget Expense for Research Funding Program. Graduate School of Science and Technology (GSST), Kumamoto University. Japan
The 1st IEEE/IIAE International Conference on Intelligent System and Image Processing 2013. Topic: An Adaptive Sliding Window based on Fuzzy Filter for Removing Wide-Range Impulse Noise Densities on I. Best Presentation Award. ICISIP2013

Presentation/Talk

Aug 2014, International Conference on Signal Processing and Multimedia Applications (SIGMAP). INSTICC, Vienna, Austria. Topic : Three-stage Unstructured Filter for Removing Mixed Gaussian plus Random Impulse Noise.
Feb 2014, The Institute of Electronics Information and Communication Engineers 2014. Hokkaido, Japan
Feb 2014, International conference of the 20th Korea-Japan Joint Workshop on Frontiers of Computer Vision,. Topic : Okinawa National College of Technology. Modifying K-SVD for Optimization of the Mixed Gaussian and Impulse Noise Removal.
Jan 2014, International Workshop on Advanced Image Technology (IWAIT). Sukosol Hotel
Dec 2013, The 8th International Student Conference on Advanced Science and Technology (ICAST). Kumamoto, Japan. Topic : Exploiting Target Pixel for a Fast and Efficient Impulse Noise Removal in the Image Sequence.
Sep 2013, International Conference on Intelligent System and Image Processing (ICISIP). Kyushu Institute of Technology Kitakyushu, Japan. Topic : An adaptive Sliding Window based on Fuzzy Filter for removing Wide-range Impulse Noise Densities on the Image Sequence.
Jun 2013, International Conference on Quality Control by Artificial Vision (QCAV). Kyushu University, Fukuoka, Japan. Topic : Rank Order Linear Filter for Removing Impulse Noise in Many Variation Densities.
May 2013, 11th International Conference on Quality Control by Artificial Vision. Nishijin Plaza
Jan 2013, International Conference of the nineteenth Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV). Inha University, Incheon, Korea. Topic : High Density Impulse Noise Removal based on Linear Mean-Median Filter.
Jan 2013, International Workshop on Advanced Image Technology
Oct 2012, International Student Conference on Advanced Science and Technology (ICAST). Seoul-South, Korea. Topic : Hybrid Filter for High Density Impulse Noise Removal.
Aug 2012, International Conference on Signal Processing, Communication and Computing. The Hong Kong Polytechnic University
Feb 2012, International conference of the Eighteenth Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV)
May 2006, National Conference Electrical Power, Electronics, Communication, Control, Informatics (EECCIS). Universitas Brawijaya . Topic : Reduction Noise on the Digital Image Data uses Minimum Mean Square Error.
May 2005, Seminar Nasional Otomasi Gardu Induk, bekerjasama dengan PT.PLN (PERSERO) UDIKLAT Semarang . Universitas Diponegoro
May 2005, Seminar Regional “Teknologi Komputer dalam Sains dan Pendidikan”. Hotel Metropole, Jl. Panglima Sudirman No.93

External Reviewer

International Journal IET Image Processing

Participants

Jun 2014, Open Dialog Pakar Ekonomi dan Kedokteran dengan dosen PTIIK UB. Ruang A1.4
Dec 2010, Workshop Implementasi Proses BElajar Mengajar Berbasis Blended Learning . Universitas Brawijaya
Utaminingrum, F., Uchimura, K., Koutaki, G. 2014. High Density Impulse Noise Removal on the Image Sequence uses Dual Recursive Hybrid Filters.