Smart Computation and Vision Laboratory

Smart Computation and Vision Laboratory

Dr.Eng. Nanik Suciati, S.Kom,M.Kom

Head of Laboratory
Email: nanik@if.its.ac.id
initial, NS

Welcome to the Smart Computing and Vision Laboratory.

We focus on research in analyzing image data for various applications, such as biomedical and industry. Our research is to model real-life cases and applied the solution to meet the needs.

Our areas of expertise are:

Artificial intelligence
Computational Intelligence
Data Mining
Digital Image Processing
Biomedical Computing
Robotics
Information Retrieval System
Computer Vision
Social Network Analysis
Deep Learning

Facility

Research

  1. Pengenalan Wajah pada Data Video untuk Pengawasan Ruangan,Lab-based Education,Lokal,Dr. Eng. Nanik Suciati, S.Kom, M.Kom,Dr. Eng. Chastine Fatichah, S.Kom, M.Kom,Wijayanti Nurul Khotimah, S.Kom., M.Sc.,Luqman Ahmad,Andreas Galang Anugerah
  2. KLASTERISASI TREN TOPIK PENELITIAN UNTUK REKOMENDASI PENGADAAN BAHAN PUSTAKA DI PERPUSTAKAAN ITS,Penelitian Kajian Kebijakan,Nasional,Dini Adni Navastara S.Kom., M.Sc.
  3. SISTEM CERDAS UNTUK TEMU KEMBALI INFORMASI PADA DOKUMEN BERBAHASA ARAB,Penelitian Pendidikan Magister menuju Doktor untuk Sarjana Unggul,Nasional,Dr. Agus Zainal Arifin, S.Kom.,M.Kom.,Dr. Eng. Chastine Fatichah, S.Kom, M.Kom.
  4. Sistem Deteksi Dini Osteoporosis Menggunakan Fitur Kondilus pada Citra Panorama Gigi,Penelitian Pendidikan Magister menuju Doktor untuk Sarjana Unggul,Nasional,Dr. Agus Zainal Arifin, S.Kom.,M.Kom.,Dr. Eng. Nanik Suciati, S.Kom, M.Kom,,Raras
  5. Deteksi Kejadian di Perkotaan melalui Crowdsourcing Berbasis Informasi Spasial dan Temporal menggunakan Metode Deep Learning,Penelitian Terapan Unggulan Perguruan Tinggi,Nasional,Dr. Eng. Chastine Fatichah, S.Kom, M.Kom,Dr. Eng. Nanik Suciati, S.Kom, M.Kom,Abdul Munif, S.Kom.,M.Sc.
  6. Educational Data Mining Berbasis Klasifikasi Untuk Menganalisis Mahasiswa Berpotensi Berhenti Kuliah Pada Kasus Imbalanced Class Distribution,Penelitian Kerjasama Perguruan Tinggi,Nasional,Siti Mutrofin,Dr. Eng. Chastine Fatichah, S.Kom, M.Kom.
  7. Deteksi Awal Jenis Pohon Mangga Dengan Aplikasi Perangkat Mobile Android Berdasarkan Warna dan Tekstur Daun,Penelitian Kerjasama Perguruan Tinggi,Nasional,Eko Prasetyo,Dr. Eng. Nanik Suciati, S.Kom, M.Kom,Dr. Eng. Chastine Fatichah, S.Kom, M.Kom.
  8. Pembuatan Sistem Penerjemah Bahasa Isyarat Bahasa Indonesia untuk Alat Bantu Komunikasi bagi Tuna Rungu Menggunakan Deep Learning.,Penelitian Pemula,Lokal,Wijayanti Nurul Khotimah S.Kom., M.Sc.,Dr. Eng. Nanik Suciati, S.Kom, M.Kom.
  9. Kombinasi Fitur Histogram of Oriented Gradients dan Local Binary Patterns untuk Klasifikasi Jenis Kendaraan,Penelitian Departemen,Lokal,Dini Adni Navastara, S.Kom., M.Sc.
  1. Pengembangan Perangkat Lunak Sistem Pengenal Keadaan Mental Manusia Berdasarkan Gelombang Aktifitas Otak EEG, Handayani Tjandrasa, PTUPT
  2. Pengembangan Sistem Pengukuran Otomatis Kualitas Tulang Berdasarkan Tulang Trabekula pada Leher Kondilus, Agus Zainal Arifin, PTUPT
  3. Deteksi Awal Jenis Pohon Mangga Dengan Aplikasi Perangkat Mobil eAndroid Berdasarkan Warna dan Tekstur Daun, Eko Prasetyo (Universitas Bhayangkara), Nanik Suciati, Chastine Fatichah, Pekerti
  4. Deep Learning Untuk Temu Kembali Data Citra Berjumlah Besar, Nanik Suciati, LBE
  5. Kombinasi Informasi Spasial dan Fitur Garis pada Adaptive Classifier Untuk Segmentasi Tulang Trabkula Pada Dental Panaromic Radiograph, Dini Adni Navastara

Publications

Jurnal Terindeks

  1. Evidence accumulation clustering with possibilitic fuzzy C-means base clustering approach to disease diagnosis | [Grupiranje zasnovano na skupljanju dokaza s vjerojatnosno-neizrazitim C-means pristupom za dijagnozu bolesti], Iliyasu, A.M., Fatichah, C., Abuhasel, K.A., Automatika
  2. Vehicle detection on images from satellite using oriented fast and rotated brief, Buliali, J.L., Fatichah, C., Herumurti, D., (…), Widyastuti, H., Wallace, M., Journal of Engineering and Applied Sciences
  3. Average and maximum weights in weighted rotation- and scale-invariant LBP for classification of mango leaves, Prasetyo, E., Adityo, R.D., Suciati, N., Fatichah, C., Journal of Theoretical and Applied Information Technology
  4. Combining decision tree and back propagation genetic algorithm neural network for recognizing word gestures in Indonesian Sign Language using Kinect, Khotimah, W.N., Susanto, Y.A., Suciati, N., Journal of Theoretical and Applied Information Technology
  5. Indonesian news classification using naïve bayes and two-phase feature selection model, Ali Fauzi, M., Arifin, A.Z., Gosaria, S.C., Prabowo, I.S., Indonesian Journal of Electrical Engineering and Computer Science
  6. Arabic book retrieval using class and book index based term weighting, Fauzi, M.A., Arifin, A.Z., Yuniarti, A., International Journal of Electrical and Computer Engineering
  7. Fuzzy region merging using fuzzy similarity measurement on image segmentation, Gunawan, W., Arifin, A.Z., Indraswari, R., Navastara, D.A., International Journal of Electrical and Computer Engineering

Seminar Terindeks

  1. Co-occurrence technique and dictionary based method for Indonesian thesaurus construction, Sholikah, R.W., Arifin, A.Z., Purwitasari, D., Fatichah, C., 2017 5th International Conference on Information and Communication Technology, ICoIC7 2017
  2. Mango leaf image segmentation on HSV and YCbCr color spaces using Otsu thresholding, Prasetyo, E., Adityo, R.D., Suciati, N., Fatichah, C., Proceeding – 2017 3rd International Conference on Science and Technology-Computer, ICST 2017
  3. Feature extraction using gray-level co-occurrence matrix of wavelet coefficients and texture matching for batik motif recognition, Suciati, N., Herumurti, D., Wijaya, A.Y., Proceedings of SPIE – The International Society for Optical Engineering
  4. Determining the number of clusters for nuclei segmentation in breast cancer image, Fatichah, C., Navastara, D.A., Suciati, N., Nuraini, L., Proceedings of SPIE – The International Society for Optical Engineering

Jurnal Terindeks

  1. A bi-stage technique for segmenting cervical smear images using possibilistic fuzzy c-means and mathematical morphology, Abuhasel, K.A., Fatichah, C., Iliyasu, A.M., Journal of Medical Imaging and Health Informatics
  2. A hybrid fuzzy morphology and connected components labeling methods for vehicle detection and counting system, Fatichah, C., Buliali, J.L., Saikhu, A., Tena, S., International Journal on Smart Sensing and Intelligent Systems
  3. Lossless image compression method using reversible low contrast mapping (RLCM), Mesra, H., Tjandrasa, H., Fatichah, C., Journal of Theoretical and Applied Information Technology
  4. Region based image retrieval using ratio of proportional overlapping object, Arifin, A.Z., Sholikah, R.W., Dimas Fanny, H.P., Navastara, D.A., Telkomnika (Telecommunication Computing Electronics and Control)
  5. Improving multi-document summary method based on sentence distribution, Wahib, A., Arifin, A.Z., Purwitasari, D., Telkomnika (Telecommunication Computing Electronics and Control)

Seminar Terindeks

  1. Feature extraction using statistical moments of wavelet transform for iris recognition, Proceedings of 2016 International Conference on Information and Communication Technology and Systems, Nanik Suciati, Afdhal Basith Anugrah, Chastine Fatichah, Handayani Tjandrasa, Agus Zainal Arifin, Diana Purwitasari, Dini Adni Navastara, ICTS 2016
  2. A trichotomie technique to separate overlapped nuclei in microscopic cancer images, Fatichah, C., Iliyasu, A.M., Salama, A.S., Proceedings of 2016 SAI Computing Conference, SAI 2016
  3. Application development for recognizing type of infant’s cry sound, Limantoro, W.S., Fatichah, C., Yuhana, U.L., Proceedings of 2016 International Conference on Information and Communication Technology and Systems, ICTS 2016
  4. CBE: Corpus-based of emotion for emotion detection in text document, Rachman, F.H., Sarno, R., Fatichah, C., Proceedings – 2016 3rd International Conference on Information Technology, Computer, and Electrical Engineering, ICITACEE 2016
  5. Predictive modeling of the first year evaluation based on demographics data: Case study students of Telkom University, Indonesia, Fahrudin, T., Buliali, J.L., Fatichah, C., Proceedings of 2016 International Conference on Data and Software Engineering, ICoDSE 2016
  6. Enhancing tomato clustering evaluation using color correction with improved linear regression in preprocessing phase, Sari, Y.A., Adinugroho, S., Ginardi, R.V.H., Suciati, N., 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016

Community Services

  1. Pembuatan Aplikasi Konversi Data Foto ke Pahatan 3D untuk Pengenalan Obyek bagi Penyandang Tuna Netra,Abdimas berbasis penelitian,Dr. Eng. Nanik Suciati, S.Kom, M.Kom,Prof.Ir.Handayani Tjandrasa, M.Sc, Ph.D.,Dr. Agus Zainal Arifin, S.Kom, M.Kom,Dr. Eng. Chastine Fatichah, S.Kom, M.Kom,Dini Adni Navastara, S.Kom., M.Sc.,Nuzul,Randy,Sumber Dana Lokal ITS
  2. Pengembangan Kapasitas Pengelola Pendidikan Diniyah dalam Penyusunan Materi Pembelajaran Berbasis Multimedia,Abdimas Departmen,Dr. Agus Zainal Arifin, S.Kom, M.Kom,Dini Adni Navastara, S.Kom., M.Sc.,Chasni,,Sumber Dana Mandiri

Member of Smart Computation and Vision Laboratory