Sigit Adinugroho, S.Kom., M.Sc., Ph.D.
IIId / Penata Tingkat I / Lektor
Departemen Teknik Informatika
Program Studi Teknik Informatika
sigit.adinu[at]ub.ac.id
Biografi
Sigit Adinugroho, S.Kom., M.Sc., Ph.D., adalah dosen di Departemen Teknik Informatika, Fakultas Ilmu Komputer, Universitas Brawijaya. Beliau menyelesaikan pendidikan Sarjana (S1) Ilmu Komputer di Universitas Brawijaya, kemudian meraih gelar Magister (S2) dalam bidang Informatika dari Uppsala University, Swedia, dan menyelesaikan Doktor (S3) di Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Jepang. Fokus bidang riset beliau mencakup Computer Vision, Machine Learning, dan Data Mining, dengan arah penelitian yang menekankan pengembangan metode cerdas untuk analisis citra dan data.
Bidang Keilmuan
Computer Vision, Machine Learning, Data Mining
Pendidikan
Doktor (S3), Graduate School of Interdisciplinary Science and Engineering in Health Systems
Okayama University, JEPANG
Magister (S2), Informatics
Uppsala University, SWEDIA
Sarjana (S1), Ilmu Komputer
Universitas Brawijaya
Penghargaan
Pelatihan/Sertifikasi
Riwayat Mengajar
- Algoritma dan Struktur Data
- Aljabar Linear
- Desain dan Analisis Algoritma
- Jaringan Saraf Tiruan
- Kalkulus
- Matematika Komputasi
- Metode Numerik
- Pemrosesan Bahasa Alami
- Pengantar Pembelajaran Mesin
- Statistika dan Teori Peluang
- Statistika Inferensi
- Text Mining
Publikasi
Riset
Pengabdian
Jurnal Internasional
Jurnal Ilmiah Internasional Bereputasi
Deep learning-based sperm motility and morphology estimation on stacked color-coded MotionFlow
Sigit Adinugroho, Atsushi Nakazawa
(2024), Informatics in Medicine Unlocked No. 2024 Vol. 45, pp. 101459.
Jurnal Internasional Lainnya
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.
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.
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.
Prosiding Internasional
Dual Stream Deep Neural Network for Joint Sperm Morphology and Motility Estimation
Sigit Adinugroho, Atsushi Nakazawa
2024. 2024 4th European Conference on Communication Systems (ECCS). .
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.
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.
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 .
Jurnal Nasional
Jurnal Ilmiah Nasional Terakreditasi
Improving Direct Image Regression for Blood Cell Enumeration with a Fine-Tuned Backbone
Sigit Adinugroho, Yuita Arum Sari, Fitri Utaminingrum
(2025), Jurnal Teknik Informatika (Jutif) No. 4 Vol. 6, pp. 2638.
SPERM ABNORMALITY CLASSIFICATION USING MULTI-PURPOSE IMAGE EMBEDDING AND CLASSICAL MACHINE LEARNING
Sigit Adinugroho, Yuita Arum Sari, Wijaya Kurniawan, Achmad Arwan
(2024), JIKO (Jurnal Informatika dan Komputer) No. 3 Vol. 7, pp. 196-203.
