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Dosen · Informatika

Martin C.T. Manullang, S.T., M.T.

Bidang penelitian

  • Computer Vision
  • Deep Learning
  • Multimedia
  • Biomedical and Healthcare

Publikasi

2026

  1. From Speech to Summary: A Pipeline-Based Evaluation of Whisper and Transformer Models for Indonesian Dialogue SummarizationJournal of Applied Informatics and Computing 10 (1), 522-534

2025

  1. A Transformer-Based Network for Estimating Blood Pressure Using Facial Videos (membuka tab baru)IEEE Sensors Journal
  2. COMPUTER VISION: Panduan Pemula Untuk Penelitian dan Aplikasi PraktisITERA Press
  3. Comparative analysis of CNN, Transformers, and Traditional ML for classifying online gambling spam comments in IndonesianJournal of Applied Informatics and Computing 9 (3), 592-602
  4. Integrating Gradient Boosting and Parametric Architecture for Optimizing Energy Use Intensity in Net-Zero Energy Buildings (membuka tab baru)Civil Engineering Journal Iran
  5. The impact of coloured noise on brainwave activity: Implications for indoor environment design (membuka tab baru)Indoor and Built Environment

2024

  1. Pixel Intensity Tracking for Remote Respiratory Monitoring: A Study on Indonesian SubjectarXiv preprint arXiv:2412.09938
  2. Smart camera for visitor recording based on face recognition in automatic gates (case study: New normal protocols in Institut Teknologi Sumatera) (membuka tab baru)Aip Conference Proceedings

2023

  1. A low-cost notion to monitor and diagnose obstructive sleep apnea (ideas for an affordable sleep test in Indonesia) (membuka tab baru)Aip Conference Proceedings
  2. Adapting remote photoplethysmography for Indonesian subjects: an examination of diverse rPPG techniques (membuka tab baru)JITEL (Jurnal Ilmiah Telekomunikasi, Elektronika, dan Listrik Tenaga) Vol. 3 No. 3

2022

  1. Automatic Gate for Body Temperature Check and Masks Wearing Compliance Using an Embedded System and Deep Learning (membuka tab baru)Khazanah Informatika Vol. 8 No. 1

2021

  1. Implementasi Penghitung Laju Respirasi pada Sistem Polisomnografi menggunakan Mikrofon dan Arduino Nano (membuka tab baru)Jurnal Teknologi Terpadu Vol. 7 No. 1
  2. Implementation of thermal camera for non-contact physiological measurement: A systematic review (membuka tab baru)Sensors
  3. QoS Analysis on Campus Building Network Infrastructure with WDS Technique using PCQ Method (membuka tab baru)Journal of Physics Conference Series

2020

  1. Design Methods of Detecting Atrial Fibrillation Using the Recurrent Neural Network Algorithm on the Arduino AD8232 ECG Module (membuka tab baru)Iop Conference Series Earth and Environmental Science
  2. Design and Architecture of a Public Satisfaction Detection Camera Based on Facial Emotional Analysis (membuka tab baru)Iop Conference Series Earth and Environmental Science
  3. Purwarupa Penyiraman Otomatis dengan Arsitektur Mqtt dan Logika Fuzzy Sugeno untuk Meningkatkan Keefektifan Manajemen Penyiraman Tanaman (Studi Kasus : ITERA) (membuka tab baru)Jurnal Teknologi Informasi Universitas Lambung Mangkurat (JTIULM) Vol. 5 No. 2

2019

  1. Implementation of AD8232 ECG Signal Classification Using Peak Detection Method For Determining RST Point (membuka tab baru)Indonesian Journal of Artificial Intelligence and Data Mining Vol 2, No 2

2015

  1. Pengembangan Pedal Efek Gitar Elektrik Menggunakan Arduino (membuka tab baru)Jurnal Teknologi dan Sistem Komputer Volume 3, Nomor 1, Tahun 2015 (Januari 2015)20-25

Hibah penelitian

  1. Pengembangan Sistem Deteksi Dini Parasit Plasmodium Berbasis Kecerdasan Buatan Terintegrasi dengan Mikroskop Konvensional di Wilayah Endemik Malaria Kabupaten PesawaranPendanaan Penelitian ITERA TA 2025 (Penelitian Berbasis Kepakaran) · Anggota2025
  2. Peringkasan Audio Otomatis Berbasis Pendekatan Hibrida (Direct Audio Summarization dan Summarization Via Text)Penelitian Kompetitif Nasional (PDP/Dosen Pemula) · Anggota2025
  3. Rancangan Sistem Pertanian Berkelanjutan : “More Crops Per Drop” dengan Implementasi Teknologi Komunikasi dan Informasi pada Sistem Tanam Padi Salibu"Hibah Penelitian ITERA 2021 (Gbu 45) · Anggota2021
  4. Sistem Pengawasan Obstructive Sleep Apnea Berbasis Internet of Things Dengan AD8232 dan Sinyal SuaraPenelitian Kompetitif Nasional (PDP/Dosen Pemula) · Anggota2020
  5. Customer Satisfaction AI Camera (Cusamera) untuk Pengukuran Kepuasan Pelayanan Publik Berbasis IOT dan Kecerdasan BuatanHibah Penelitian ITERA 2019 (Dasar) · Anggota2019

Pengabdian kepada masyarakat

  1. Digitalisasi Administrasi dan Layanan Akademik Smpn 1 Kalianda melalui Penerapan Platform Manajemen Sekolah Berbasis Teknologi InformasiPendanaan Pengabdian Kepada Masyarakat ITERA (PPKK) · Anggota2026

Hak kekayaan intelektual

  1. Cusamera : Sistem Pendeteksi Kepuasan Pelanggan Berbasis Analisis WajahHak Cipta · No. EC002020071982020
  2. Purwarupa Dispenser Obat Otomatis Menggunakan Internet Of Things (IoT) Untuk Mengingatkan Pengambilan ObatHak Cipta · No. EC002020525282020

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