Reza Fuad Rachmadi

Name : Reza Fuad Rachmadi, S.T., M.T., Ph.D
State Employee Number : 19850403201212 1 000
Email : fuad@its.ac.id

Education Background

  • Bachelor – Electrical Engineering (Institut Teknologi Sepuluh Nopember)
  • Magister – Smart Network Multimedia-Electrical Engineering (Institut Teknologi Sepuluh Nopember)
  • Doctor – Electrical Engineering and Computer Science (Kumamoto University)

Final Project

  • Analisis Performa Sistem Pendeteksi Wajah Berbasis Convolutional Neural Network (CNN)
  • Klasifikasi Tindak Kejahatan Dalam Video Dengan Menggunakan 3D Convolutional Neural Network (3D CNN)
  • Sistem Prediksi Jumlah dan Kepadatan Orang pada Citra Kerumunan Tunggal Menggunakan Metode Convolutionional Neural Network (CNN)
  • Sistem Pendeteksi Asap Berdasarkan Citra Satelit Menggunakan Convolutional Neural Network
  • Sistem Keamanan Sharing Data PACS Menggunakan Metode Penyimpanan Blockchain
  • Klasifikasi Pose Yoga Menggunakan Convolutional Neural Network
  • Klasifikasi Jenis Burung Berdasarkan Suara Burung Berbasis Deep Learning
  • Penerapan Deep Learning dalam Pembuatan Chatbot Service Desk ITS
  • Estimasi Kalori pada Citra Makanan berbasis Deep Learning
  • Penggunaan CNN untuk Klasifikasi Pemakaian Masker Yang Benar Menggunakan Data Sintesis Via Transfer Learning
  • Penerapan Metode GAN untuk Pembangkitan Wajah Anak Berdasarkan Foto Orang Tua
  • Penerapan CNN-GAN pada Aplikasi Pemilihan Kosmetik Sesuai Warna Kulit Wajah Pengguna
  • Sistem Keamanan Data Rekapitulasi Suara Pemilu dengan Menggunakan Metode Penyimpanan Blockchain Secara Bertingkat

Research Experiences

No.YearResearch SubjectFunding Source
1.2021-2022Re-identifikasi Orang pada Video Surveillance
Menggunakan Teknologi Deep Learning Untuk
Pengembangan Smart-Surveillance Security System
Kemdikbud
2.2020-2021Re-identifikasi Orang pada Video Surveillance
Menggunakan Teknologi Deep Learning Untuk
Pengembangan Smart-Surveillance Security System
Kemdikbud
3.2019-2020Re-identifikasi Orang pada Video Surveillance
Menggunakan Teknologi Deep Learning Untuk
Pengembangan Smart-Surveillance Security System
Kemdikbud

Scientific Article Writing Experiences in Journals

No.Scientific Article SubjectYearJournal Name
1.A Systematic Evaluation of Shallow Convolutional
Neural Network on CIFAR Dataset
2019
IAENG International
Journal of Computer
Science
2.Single image vehicle classfication using pseudo long
short-term memory classifier
2018
Journal of Visual
Communication and
Image Representation
3.Single image vehicle classfication using pseudo long
short-term memory classifier
2018
Journal of Visual
Communication and
Image Representation
4.Road Sign Classification System using Cascade
Convolutional Neural Network
2017International Journal of
Innovative Computing,
Information, and Control
(IJICIC)
5.Paralel Spatial Pyramid Convolutional Neural
Network untuk verifikasi Kekerabatan berbasis Citra
Wajah
Jurnal Teknologi dan
Sistem Komputer

Seminar Experiences

No.Summit NameScientific Article SubjectTime and Place
1.2019
Internation
al
Conference
on
Computer
Engineering
, Network,
and
Intellegent
Multimedia
(CENIM)
Disease Classification based on Demoscropic Skin
Images Using Convolutional Neural Network in
Teledermatology System
2019
2.2019
Internation
al
Conference
on
Computer
Engineering
, Network,
and
Intellegent
Multimedia
(CENIM)
Pelican Crossing Adaptive Time Arrangement using
Convolutional Neural Network
2019
3.2019
Internation
al
Conference
on
Computer
Engineering
, Network,
and
Intellegent
Multimedia
(CENIM)
Improving Lightweight Concolutionsl Neural Network
for Facial Expression Recognition via Transfer
Learning
2019
4.2019 IEEE
11th
Internation
al
Workshop
on
Computatio
nal
Intellegence
and
Applications
(IWCIA)
Image-based Kinship Verification using Fusion
Convolutional Neural Network
2019
5.Internation
al
Workshop
on Big Data
and
Information
Security
(IWBIS)
Hierarchical Spatial Pyramid Pooling for Fine-Grained
Vehicle Classification
2018
6.Internation
al
Electronics
Symposium
on
Knowledge
Creation
and
Intelligent
Computing
(IES-KCIC)
Road Edge Detection on 3D Point Cloud Data using
Encoder-Decoder Convolutional Network
2017
7.IEEE
TENCON
Video Classification using Compacted Dataset based
on Selected Keyframe
2016