List Publikasi

Halaman ini memberikan informasi beberapa publikasi yang kami tulis dan akan di perbaharui secara berkala

2019

• Image-Based Kinship Verification using Fusion Convolutional Neural Network
  Reza Fuad Rachmadi, Supeno Mardi Susiki Nugroho, I Ketut Eddy Purnama, and Yoyon Kusnendar Suprapto
  IEEE 11th International Workshop on Computational Intelligence and Applications (IWCIA), 2019, Hiroshima, Japan.
• Pelican Crossing Adaptive Time Arrangement using Convolutional Neural Network
  Randy Putra Resha, Reza Fuad Rachmadi, Supeno Mardi Susiki Nugroho, and I Ketut Eddy Purnama
  2nd International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM), 2019, Surabaya, Indonesia.
• Improving Lightweight Convolutional Neural Network for Facial Expression Recognition via Transfer Learning
  Anggit Wikanningrum, Reza Fuad Rachmadi, and Kohichi Ogata
  2nd International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM), 2019, Surabaya, Indonesia.
• A Systematic Evaluation of Shallow Convolutional Neural Network on CIFAR Dataset
  Reza Fuad Rachmadi, I Ketut Eddy Purnama, Mauridhi Hery Purnomo, and Mochamad Hariadi
  IAENG International Journal of Computer Science, Vol. 46, No. 2, pp. 365-376.

2018

• Paralel Spatial Pyramid Convolutional Neural Network untuk Verifikasi Kekerabatan berbasis Citra Wajah
  Reza Fuad Rachmadi, dan I Ketut Eddy Purnama
  Jurnal Teknologi dan Sistem Komputer (JTSISKOM), Vol. 6, Issue 4, pp. 152-157.
• Single Image Vehicle Classification using Pseudo Long-Short Term Memory Classifier
  Reza Fuad Rachmadi, Keiichi Uchimura, Gou Koutaki, and Kohichi Ogata
  Journal of Visual Communication and Image Representation (JVCI), Vol. 56, pp. 265-274.
• Lightweight Spatial Pyramid Convolutional Neural Network for Traffic Sign Classification
  Reza Fuad Rachmadi, Gou Koutaki, and Kohichi Ogata
  1st Indonesia Association of Pattern Recognition (INAPR) International Conference, 2018, Jakarta, Indonesia.
  (Best Paper Award)
• Hierarchical Spatial Pyramid Pooling for Fine-Grained Vehicle Classification
  Reza Fuad Rachmadi, Keiichi Uchimura, Gou Koutaki, and Kohichi Ogata
  International Workshop on Big Data and Information Security (IWBIS), 2018, Jakarta, Indonesia.
  (Best Student Paper Award)

2017

• Road Edge Detection on 3D Point Cloud Data using Encoder-Decoder Convolutional Network
  Reza Fuad Rachmadi, Keiichi Uchimura, Gou Koutaki, and Kohichi Ogata
  International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC), Surabaya, Indonesia, 2017.
• Road Sign Classification System using Cascade Convolutional Neural Network
  Reza Fuad Rachmadi, Yoshinori Komokata, Keiichi Uchimura, and Gou Koutaki
  International Journal of Innovative Computing, Information, and Control (IJICIC), Vol. 13, Number 1, pp. 95-109
• Road Sign Classification using Spatial Pyramid Convolutional Neural Network
  Reza Fuad Rachmadi, Keiichi Uchimura, and Gou Koutaki
  5th IIEEJ International Workshop on Image Electronics and Visual Computing, Da Nang, Vietnam, 2017.

2016

• Spatial Pyramid Convolutional Neural Network for Social Event Detection in Static Image
  Reza Fuad Rachmadi, Keiichi Uchimura, and Gou Koutaki
  International Student conference on Advanced Science and Technology (ICAST), 2016, Kumamoto, Japan
• Video Classification using Compacted Dataset based on Selected Keyframe
  Reza Fuad Rachmadi, Keiichi Uchimura, and Gou Koutaki
  IEEE TENCON 2016, Singapore
• Japan Road Sign Classification using Cascade Convolutional Neural Network
  Reza Fuad Rachmadi, Keiichi Uchimura, Gou Koutaki, and Yoshinori Komokata
  23rd World Congress on Intelligent Transport System (ITS) 2016, Melbourne, Australia
• Combined Convolutional Neural Network for Event Recognition
  Reza Fuad Rachmadi, Keiichi Uchimura, and Gou Koutaki
  The Korea-Japan joint workshop on Frontiers of Computer Vision (FCV) 2016, Takayama, Japan

2015

• Vehicle Color Recognition using Convolutional Neural Network
  Reza Fuad Rachmadi, and I Ketut Eddy Purnama
  arXiv [cs.CV], arXiv:1510.07391, 2015