ABOUT
I'm a lecturer and researcher at Departement of Computer Engineering Institut Teknologi Sepuluh Nopember (ITS) Surabaya. I received a B.Eng. and M.Eng. degree from Electrical Engineering Departement of ITS Surabaya in 2008 and 2010, respectively. In 2018, I received a Ph.D degree from Kumamoto University, Japan. I'm mainly interested in computer vision, machine learning, and computational vision. More detail topic of my research including object and scene recognition, human action recognition, and scene understanding.
PROFESIONAL ACTIVITIES
- Reviewer: IEEE Transaction on Neural Network and Learning System, Signal Processing: Image Communication, Journal of the Society for Information Display, Journal of King Saud University - Computer and Information Sciences
- Society Member: IEEE Indonesia Section, IEEE SMC Society, IAENG
- Chairing: CENIM 2019 (TPC Chair), CENIM 2022 (General Chair)
- Others: NVIDIA DLI Ambassador
- Teaching Activities
- Computer Vision - offers on Even semester
- Machine Learning - offers on Odd semester
PUBLICATIONS
2022
Skincare Recommender System Using Neural Collaborative Filtering with Implicit Rating
2022 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM)
Mobile Device Facial Beauty Prediction using Convolutional Neural Network as Makeup Reference
2022 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM)
Lane Departure Warning based on Road Marking Detection using Mask Region-based Convolutional Neural Networks
2022 International Conference on Electrical Engineering, Computer and Information Technology (ICEECIT)
Revisiting Dropout Regularization for Cross-Modality Person Re-Identification
IEEE Access, 2022
Crowd and Group Detection in Shopping Centre Using Mask R-CNN
2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)
2021
Arrhythmia Classification Using EFFICIENTNET-V2 with 2-D Scalogram Image Representation
2021 TRON Symposium (TRONSHOW)
Bilinear MobileNets for Multi-class Brain Disease Classification Based on Magnetic Resonance Images
2021 IEEE Region 10 Symposium (TENSYMP)
2020
Landmark Segmentation and Selective Feature Extraction in Street-View Image
2020 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM)
Image-based Kinship Verification Using Dual VGG-Face Classifier
2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS)
Family-Aware Convolutional Neural Network for Image-based Kinship Verification
International Journal of Intelligent Engineering and Systems
Lightweight Residual Network for Person Re-identification
International Conference on Information Technology and Digital Applications (ICITDA), 2020
2019
Image-Based Kinship Verification using Fusion Convolutional Neural Network
IEEE 11th International Workshop on Computational Intelligence and Applications (IWCIA),
2019, Hiroshima, Japan.
Pelican Crossing Adaptive Time Arrangement using Convolutional Neural Network
2nd International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM),
2019, Surabaya, Indonesia.
Improving Lighweight Convolutional Neural Network for Facial Expressiono Recognition via Transfer Learning
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
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
Jurnal Teknologi dan Sistem Komputer (JTSISKOM), Vol. 6, Issue 4, pp. 152-157.
Single Image Vehicle Classification using Pseudo Long-Short Term Memory Classifier
Journal of Visual Communication and Image Representation (JVCI), Vol. 56, pp. 265-274.
Lightweight Spatial Pyramid Convolutional Neural Network for Traffic Sign Classification
1st Indonesia Association of Pattern Recognition (INAPR) International Conference,
2018, Jakarta, Indonesia.
(Best Paper Award)
Hierarchical Spatial Pyramid Pooling for Fine-Grained Vehicle Classification
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
International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC), Surabaya, Indonesia, 2017.
Road Sign Classification System using Cascade Convolutional Neural Network
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
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
International Student conference on Advanced Science and Technology (ICAST), 2016, Kumamoto, Japan
Video Classification using Compacted Dataset based on Selected Keyframe
IEEE TENCON 2016, Singapore
Japan Road Sign Classification using Cascade Convolutional Neural Network
23rd World Congress on Intelligent Transport System (ITS) 2016, Melbourne, Australia
Combined Convolutional Neural Network for Event Recognition
The Korea-Japan joint workshop on Frontiers of Computer Vision (FCV) 2016, Takayama, Japan
2015
Vehicle Color Recognition using Convolutional Neural Network
arXiv [cs.CV], arXiv:1510.07391, 2015