Education

Thanks To

KH Khoirul Anam Mu'min | Pondok Pesantren Al Hidayah, Sondriyan, Majasem, Kendal, Ngawi
Gus Muhammad Mabrur | Krajan, Majasem, Kendal, Ngawi
Gus Badri dan Gus Ali | Pondok Pesantren Muhyidin, Gebang Kidul, Surabaya
Prof. Agus Zainal Arifin | ITS Surabaya
Prof. Yie Tarng Chen dan Prof. Wen Hsien Fang | NTUST Taiwan
Program Beasiswa Santri Berprestasi (PBSB) | Kementerian Agama RI
NTUST Scholarship and MOE Scholarship | Taiwan

Publications

Google Scholar       Researchgate

Journals

Three-stream Network with Bidirectional Self-attention for Action Recognition in Extreme Low Resolution Videos
 IEEE Signal Processing Letter 2019
Didik Purwanto, Rizard Renanda Adhi Pramono, Yie-Tarng Chen, and Wen-Hsien Fang

First-Person Action Recognition With Temporal Pooling and Hilbert-Huang Transform
 IEEE Transaction on Multimedia 2019
Didik Purwanto, Yie-Tarng Chen, and Wen-Hsien Fang

Proceedings

Dance with Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in Videos
 IEEE International Conference on Computer Vision - Montreal, Canada/Virtual, 2021
Didik Purwanto, Yie-Tarng Chen, and Wen-Hsien Fang

Extreme Low Resolution Action Recognition with Spatial-Temporal Multi-Head Self-Attention and Knowledge Distillation
 IEEE International Conference on Computer Vision Workshop - Seoul, South Korea 2019
Didik Purwanto, Rizard Renanda Adhi Pramono, Yie-Tarng Chen, and Wen-Hsien Fang

Video Summarization: How to Use Deep-Learned Features Without a Large-Scale Dataset
 IEEE International Conference on Awareness Science and Technology - Fukuoka, Japan 2018
Didik Purwanto, Yie-Tarng Chen, Wen-Hsien Fang, and Wen-Chi Wu

Learning Visual Object and Word Association
 IEEE Int. Conf. on Signal and Image Processing Applications - Sarawak, Malaysia 2017
Yie-Tarng Chen, Ting-Zhi Wang, Wen-Hsien Fang, and Didik Purwanto

Temporal Aggregation for First-Person Action Recognition using Hilbert-Huang Transform
 IEEE International Conference on Multimedia and Expo - Hong Kong, 2017
Didik Purwanto, Yie-Tarng Chen, and Wen-Hsien Fang

Thesis

Video Context Understanding by Temporal Dependency Modelling
 National Taiwan University of Science and Technology (NTUST) - Taipei, Taiwan 2017
Disertation - Undersupervision of Wen-Hsien Fang and Yie-Tarng Chen

Temporal Aggregation for Action Recognition in First-Person Video
 National Taiwan University of Science and Technology (NTUST) - Taipei, Taiwan 2017
Master Thesis - Undersupervision of Wen-Hsien Fang and Yie-Tarng Chen

Virtual Hajj with Oculus Rift
 Institut Teknologi Sepuluh Nopember (ITS) - Surabaya, Indonesia 2015
Bachelor Thesis - Undersupervision of Imam Kuswardayan and Nanik Suciati