Short Story

I was born in Ngawi, Indonesia and pursued education in various places while also learning a lot in "Nahdlatul Ulama-based pesantren." I moved to Taipei several years ago and recently joined Delta Electronics.

Professional Service

Invited Journal Reviewers on
IEEE TMM, IEEE TCSVT, IEEE SPL,
and Neurocomputing

Interests

  • - CNN for action behaviour
  • - CNN for anomaly detection
  • - ADAS system

Dance with Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in Videos

IEEE International Conference on Computer Vision (Poster)
Didik Purwanto, Yie-Tarng Chen, and Wen-Hsien Fang

2021
Three-stream Network with Bidirectional Self-attention for Action Recognition in Extreme Low Resolution Videos

IEEE Signal Processing Letter vol 26, no. 8 (2019): 1187-1191
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 vol 21, no. 12 (2019): 3122-3135
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 (Poster)
Didik Purwanto, Rizard Renanda Adhi Pramono, Yie-Tarng Chen, and Wen-Hsien Fang

2019
Video Summarization: How to Use Deep-Learned Features Without a Large-Scale Dataset

IEEE International Conference on Awareness Science and Technology (Oral)
Didik Purwanto, Yie-Tarng Chen, Wen-Hsien Fang, and Wen-Chi Wu

2018
Learning Visual Object and Word Association

IEEE Int. Conf. on Signal and Image Processing Applications (Oral)
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 (Oral)
Didik Purwanto, Yie-Tarng Chen, and Wen-Hsien Fang

2017