Academic

Jul 21. One paper is accepted by IEEE ICCV [Proceeding]
Aug 19. One paper is accepted by IEEE ICCV Workshop. [Proceeding] [Poster]
May 19. One paper is accepted by IEEE Signal Processing Letter [Article]
May 19. One paper is accepted by IEEE Transaction on Multimedia [Article]

Professional Service

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

Selected Projects

Related projects on action recognition,
anomaly detection,computer vision,
machine learning and deep learning.

2021

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

2019

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

2018

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

2017

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