教授課程

智慧型監控系統, 多媒體資訊系統、資料庫設計、 網際網路與應用

期刊論文

• Erick Hendra Putra Alwando, Yie-Tarng Chen, Wen-Hsien Fang, "Spatial-Temporal Action Localization with Hierarchical Self-Attention," in IEEE Transactions on Multimedia, doi: 10.1109/TMM.2021.3056892. (accepted)
• Erick Hendra Putra Alwando, Yie-Tarng Chen, Wen-Hsien Fang: CNN-Based Multiple Path Search for Action Tube Detection in Videos. IEEE Trans. Circuits Syst. Video Technol. 30(1): 104-116 (2020)
• Didik Purwanto, Yie-Tarng Chen, Wen-Hsien Fang: First-Person Action Recognition With Temporal Pooling and Hilbert-Huang Transform. IEEE Trans. Multim. 21(12): 3122-3135 (2019
• Didik Purwanto, Rizard Renanda Adhi Pramono, Yie-Tarng Chen, Wen-Hsien Fang:Three-Stream Network With Bidirectional Self-Attention for Action Recognition in Extreme Low Resolution Videos. IEEE Signal Process. Lett. 26(8): 1187-1191 (2019
• Kai-Wen Cheng, Yie-Tarng Chen, Wen-Hsien Fang: Improved Object Detection With Iterative Localization Refinement in Convolutional Neural Networks. IEEE Trans. Circuits Syst. Video Technol. 28(9): 2261-2275 (2018)
• Kai-Wen Cheng, Yie-Tarng Chen, Wen-Hsien Fang: An efficient subsequence search for video anomaly detection and localization. Multim. Tools Appl. 75(22): 15101-15122 (2016)
• Kai-Wen Cheng, Yie-Tarng Chen, Wen-Hsien Fang: Gaussian Process Regression-Based Video Anomaly Detection and Localization With Hierarchical Feature Representation. IEEE Trans. Image Process. 24(12): 5288-5301 (2015
• Yie-Tarng Chen and Kai-Hui Lee “A Flexible Service Model for Advance Reservation.” Computer Networks (SCI), Vol. 37, pp.251-262, 2001
• Kai-Hui Lee and Yie-Tarng Chen, ”An Effective Flow Aggregation Algorithm for Advance Reservations.” IEICE Transaction on Communication (SCI), Vol. E84-B, No.6 June 2001 pp1532-pp1540
• Yie-Tarng Chen, Yu-Ching Lin, and Wen-Hsien Fang , "A Video-based Human Fall Detection System for the Smart Home" in Journal of the Chinese Institute of Engineers (SCI) July, 2010,.

會議論文

• Rizard Renanda Adhi Pramono, Yie-Tarng Chen, Wen-Hsien Fang: Empowering Relational Network by Self-attention Augmented Conditional Random Fields for Group Activity Recognition. ECCV (oral) (1) 2020: 71-90
• Rizard Renanda Adhi Pramono, Yie-Tarng Chen, Wen-Hsien Fang: Hierarchical Self-Attention Network for Action Localization in Videos. ICCV 2019: 61-70
• Didik Purwanto, Rizard Renanda Adhi Pramono, Yie-Tarng Chen, Wen-Hsien Fang: Extreme Low Resolution Action Recognition with Spatial-Temporal Multi-Head Self-Attention and Knowledge Distillation. ICCV Workshops 2019: 961-96
• Helong Zhou, Yie-Tarng Chen, Jie Zhang, Wen-Hsien Fang: Efficient Weighted Kernel Sharing Convolutional Neural Networks. VCIP 2018: 1-4
• Erick Hendra Putra Alwando, Yie-Tarng Chen, Wen-Hsien Fang: Multiple path search for action tube detection in videos. ICIP 2017: 4232-4236
• Didik Purwanto, Yie-Tarng Chen, Wen-Hsien Fang: Temporal aggregation for first-person action recognition using Hilbert-Huang transform. ICME 2017: 895-900
• Kai-Wen Cheng, Yie-Tarng Chen, Wen-Hsien Fang: Iterative localization refinement in convolutional neural networks for improved object detection. ICIP 2016: 3643-3647
• Kai-Wen Cheng, Yie-Tarng Chen, Wen-Hsien Fang: Video anomaly detection and localization using hierarchical feature representation and Gaussian process regression. CVPR 2015: 2909-291
• Yie-Tarng Chen, Wen-Hsien Fang, Chih-Yuan Lee, Kai-Wen Cheng: Abnormal detection in crowded scenes via kernel based direct density ratio estimation. ChinaSIP 2015: 230-234
• Kai-Wen Cheng, Yie-Tarng Chen, Wen-Hsien Fang: Abnormal crowd behavior detection and localization using maximum sub-sequence search. ARTEMIS@ACM Multimedia 2013: 49-58
• Yie-Tarng Chen, You-Rong Lin, Wen-Hsien Fang: A Novel Shadow-Assistant Human Fall Detection Scheme Using a Cascade of SVM Classifiers. SSPR/SPR 2012: 710-718
• Yie-Tarng Chen, Yu-Ching Lin, Wen-Hsien Fang: A hybrid human fall detection scheme. ICIP 2010: 3485-3488
• Yie-Tarng Chen and Ya-Hsin Yang “A Novel Signature-based Packet Classification” Proceedings of GLOBECOM 2001, San Antonio, November, 2001,support by NSC90-2213-E011-076
• P.L. Chiu, Y.T. Chen and K.H. Lee: “A Request Scheduling Algorithm to Support Flexible Resource Reservations in Advance,” IEEE 17th Annual Canadian Conference on Electrical and Computer Engineering (CCECE 2004), Ontario, Canada, May 2-5, 2
• Kevin Shou and Yie-Tarng Chen “A Resilient Key Pre-distribution Scheme for Distributed Sensor Networks” accepted for IASTED International Conference on Wireless Networks and Emerging Technologies(WNET 2005) Banff, CanadaJuly 19-21, 2005, Canada
• Yie-Tarng Chen and Lu-Bing Hsu “Performance Enhancement and Service Differentiation for Live Video and Audio over IEEE 802.11e Networks” IASTED International Conference on Internet and Multimedia Systems and Applications, Honolulu, Hawaii, U.S.A.Aug 14-16 2006
• Yi-Hsueh Liu and Yie-Tarng Chen “ Distributed Denial-of –Service Attack Detection Using Sequential Hypothesis Testing” the 17th Information Security Conference (ISC 2007) June 7-8 2007Chia-Yi, Taiwan
• Ja-Wei Huang and Yie-Tarng Chen “ Network-wide Traffic Anomaly Diagnosis with Principle Component Analysis” the 17th Information Security Conference (ISC 2007) June 7-8 2007Chia-Yi, Taiwan
• Hoang-Yang Lu, Wen-Hsien Fan and Yie-Tarng Chen “Heterogeneous Information Aided Semi-blind Group MUD for MIMO MC-CDMA Systems” IEEE 66th Vehicular Technology Conference (VTC 2007 fall) 30 September – 3 October 2007, Baltimore, U.S.A
• Kyar-Chan Huang, Wen-Hsien Fang, Hoang-Yang Lu and Yie-Tarng Chen “Joint Generalized Antenna Combination and Symbol Detection Based on Minimum Bit Error Rate: A Particle Swarm Optimization Approach” IEEE 67th Vehicular Technology Conference (VTC 2008 spring) 11 -14 May 2008, Marina Bay, Singapore
• Yie-Tarng Chen, Kuo-Liang Yeh and Wen-Hsien Fang, “Opportunistic Uplink Retransmission Control with Active-User Estimation in Multi-User Packet CDMA Systems” IEEE 67th Vehicular Technology Conference (VTC 2008 spring) 11 -14 May 2008, Marina Bay, Singapore
• Yie-Tarng Chen and Shin-Shian Lee “An Efficient Packet Classification Algorithm for Network Processors" IEEE International Conference on Communications (ICC 2003), Anchorage, Alaska, USA on May 11-15, 2003
• Chun-Hung Lin, Wen-Hsien Fang, Yie-Tarng Chen, “Efficient Joint Two-Dimensional Angle and Polarization Estimation with Crossed Dipoles” the Seventh International Conference on Information, Communications and Signal Processing (ICICS 2009) Dec 8-10, 2009, Macau
• Kuo-Hsiung Wu, Wen-Hsien Fang, Yie-Tarng Chen, Jiunn-Tsair Chen “Antenna-Array-Assisted Frequency Offset Estimation and Data Detection in an Uplink Multiuser MIMO-OFDM Interference Network” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, (PIMRC2009), Sep 13-16, Tokyo, Japan
• Yie-Tarng Chen, Yu-Ching Lin, and Wen-Hsien Fang , “Human Fall Detection at the Smart Home” in Intelligent Building and Smart Home Conference, (IBSH2009), Nov 18-20, 2009.
• Shen-Chia Huang, Wen-Hsien Fang, Hung-Shiou Chen and Yie-Tarng Chen “Hybrid Genetic Algorithm for Joint Precoding and Transmit Antenna Selection in Multiuser MIMO Systems with Limited Feedback” publication in IEEE 71 th Vehicular Technology Conference (VTC 2010 spring) 16 -19 May 2010, Taipei
• Yung-Ping Tu, Wen-Hsien Fang, Tsung-Yu Tsai and Yie-Tarng Chen “A Two-Stage Receiver With Soft Interference Cancellation for Space-Time Block Code and Spatial Multiplexing Combined Systems” publication in IEEE 71 th Vehicular Technology Conference (VTC 2010 spring) 16 -19 May 2010, Taipei
• Chun-Hung Lin, Wen-Hsien Fang Van-Khang Vu and Yie-Tarng Chen “Joint Direction Finding and Propagation Delay Estimation in the Presence of Mutual Coupling”, publication in IEEE 71 th Vehicular Technology Conference (VTC 2010 spring) 16 -19 May 2010, Taipei
• Hung-Shiou Chen, Wen-Hsien Fang and Yie-Tarng Chen “Relaying through Distributed GABBA Space-Time Coded Amplify-and-Forward Cooperative Networks With Two-Stage Optimum Power Allocation” publication in IEEE 71 th Vehicular Technology Conference (VTC 2010 spring) 16 -19 May 2010, Taipei
• Kuo-Hsiung Wu, Wen-Hsien Fang and Yie-Tarng Chen “Joint Carrier Frequency Offset and Direction of Arrival Estimation via Hierarchical ESPRIT for Interleaved OFDMA/SDMA Uplink Systems” publication in IEEE 71 th Vehicular Technology Conference (VTC 2010 spring) 16 -19 May 2010, Taipei
• Yie-Tarng Chen, Kai-Hui Lee, and Wen-Hsien Fang , “A Novel Grid Scheduling Scheme for Co-allocating Requests in Advance Reservation Systems” publication in IEEE International Conference on Computer Communication Networks 2010 (ICCCN 2010) 2-5 Aug 2010, Zurich, Switzerland

著作 

• Kai-Hui Lee and Yie-Tarng Chen, ”Advance Reservation System in VOD Services.”Book Chapter in " Advance in Distributed Multimedia System", pp.240- pp.256, World Scientific, 1999

國科會計畫

• 適用於網格計算中預約排程之研究 2009/8/1-2010/12/31
• 國際性競賽台灣代表隊培育平台計畫 2009/12/1-2010/9/30
• 台灣微軟公司-國際性競賽台灣代表隊培育平台計畫 2009/12/1-2010/11/3
• 分散式感測網路上前置密匙之研究(94-2213-E-011-059-) 2005/8/1 至 2006/10/31
• 平行封包分類演算法中法則切割之探討(93-2213-E-011-073- )  2004/8/1 至 2005/7/31
• 位元重組與層級壓縮在封包分類策略之研究(91-2213-E-011-035-) 2002/8/1 至 2003/7/31
• 高速簽章式封包分類之研究(90-2213-E-011-076- )  2001/8/1 至 2002/7/31
• 新一代多欄位式網路封包分類器之設計(89-2213-E-011-150- )  2000/8/1 至 2001/7/31