| 陳郁堂 Yie-Tarng Chen |
|
|---|---|
| Position | |
| Professor | |
| Education | |
| Ph.D.degree in Electrical Engineering, Purdue University, U.S.A. | |
| ytchen@mail.ntust.edu.tw | |
| Room | |
| EE 408-1 |
| Office Hours | 週四13:00-14:30週五 13:00-15:30 |
|---|---|
| Telephone | 886-2-27376420 |
| Homepage | http://homepage.ntust.edu.tw/YTCHEN/ |
| Laboratory | |
| Major Field | Perception subsystems in self-driving cars, Deep neural networks, Machine learning, Computer vision |
| Course | Inelligent Survelliance Systems, Multimedia Information Systems, Database Systems Inernet and Applications, Network System Design |
| 2018.08 ~ 迄今 | Professor |
Research Achievement
| [1] | 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) |
| [2] | 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) |
| [3] | 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 |
| [4] | 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 |
| [5] | 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) |
| [6] | 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) |
| [7] | 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 |
| [1] | 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 |
| [2] | Rizard Renanda Adhi Pramono, Yie-Tarng Chen, Wen-Hsien Fang: Hierarchical Self-Attention Network for Action Localization in Videos. ICCV 2019: 61-70 |
| [3] | 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 |
| [4] | Helong Zhou, Yie-Tarng Chen, Jie Zhang, Wen-Hsien Fang: Efficient Weighted Kernel Sharing Convolutional Neural Networks. VCIP 2018: 1-4 |
| [5] | Erick Hendra Putra Alwando, Yie-Tarng Chen, Wen-Hsien Fang: Multiple path search for action tube detection in videos. ICIP 2017: 4232-4236 |
| [6] | Didik Purwanto, Yie-Tarng Chen, Wen-Hsien Fang: Temporal aggregation for first-person action recognition using Hilbert-Huang transform. ICME 2017: 895-900 |
| [7] | Kai-Wen Cheng, Yie-Tarng Chen, Wen-Hsien Fang: Iterative localization refinement in convolutional neural networks for improved object detection. ICIP 2016: 3643-3647 |
| [8] | 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 |
| [9] | 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 |
| [10] | 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 |
| [11] | 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 |
| [12] | Yie-Tarng Chen, Yu-Ching Lin, Wen-Hsien Fang: A hybrid human fall detection scheme. ICIP 2010: 3485-3488 |
Research Achievement
| Title | Total Amount | Conduct From | Conduct Until | Client |
|---|---|---|---|---|
| Perception systems in Self driving cars | 不公開 | 1066 | 進行中進行中 | 工研院資通所 |
| 國際性競賽台灣代表隊培育平台計畫 | 2500,000 | 9812 | 9911 | 教育部 |
| 台灣微軟公司-國際性競賽台灣代表隊培育平台計畫 | 140,000 | 9812 | 9911 | 台灣微軟公司 |
| 分散式感測網路上前置密匙之研究(94-2213-E-011-059-) | 542,000 | 9408 | 9510 | 國科會 |
| 平行封包分類演算法中法則切割之探討(93-2213-E-011-073- ) | 522,100 | 9308 | 9407 | 國科會 |
| 位元重組與層級壓縮在封包分類策略之研究(91-2213-E-011-035- ) | 461,200 | 9108 | 9207 | 國科會 |
| 高速簽章式封包分類之研究(90-2213-E-011-076- ) | 509,700 | 9008 | 9107 | 國科會 |
Student
| Academic Year | Thesis Title | Student |
|---|---|---|
| 90 | Request Scheduling in Advace Reservation with Uncertainity | Kai-Hui Lee |
| Academic Year | Thesis Title | Student |
|---|---|---|
| 100 | A Robust Fall Detection Scheme Using Human Shadow and SVM Classifiers | You-Rong Lin |
| 99 | A Robust Regression Approach for Sensor Network Data Cleansing | You-chiuan Tsai |
| 98 | Silhouette Analysis for Human Behavior Recognition | Lung-Hsing Chiang |
| 97 | Trajectory Matching of Video Moving Objects in Compressed Video | Tzu-hui Lee |
| 97 | Joint Channel Assignment and Scheduling Using Hybrid Evolutionary Algorithm in Multi-radio, Multi-channel Wireless Mesh Networks | Tsu-min Lee |
| 96 | In-network Data Cleaning for Wireless Sensor Networks | YI-FAN HSUEH |
| 95 | Network-Wide Fault Diagnosis in Wireless Mesh Networks | Chia-wei Huang |
| 95 | Outlier Detection for Spatial Correlated Data | Chia-ming Chang |
| 95 | The Study of a Congestion-Based DDoS Attack Detection in Wireless Mesh Networks | Yi-Hsueh Liu |
| 95 | The Study of a Spatial TDMA Scheduling in Wireless Mesh Networks | Chu-yu Lee |
| 95 | The Study of Routing and Channel Assignment in Multi-radio Multi-channel Wireless Mesh Networks | Ming-wen Chou |
| 95 | The Study of a Two-Stage Backoff Scheme for IEEE 802.11e Media Access Control Protocol | Lin-Chung Chih |
| 94 | P2P Flow Identification | Feng-Ku Chou |
| 94 | An Energy-Efficient Key Management Protocol for Hierarchical Wireless Sensor Networks | Wei-yang Sun |
| 94 | The Study of Elephant Flow Measurement on Backbone Networks | Huai-Ting Huang |
| 94 | Design and Analysis of Multicast Key Management for Near-Video-on-Demand Services | Sheng-Chih Wang |
| 93 | Services Differentiation and Throughput Enhancement for Live Video and Audio over IEEE 802.11e WLANs | Lu-bing Hii |
| 92 | The Study of a Partition-based Parallel Packet Classification Algorithm | CHIH-HUA LIN |
| 92 | The Design and Implementation of a Configurable Packet Classification Co-processor Based on Quadtree Scheme | Yan-Po Chao |
| 92 | Adaptive Polling MAC Schemes for IEEE 802.11e Based on Kalman Filtering | Ming-feng Li |
| 92 | An Effective Hybrid Packet Classification ALgorithm for Network Processors | Yu-hsiang Huang |
| 92 | A resilient Key Pre-distribution Scheme for Distributed Sensor Networks | Kai-Wen Shao |
| 92 | The Design and Implementation of a Packet Classification Co-processor Based on Bit Selection Scheme | shih-hsuan Li |
| 90 | Packet Classification Engine in Network Processors | Hsin-hsien Li |
| 90 | The Intrusion Detection System for Peer-to-Peer Computing Environments | Hung-yi Liao |
| 90 | Routing Cache with Supporting IP Traceback | Yu-yaun Li |
| 90 | An Effective Algorithm for Mining Frquency Patterns in Large Databases | Chia-jung Hu |
| 90 | Fast Tuple Search Algorithm for Two-Dimensional Conflict-Free Filters | Shih-Hao Lee |
| 89 | The Design and Implementation of Plocy0based Networks in Linux Kernel | Wei-liang Chen |
| 89 | Effective Signature-based Packet Classification with Bit Selection | Jen-i Huang |
| 89 | Effective Packet Classification for 2-D Conflict-free Filters | Chih-lung Lin |
| 89 | Hierarchical Intelligent Cuttings with Bit Selection | Chun-chieh Huang |
| 89 | Effective Routing Table Lookup with Bit Selection Scheme | Chin-Yu Wang |
| 88 | The Design and Implementation of Multi-filed Packet Classification in the Linux Kernel | Ya-Hsin Yang |
| 88 | The Design of Multi-filed Classification using CPU Caching | Yung-sheng Ku |
| 87 | The Implementation of Real-Time Subnet Bandwidth Management in the Linux Kernel | Paul Fang |
| 87 | The Design and Implementation of Timestamp Round-Robin Scheduling in the Linux Kernel | Jun-Rong Chen |
| 87 | The Design of Scalable Traffic Control Architecture for RSVP | Chia-te Chen |
| 87 | The Desing of RSVP Billing System: Cost Allocation Model and QoS Routing | Jih-hsing Huang |
| 86 | Subnet Bandwidth Management on Real-time Ethernet | Shun-Fa Yu |
| 86 | The Study of Adaptive Feedback Technques for Synchornized Multimedia Retrieval | Yan-po Tai |
| 85 | The Study of Video Distribution and Load Balancing for VOD Services | Ming-Yil Lin |
| 85 | The Design and Implementation of Real-Time Interactive Collaboration Environment | Yong-Shinn Chi |
| 85 | Virtual Path Layout in ATM Network | Liang-Cheng Mai |
| 85 | Multicast Message Delivery in Mobile Computing Environments | Chiu-Liang Chen |
| 84 | The Design of Copier Memory System on VOD services | Jui-Che Tu |
| 84 | The Study of Connection Management in VOD Services | Zhe-Chuan Huang |
| 83 | The Study of Admission Control on Real-time VOD Service System | Jenn-Wei Hwang |
| Academic Year | Project Title | Student |
|---|---|---|
| 91 | 無線網路應用系統開發 | 黃有德、唐士軒、沈子雷 |
| 89 | 網際網路資料庫建構 | 張志文、古文俊 |
| 89 | 電子商務系統發展與建構 | 何庭顯、楊勝欽 |
| 88 | 電子商務系統建構 | 傅一奇、吳哲鑫 |
| 88 | 電子商務系統架構 | 林聖凱、陳承亮、戴思齊 |
| 88 | 網際網路資料庫 | 李名栓、葉宗鑫 |
| 87 | 線上訂位系統 | 黃星文、林宏洋、陳吉雄 |
| 87 | 網際網路資料庫設計與建構 | 李鴻熙、黃耀星 |
| 87 | 企業網路資料庫系統與建構 | 施逸民、許進順 |
| 86 | 企業網路資料庫系統建構 | 石奇旺、范振邦、詹濟榮 |
| 86 | 企業網路資料庫系統建構 | 張宏銘、粘鴻達 |
| 86 | 主從式資料庫系統建構 | 尤信鑌、葉振忠 |
| Year | Deeds |
|---|