• 師資陣容

    • 行政技術人員

邱維辰 Wei-Chen Chiu 助理教授
  • 德國馬克斯·普朗克電腦科學研究所工程博士

經歷

1. Postdoctoral Research Fellow (Feb., 2017 -- July., 2017), Research Center for Information Technology Innovation (CITI), Academia Sinica, Taipei, Taiwan
2. Computer Vision Research Scientist (Aug., 2016 -- Jan., 2017), Viscovery Pte. Ltd., Taipei, Taiwan

研究興趣

電腦視覺、影像處理、機器學習、深度學習、多模態視覺數據分析、機率生成模型

研究計畫

1.多物件類別之多影片協同分割
2.適應性之立體影片切割
3.可微分之方向梯度直方圖運算子
4.利用跨資料域的Kinect深度感測能力強化
5.利用時間與空間域上的資料導向運算提升RGBD語義切割之效果

代表著作

•Yang He, Wei-Chen Chiu, Margret Keuper, and Mario Fritz, "STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling," in IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
•Wei-Chen Chiu, Fabio Galasso, and Mario Fritz, "Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles," in Asian Conference on Computer Vision (ACCV), 2016.
•Wei-Chen Chiu and Mario Fritz, "See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG," in IEEE International Conference on Computer Vision (ICCV), 2015.
•Julia Seiter, Wei-Chen Chiu, Mario Fritz, Oliver Amft, and Gerhard Troester, "Joint Segmentation and Activity Discovery using Semantic and Temporal Priors," in IEEE International Conference on Pervasive Computing and Communications (PerCom), 2015.
•Wei-Chen Chiu, Gregory S. Johnson, Daniel Mcculley, Oliver Grau, and Mario Fritz, "Object Disambiguation for Augmented Reality Applications," in British Machine Vision Conference (BMVC), 2014.
•Wei-Chen Chiu and Mario Fritz, "Multi-Class Video Co-Segmentation with a Generative Multi-Video Model," in IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
•Wei-Chen Chiu, Ulf Blanke, and Mario Fritz, "I spy with my little eye: Learning Optimal Filters for Cross-Modal Stereo under Projected Patterns," in IEEE Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV), 2011.
•Wei-Chen Chiu, Ulf Blanke, and Mario Fritz, "Improving the Kinect by Cross-Modal Stereo," in British Machine Vision Conference (BMVC), 2011.
•Ching-Chun Huang, Wei-Chen Chiu, Sheng-Jyh Wang, and Jen-Hui Chuang, "Probabilistic Modeling of Dynamic Traffic Flow across Non-overlapping Camera Views," in IEEE International Conference on Pattern Recognition (ICPR), 2010.