Doctor of Engineering Science (Dr.-Ing.)
Max Planck Institute for Informatics

walon [at] cs [dot] nctu [dot] edu [dot] tw
walon [at] mpi [hypen] inf [dot] mpg [dot] de
walon [dot] chiu [at] gmail [dot] com

Curriculum Vitae

Google Scholar

[Office] Room 526, Engineering Building C
[Telephone] +886-3-5712121 ext.54730

Information about my research group:
[Name] Enriched Vision Applications Lab
[Location] Room 708, MIRC Building (co-located with Intelligent System Lab)
[Telephone] +886-3-5712121 ext.59275




News

Education

Doctor of Engineering Science (Dr.-Ing.),
Max Planck Institute for Informatics, Saarbrücken, Germany

[August.2011 - September.2016]


Master in Computer Science,
National Chiao Tung University, Taiwan

[September.2008 - July.2009]


Exchange Student Program, Electrical and Computer Engineering
Carnegie Mellon University, U.S.

[July.2006 - December.2006]






Academic and Working Experience

Assistant Professor in Computer Science,
National Chiao Tung University

[from August.2017 - ]



Computer Vision Research Scientist,
Viscovery Pte. Ltd., Taipei, Taiwan

[August.2016 - January.2017]



Engineer, Image Processing,
Largan Precision Co. Ltd., Taichung, Taiwan

[October.2010 - December.2010]


Corporal (Compulsory), 43 Artillery Command,
8th Army Corps, R.O.C Army, Taiwan

[October.2009 - September.2010]


Internship, Advanced Technology Center,
Industrial Technology Research Institute, Taiwan

[June.2007 - December.2007]

Research Domains



Computer Vision
Machine Learning

Publications

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Domain-Adaptive Generative Adversarial Networks For Sketch-To-Photo Inversion

Yen-Cheng Liu, Wei-Chen Chiu, Sheng-De Wang, Yu-Chiang Frank Wang

[MLSP 2017 (BibTeX)]

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Learning Guided Convolutional Neural Networks For Cross-Resolution Face Recognition

Tzu-Chien Fu, Wei-Chen Chiu, Yu-Chiang Frank Wang

[MLSP 2017 (BibTeX)]

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Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation with Supervision from A Single Domain

Tzu-Chien Fu*, Yen-Cheng Liu*, Wei-Chen Chiu, Sheng-De Wang, Yu-Chiang Frank Wang

(* indicates equal contribution.)

[ArXiv 2017 (BibTeX)] [CVGIP 2017 (BibTeX)]

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STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling

Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz

[CVPR 2017 (BibTeX)]

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Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles

Wei-Chen Chiu, Fabio Galasso, Mario Fritz

[ACCV 2016 (BibTeX)]

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Bayesian Non-Parametrics for Multi-Modal Segmentation

Wei-Chen Chiu

[Doctoral Dissertation (BibTeX)]

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See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG

Wei-Chen Chiu, Mario Fritz

[ICCV 2015 (BibTeX)]

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Joint Segmentation and Activity Discovery using Semantic and Temporal Priors

Julia Seiter, Wei-Chen Chiu, Mario Fritz, Oliver Amft, Gerhard Troester

[PerCom 2015 (BibTeX)]

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Object Disambiguation for Augmented Reality Applications

Wei-Chen Chiu, Gregory S. Johnson, Daniel Mcculley, Oliver Grau, Mario Fritz

[BMVC 2014 (BibTeX)]

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Multi-Class Video Co-Segmentation with a Generative Multi-Video Model

Wei-Chen Chiu, Mario Fritz

[CVPR 2013 (BibTeX)]

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I spy with my little eye: Learning Optimal Filters for Cross-Modal Stereo under Projected Patterns

Wei-Chen Chiu, Ulf Blanke, Mario Fritz

[CDC4CV 2011 (BibTeX)]

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Improving the Kinect by Cross-Modal Stereo

Wei-Chen Chiu, Ulf Blanke, Mario Fritz

[BMVC 2011 (BibTeX)]

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Probabilistic Modeling of Dynamic Traffic Flow between Non-overlapping FOVs

Wei-Chen Chiu, Ching-Chun Huang, Jen-Hui Chuang, Sheng-Jyh Wang

[ICPR 2010 (BibTeX)] [CVGIP 2009 (BibTeX)] [Master Thesis]

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Robust Parking Space Detection Considering Inter-Space Correlation

Qi Wu, Ching-Chun Huang, Shih-Yu Wang, Wei-Chen Chiu, Tsuhan Chen

[ICME 2007 (BibTeX)]


domestic conference

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Traffic Sign Classification based on Deep Convolutional Network with Domain Adaptation

Zhi-Yi Peng, Hoang Tran Vu, Wei-Chen Chiu, Ching-Chun Huang, Chia-Wen Lin

[CVGIP 2017 (BibTeX)]

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A Robust Bottom-Up Framework for Lane Detection in Urban Streets

Chao-Yi Peng, Zhi-Yi Peng, Hoang Tran Vu, Nguyen Thanh Phat, Wei-Chen Chiu, Ching-Chun Huang, Chia-Wen Lin

[CVGIP 2017 (BibTeX)]

Students


I am lucky to work with talented students:

my master students @ National Chiao Tung University

Hsueh-Ying Lai 賴學穎

Yen-Chung Chen 陳彥中

Keng-Jui Chang 張耕睿

Yen Hsu 許硯


my undergraduate students @ National Chiao Tung University

Liang-Wei Tao 陶亮維

Chia-Ni Lu 呂佳倪

Chien-Jen Huang 黃謙仁

Yu-Cheng Lo 羅宇呈

Ching-Fu Kuo 郭景復

Tung-Ju Yu 余東儒


co-supervision with Prof. Sheng-Jyh Wang @ National Chiao Tung University

Wei-Lun Chang 張偉倫

Master Student

Wei-Fan Tseng 曾洧釩

Undergraduate Student

Chuan-Tung Lin 林詮東

Undergraduate Student


co-supervision with Prof. Yu-Chiang Frank Wang @ National Taiwan University

Yen-Cheng Liu 劉彥成

Research Assistant

Yu-Ying Yeh 葉鈺濙

Research Assistant

Hsuan-I Ho 何宣逸

Research Assistant

Yu-An Chen 陳昱安

Undergraduate Student

Wei-Che Chen 陳緯哲

Undergraduate Student


co-supervision with Prof. Ching-Chun Huang @ National Chung Cheng University

Zhi-Yi Peng 彭子翊

Master Student


former (co-supervised) students

Tzu-Chien Fu 傅子謙

Now Master Student at
Northwestern University

Chia-Wen Kuo 郭佳文

Now PhD Student at
Georgia Institute of Technology

Chao-Yi Peng 彭兆翊

Now Master Student at
National Tsing Hua University

Teaching



Machine Learning (in English), Dept. of CS, NCTU
together with Prof. Jui-Hung Hung

[2017 Fall Semester (1G4CD)]


Machine Learning (in English), Dept. of CS, NCTU
together with Prof. Jui-Hung Hung

[2018 Spring Semester (1G4CD)]


Computer Vision (in English), Dept. of CS, NCTU

[2018 Spring Semester (2CD4G)]







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Copyright © 2017 Walon Chiu
(Last Modified: 3rd.10.2017)