Projects per year
Personal profile
Research Interests
Computer Vision, Pattern Recognition, Vision-based Multimedia, Deep Learning
Experience
1.Assistant Research Fellow (Oct., 2014 – Dec., 2015), Intel-NTU Connected- Context-Computing Center, National Taiwan University
2.Postdoc Researcher (Aug., 2012 – Sep., 2014), Intel-NTU Connected- Context-Computing Center, National Taiwan University
Education/Academic qualification
PhD, Computer Science and Information Engineering, National Taiwan University
External positions
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 10 Finished
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基於端對端深度學習之階層式大範圍視覺定位(II)
Chen, K.-W. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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基於端對端深度學習之階層式大範圍視覺定位(II)
Chen, K.-W. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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End-to-End Learning for Hierarchical Large-Scale Localization
Chen, K.-W. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Feature Detection and Matching with Deep Learning
Chen, K.-W. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Feature Detection and Matching with Deep Learning
Chen, K.-W. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Neural Architecture Search Using Covariance Matrix Adaptation Evolution Strategy
Sinha, N. & Chen, K. W., 3 Jun 2024, In: Evolutionary computation. 32, 2, p. 177-204 28 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhance Local Feature Consistency with Structure Similarity Loss for 3D Semantic Segmentation
Lin, C. W., Syu, F. Y., Pan, Y. J. & Chen, K. W., 2023, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2023. Institute of Electrical and Electronics Engineers Inc., p. 55-61 7 p. (IEEE International Conference on Intelligent Robots and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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LGCNet: Feature Enhancement and Consistency Learning Based on Local and Global Coherence Network for Correspondence Selection
Wu, T. H. & Chen, K. W., 2023, Proceedings - ICRA 2023: IEEE International Conference on Robotics and Automation. Institute of Electrical and Electronics Engineers Inc., p. 6182-6188 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2023-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
MUFeat: Multi-Level CNN and Unsupervised Learning for Local Feature Detection and Description
Kuo, S. H., Wu, T. H., Chen, Z. Y. & Chen, K. W., 2023, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2023. Institute of Electrical and Electronics Engineers Inc., p. 9551-9557 7 p. (IEEE International Conference on Intelligent Robots and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Object-Level Unknown Obstacle Detection
Huang, C. Y., Chen, C. T., Chen, Y. A. & Chen, K. W., 2023, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2023. Institute of Electrical and Electronics Engineers Inc., p. 5722-5729 8 p. (IEEE International Conference on Intelligent Robots and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Prizes
Activities
- 5 Organizing a conference, workshop, ...
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21st International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2019
Chen, K.-W. (Chair)
2019Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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TAICHI
Chen, K.-W. (Chair)
2018Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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Asia Pacific Workshop on Mixed and Augmented Reality, APMAR 2018
Chen, K.-W. (Chair)
2018Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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TAICHI 2017
Chen, K.-W. (Member of program committee)
2017Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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13th Asian Conference on Computer Vision, ACCV 2016
Chen, K.-W. (Chair)
2016Activity: Participating in or organizing an event › Organizing a conference, workshop, ...