黃敬群

黃敬群 Ching-Chun Huang Professor

Experience

 2017~until now, Associate Professor of the Department of Electrical Engineering, in National Chung Cheng University (CCU)
 2014~2017, Assistant Professor of the Department of Electrical Engineering, in National Chung Cheng University (CCU)
 2011~2014, Assistant Professor of the Department of Electrical Engineering, in National Kaohsiung University of Applied Sciences (KUAS)
 Jan. 2011, Post Doc. Researcher in National Chiao Tung University, Taiwan
 July 2006~Mar. 2008, Researcher/Project leader in Industrial Technology Research Institute (ITRI - Advanced Technology Center), Taiwan
 Aug. 2005~Dec. 2005 and Aug. 2006 - Dec. 2006, Visiting Researcher in Carnegie Mellon University (CMU - Electrical and Computer Engineering), USA
 Oct. 2002~July. 2006, Associate Researcher, Industrial Technology Research Institute (ITRI - Advanced Technology Center), Taiwan"

About

Research Interest

Machine Learning/Deep Learning, Autonomous Vehicle, Medical Image Processing, Intelligent Building, Augmented Reality/ Virtual Reality

Lab

"Dr. Ching-Chun Huang received the B.S., M.S., and the Ph.D. degrees in electrical engineering from National Chiao Tung University, Hsinchu, Taiwan, in 2000, 2002, and 2010, respectively. He is currently an Associate Professor with the Department of Electrical Engineering, National Chung Cheng University, Taiwan. At the same time, he is leading a research lab, Applied Computing and Multimedia (ACM) Lab. His research interests are in image/video processing, computer vision, machine learning, and wireless sensor networks. He was also the director of the division of international student in CCU from 2016 to 2017. Before teaching, he has more than 6-year working experience in the science industry. Now, he is an IEEE Senior member.
Dr. Ching-Chun Huang has successfully led 13 Government granted projects and 14 industrial projects since 2011. Currently, his government project was selected as the excellent young scholar program; his industrial project also receives the best performance award recognized by the Taiwan government. Ching-Chun has also received the Excellent Electrical Engineer Award from National Electrical Engineering Society. Regarding academic contribution, he has published 10 international journal papers, more than 27 international conference papers and 12 patents since 2011. Meanwhile, he received the “Excellence paper Award” from Image Processing and Pattern Recognition Society (IPPR), the “Best Paper Award” from IPPR Conference on Computer Vision, Graphics, and Image Processing, and the “Best Paper Award” from IEEE international conference ICCE-TW 2016 and international conference MAPR 2019. He also serves as reviewers, program committee members, session chairs, and financial chairs of international conferences.
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"國外期刊論文
1. Ching-Chun Huang, and Hung-Nguyen Manh, ""X-ray Enhancement based on Component Attenuation, Contrast Adjustment, and Image Fusion"", IEEE Transactions on Image Processing, July 2018.
2. Hoang Tran Vu , and Ching-Chun Huang, ""Parking Space Status Inference upon a Deep CNN and Multi-task Contrastive Network with Spatial Transform"", IEEE Transactions on Circuits and Systems for Video Technology, April 2018.
3. Ching-Chun Huang and Hoang Tran Vu, “Vacant Parking Space Detection based on a Multi-layer Inference Framework,” IEEE Trans. Circuits Syst. Video Technol., vol.27, pp. 2041 – 2054, May 2016. (SCI, SCIE)(DOI:10.1109/TCSVT.2016.2564899)
4. Ching-Chun Huang and Hung-Nguyen Manh, “RSS-based Indoor Positioning based on Multi-dimensional Kernel Modeling and Weighted Average Tracking,” IEEE Sensors J., vol.16, pp.3231-3245, May 2016. (SCIE)(DOI:10.1109/JSEN.2016.2524537)
5. Yen-Yu Wang, Atul Kumar, Kai-Che Liu, Shih-Wei Huang, Ching-Chun Huang, Wei-Chia Su, Fu-Li Hsiao, and Wen-Nung Lie, “Stereoscopic augmented reality for single camera endoscopy: a virtual study,” Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, vol. 6, pp.182-191, Jul. 2016.
6. Hung Nguyen Manh, Ching-Chun Huang, and Lee Hsiao-Yi, “Landmark-Based Device Calibration and Region-Based Modeling for RSS-Based Localization,” Wireless Communications & Mobile Computing, vol.16, pp.1726-1745, Nov. 2015. (SCIE)(DOI:10.1002/wcm.2647)
7. Ching-Chun Huang, Yu-Shu Tai, and Sheng-Jyh Wang, “Vacant Parking Space Detection Based on Plane-based Bayesian Hierarchical Framework,” IEEE Trans. Circuits Syst. Video Technol.,vol.23, pp.1598-1610, Mar. 2013. (SCI, SCIE)(DOI:10.1109/TCSVT.2013.2254961)
8. Ching-Chun Huang and Li-Chun Wang, “Dynamic Sampling Rate Adjustment for Compressive Spectrum Sensing over Cognitive Radio Network,” IEEE Wireless Communications Letters, vol.1, pp.57-60, April 2012. (SCI). NSC 100-2218-E-151-007.
9. Ching-Chun Huang, and Sheng-Jyh Wang, ""A Bayeisan Hierarchical Framework for Multi-Target Labeling and Correspondence with Ghost Suppression over Multi-Camera Surveillance System"", IEEE Transactions on Automation Science and Engineering., vol.9, pp.16-30, Aug. 2011. (SCI, EI).
10. Ching-Chun Huang, and Sheng-Jyh Wang, "" A Hierarchical Bayesian Generation Framework for Vacant Parking Space Detection"", IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, no. 12, pp. 1770-1785, Dec., 2010. (SCI, EI) NSC 97-2221-E-009-132.
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"國外研討會論文
1. V.-H. Tran, and C.-C. Huang, ""Domain Adaptation Meets Disentangled Representation Learning and Style Transfer,"" IEEE International Conference on Systems, Man, and Cybernetics, 2019.
2. V.-S. Huynh, V.-H. Tran, and C.-C. Huang, ""IUML: INCEPTION U-NET BASED MULTI-TASK LEARNING FOR DENSITY LEVEL CLASSIFICATION AND CROWD DENSITY ESTIMATION,"" IEEE International Conference on Systems, Man, and Cybernetics, 2019.
3. M.-H. Nguyen and C.-C. Huang, “A Robust Multi-Kinect 3D Skeleton Tracking Considering Left-Right Confusion and Self-Occlusion,” IEEE International Conference on Systems, Man, and Cybernetics, 2019.
4. T.-Y. Chao M.-H. Nguyen and C.-C. Huang, “Online Learning for High Accuracy HVAC Control and Energy Saving,” IEEE International Conference on Systems, Man, and Cybernetics, 2019.
5. Ching-Chun Huang, Thanh-Phat Nguyen and Chen-Tung Lai, ""Learned Prior Information for Image Compression"", CVPR Workshop and Challenge on Learned Image Compression, June 2019.
6. Ching-Chun Huang, Thanh-Phat Nguyen and Chen-Tung Lai, ""MULTI-CHANNEL MULTI-LOSS DEEP LEARNING BASED COMPRESSION MODEL FOR COLOR IMAGES"", 2019 IEEE International Conference on Image Processing(ICIP), Sept. 2019.
7. Van-Su Huynh, Vu-Hoang Tran and Ching-Chun Huang , ""DAnet: DEPTH-AWARE NETWORK FOR CROWD COUNTING"", 2019 IEEE International Conference on Image Processing(ICIP), Sept. 2019.
8. Tzung-Yan Tsai, Zhe-Yu Lu, and Ching-Chun Huang, ""License Plate Recognition System Based on Deep Learning"", International Conference on Consumer Electronics - Taiwan (ICCE-TW), Yilan, Taiwan, May, 2019
9. Xin-Yu Huang, Meng-Shiun Tsai, and Ching-Chun Huang, ""3D Virtual-Reality Interaction System"", International Conference on Consumer Electronics - Taiwan (ICCE-TW), Yilan, Taiwan, May, 2019.
10. You-Feng Wu, Hoang Tran Vu, Ching-Chun Huang, ""SEMI-SUPERVISED AND MULTI-TASK LEARNING FOR ON-STREET PARKING SPACE STATUS INFERENCE"", Multimedia Analysis and Pattern Recognition (MAPR), May ., 2019.
11. Po-Hsien Wang, Ting-Ying Wang, Ya-Chu Chang, and Ching-Chun Huang, “Immersive 3D Human-Computer Interaction System,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), TAICHUNG, 2018.
12. Wei-Yuan Lin, Ching-Chun Huang, Hung Nguyen Manh and Nguyen Tran Duc,, ""Wi-Fi Indoor Localization based on Multi-Task Deep Learning"", IEEE International Conference on Digital Signal Processing, Nov. 2018.
13. Thanh-Phat Nguyen, Hoang Tran Vu, and Ching-Chun Huang,, ""Lane Detection and Tracking based on Fully Convolutional Networks and Probabilistic Graphical Models"", IEEE International Conference on Systems, Man, and Cybernetics, Oct. 2018..
14. Wei-Yuan Lin, Ching-Chun Huang, Hung Nguyen Manh and Nguyen Tran Duc,, ""Deep Learning-based RSS Indoor Localization"", IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium, Aug. 2018.
15. Oscal Tzyh-Chiang Chen, Sung-Nien Yu, Ching-Chun Huang, Huang-Chen Lee, Yu-Ling Hsueh, Jerry Chih-Yuan Sun, , ""MOBILE LEARNING SYSTEM WITH CONTEXT-AWARE INTERACTIONS AND POINT-OF-INTEREST UNDERSTANDING"", IEEE International Conference on Multimedia and Expo (ICME), San Diego, USA, July 2018..
16. Ching-Chun Huang, Yi-Ning Chuang, Atul Kumar, “3D Object Reconstruction based on Structure from Motion and Shape from Shading,” The 13th Asian Conference on Computer Aided Surgery, Taiwan, Changhua, Nov. 2017.
17. Yi-Ting Tsai, Shih-Jou Yu, Xin-Yen Chen, Oscal Tzyh-Chiang Chen, Jerry Chih-Yuan Sun, Ching-Chun Huang, “Personalized Mobile Learning System via Smart Glasses,” International Conference on IoT as a Service, Taiwan, TaiChung, Sep. 2017.
18. Hoang Tran Vu and Ching-Chun Huang, “A MULTI-TASK CONVOLUTIONAL NEURAL NETWORK WITH SPATIAL TRANSFORM FOR PARKING SPACE DETECTION,” IEEE International Conference on Image Processing, Beijing, China, Sep. 2017.
19. Chingchun Huang, Wei-Chi Chan, and Manh Hung-Nguyen, “Unsupervised Radio Map Learning for Indoor Localization,” IEEE International Conference on Consumer Electronics - Taiwan(ICCE-TW), 2017. (DOI:10.1109/ICCE-China.2017.7991004)
20. Hoang Tran Vu, Hung Nguyen Manh, Wei-Chi Chang, Wei-Yuan Lin, Hung-Sheng Cheng, Yi-Ning Chuang and Ching-Chun Huang, “A Hybrid Method for Visitor Localization and Tracking in a Museum Environment,” The 9th IEEE International Conference on Ubi-Media Computing, Moscow, Russia. , Aug. 2016.
21. Atul Kumar, Shih-Wei Huang, Yen-Yu Wang, Wan-Chi Hung, Kai-Che Liu, and Chingchun Huang, “Laparoscopic video augmentation with infrared image information,” IEEE International Conference on Consumer Electronics - Taiwan(ICCE-TW), 2016. (DOI:10.1109/ICCE-TW.2016.7521061)
22. Ching-Chun Huang, Hung-Nguyen Manh, and Yu-Shiun Wang, “An Self-Adaptive Wireless Indoor Localization System for Device Diversity,” IEEE International Conference on Consumer Electronics - Taiwan(ICCE-TW), 2016. (DOI:10.1109/ICCE-TW.2016.7520998)
23. Ching-Chun Huang, Ismail, Ming-Xun Cai, and Hoang Tran Vu, “HDR compression based on image matting Laplacian,” IEEE International Conference on Consumer Electronics - Taiwan(ICCE-TW), 2016. (DOI:10.1109/ICCE-TW.2016.7520957)
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