Huang, Szu-Hao


assistant professor
Office M418
Phone 57083
E-mail szuhaohuang@gmail.com
Lab Vision&Learning Lab
Courses
  • Machine Learning & Big Data Analysis in Finance
  • Computer Vision and Multimedia Processing
  • Internet of Things (IOT) & Mobile Service Design
  • Machine Learning & Big Data Analysis in Finance
  • Computer Vision and Multimedia Processing
  • Internet of Things (IOT) & Mobile Service Design
  • PhD, Computer Science, National Tsing Hua University
  • Assistant Research Fellow, Industrial Engineering and Engineering Management, National Tsing Hua University
  • Adjunct Assistant Professor, Industrial Engineering and Engineering Management, National Tsing Hua University
  • Adjunct Assistant Professor, Quantitative Finance, National Tsing Hua University
  • Post-Doctoral Fellow, Computer Science, National Tsing Hua University
  1. Chu, C.H.*, Huang, S.H., Yang, C.K., and Tseng, C.Y. (2015) “Design customization of respiratory mask based on 3D face anthropometric data” International Journal of Precision Engineering and Manufacturing, Vol. 16, No. 3, pp.487-494. (SCI, EI)
  2. Huang, S.H.* and Pan, Y.C. (2015) “Automated Visual Inspection in Semiconductor Industry: A Survey,” Computers in Industry, Vol. 66, pp.1-10. (SCI, EI)
  3. Lo, C.H., Chu, C.H.*, and Huang, S.H. (2014) “Evaluating the Effect of Interactions between Appearance-Related Product Designs and Facial Characteristics on Social Affectivity,” International Journal of Industrial Ergonomics, Vol. 45, pp.35-47. (SCI,EI)
  4. Huang, S.H.* and Lai, S.H. (2014) “A Joint Learning Approach to Face Detection in Wavelet Compressed Domain,” Mathematical Problems in Engineering, Vol. 2014, pp.1-13. (SCI,EI)
  5. Huang, S.H.* and Pan, Y.C. (2014) “Ergonomic job Rotation Strategy Based on An Automated RGB-D Anthropometric Measuring System.” Journal of Manufacturing Systems, Vol. 33, No. 4, pp.699-710. (SCI,EI)
  6. Huang, S.H., Yang, Y.I., and Chu, C.H.* (2012) “Human-Centric Design Personalization of 3D Glasses Frame in Markerless Augmented Reality,”Advanced Engineering Informatics, Vol. 26, No. 1, pp.35-45. (SCI,EI)
  7. Huang, S.H., Tai, S.H., Lai, S.H.* (2011) “A Learning based Contrarian Trading Strategy via Dual Classifiers Model,” ACM Transactions on Intelligent Systems and Technology, Vol. 2, No. 3. (SCI,EI)
  8. Huang, S.H., Chu, Y.H., Lai, S.H.*, Novak, C.L. (2009)“Learning-based Vertebra Detection and Iterative Normalized-Cut Segmentation for Spinal MRI,”IEEE Transactions on Medical Imaging, vol. 28, no. 10, pp. 1595-1605. (SCI,EI)
  9. Huang, S.H. and Lai, S.H. * (2009) “Improved AdaBoost-based Learning via Paired Feature Analysis and its applications in Multimedia,” Image and Recognition, Vo. 15, No. 1, pp. 66-85.
  10. Zeng, H.C., Huang, S.H., and Lai, S.H.* (2007) “Combining foreground extraction and human detection for video surveillance,” Image and Recognition, Vol. 13, No. 1, pp. 22-33.
  11. Huang, S.H., Wu, Q.J., and Lai, S.H.* (2006) “Improved AdaBoost-based image retrieval with relevance feedback via paired feature learning,“ ACM/Springer Multimedia Systems, vol. 12, pp. 14-26. (SCI,EI)
  1. Chang, H.C., Huang, S.H., and Lai, S.H. (2015) “Using Line Consistency to Estimate 3D Indoor Manhattan Scene Layout from a Single Image,” IEEE International Conference on Image Processing.
  2. Cheng, S.Y., Wei, Y.A., Yen, M.C., and Huang, S.H. (2015) “Learning-based Hand Gesture Sensing and Controlling Techniques for Automotive Electronics,” International Conference on Industrial Application Engineering.
  3. Ho, T.Y., Huang, S.H., Shih, T.T., Yang, G.Y., and Tseng, C.W. (2015) “Intelligent Stereo Image Processing in Mobile System,” International Conference on Industrial Application Engineering.
  4. Ho, T.Y., Cheng, C., Chen, C.Y., Cheng, S.Y., and Huang, S.H. (2014) “Fusion of customer demand and technology development in mobile service design,” Asia Design Engineering Workshop.
  5. Lai, Y.H., Cheng, S.Y., Ho, T.Y., Huang, S.H., and Wang, H.F. (2014) “Kansei mobile app design for arts promotion using web map and social networking services,” Asia Design Engineering Workshop.
  6. Huang, S.H., Yang, C.K., Tseng, C.Y., and Chu, C.H. (2014) “Design customization of respiratory mask based on 3D face anthropometric data,” Asia Design Engineering Workshop.
  7. Huang, S.H., Pan, Y.C., Lai, S.H., Chang, H.C., Fan, C.Y., Tsai, A., and Li, M.T. (2014) “3D Reconstruction based on RGB-D Camera Trajectory Optimization,” International Conference on Three Dimensional Systems and Applications 3DSA.
  8. Chang, H.M., Li, Y.C., Huang, S.H., Lai, S.H., and Hsu, Y.F. (2013) “3D object modeling from multi-view depth and color images,” The 26th IPPR Conference on Computer Vision, Graphics, and Image Processing.
  9. Huang, S.H., and Pan, Y.C., (2013) “Ergonomic job Rotation Strategy Based on An Automated RGB-D Anthropometric Measuring System” ACM International Conference on Virtual Reality Continuum and Its Applications in Industry.
  10. Huang, S.H., and Pan, Y.C., (2013) “Learning-based Human Fall Detection Using RGB-D Camera” IAPR International Conference on Machine Vision Application.
  11. Lo, C.H., Wang, I.J., Huang, S.H., Chu, C.H., (2013) “Evaluating appearance-related product prototypes with various facial characteristics” International Conference on Engineering Design.
  12. Chu, C.H., Huang, S.H., Wang, I.J., Lo, C.H., (2013) “Evaluating Interactions between Appearance-Related Product Designs and Facial Characteristics” International Conference on Service Science and Innoviation
  13. Chen, C.Y., Chiu, Y.J., Huang. Y.D., and Huang, S.H., (2012) “Intelligent job-shop scheduling in quartz crystal unit manufacturing,” International Conference on Innovative Design and Manufacturing.
  14. Lo, C.H., Huang, S.H., and Chu, C.H. (2012) “An Integrated Kansei-Based Experiment Scheme for Evaluating Appearance-Related Product Prototypes,” International Conference on Innovative Design and Manufacturing
  15. Pan, Y.C., Huang, S.H., Wang M.J. (2012) “Learning-based anthropometric measurements from RGB-D camera,” International Conference on Innovative Design and Manufacturing.
  16. Chung S.H., Hsu, S.H, Chen, C.L., and Huang, S.H., (2012)“Automated Visual Inspection based on Segmentation Techniques in quartz crystal unit manufacturing,” International Conference on Innovative Design and Manufacturing.
  17. Huang, S.H. and Yang, Y.I., (2012)“Human-centric design personalization of 3D glasses frames in markerless augmented reality,” International Senior Project Conference.
  18. Huang, S.H., Yang, Y.I., and Chu, C.H. (2011) “Design Personalization of 3D Glasses Frame using Augmented Reality Technologies.” International Symposium on Digital Manufacturing
  19. Huang, S.H., Yang, C.K., Tseng, C.Y., and Chu, C.H. (2011)“Parametric Design of Respiratory Mask based on Face Anthropometric Data.” International Symposium on Digital Manufacturing.
  20. Huang, S.H., Yang, Y.I., Cheng, K.C., and Chu, C.H. (2011)“Design customization of 3D glasses frame based on augmented reality technologies.” International Conference on Mass Customization and Personalization.
  21. Lee, T.Y., Huang, S.H., and Lai, S.H., and Hung, S.C. (2011) “People Localization in a Camera Network Combining Background Subtraction and Scene-Aware Human Detection”, International Conference on Multimtdia Modeling. (EI)
  22. Zeng, H.C., Huang, S.H., and Lai, S.H. (2008) “Real-Time Video Surveillance Based on Combining Foreground Extraction and Human Detection” IEEE International Multimedia Modeling Conference. (EI)
  23. Huang, S.H., Lai, S.H., and L.N. Carol (2008) “A statistical learning appproach to vertebra detection and segmentation from spinal MRI” IEEE International Symposium on Biomedical Imaging. (EI)
  24. Reisman, J., Hopner, J., Huang, S.H., Zhang, L., Lai, S.H., Odry, B., and Novak, C.L. (2006)“Robust local intervertebral disc alignment for spinal MRI” SPIE Medical Imaging. (EI)
  25. Wu, C.J., Zeng, H.C., Huang, S.H., Lai, S.H., and Wang, W.H. (2006)“Learning-Based interactive Video Retrieval System”, IEEE International Conference on Multimedia & Expo. (EI)
  26. Lin, H.C., Huang, S.H., and Lai, S.H. (2005) "Learning-based video fast-pan detection”, IEEE International Conference on Information Technology: Research and Education (EI)
  27. Huang, S.H., Wu, Q.J., and Lai, S.H. (2005) “Improved AdaBoost-Based Image Retrieval with Relevance Feedback via Paired Feature Learning” IEEE/ACM International Conference on Image and Video Retrieval (EI)
  28. Huang. S.H., Wu, Q.J., Chang, K.Y., Lin, H.C., Lai, S.H., Wang, W.H., Tsai, Y.S., Chen, C.L., Chen, G.R. (2005) “Intelligent home video management system” IEEE International Conference on Information Technology: Research and Education 2005 (EI)
  29. Huang, S.H. and Lai., S.H. (2004) “Detecting Faces from Color Video by Using Paired Wavelet Features” IEEE International Multimedia Modeling Conference(EI)
  30. Huang, S.H. and Lai., S.H. (2004) “Real-time face detection in color video” IEEE Conference on Computer vision and pattern recognition workshop
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