Jump to the main content block
 

Wei-Yen Hsu

imageWei-Yen Hsu received the PhD degree from the Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan, in 2008. He is a professor with the Department of Information Management, National Chung Cheng University, Chiayi, Taiwan now. His research interests include image processing, pattern recognition, and machine learning. He wins the Young Scholar Award of Taipei Medical University in 2011. He also wins the Young Scholar Award and Outstanding Research Award of National Chung Cheng University in 2013 and 2019, respectively. He is a founding member of Brain-Computer Interface (BCI) Society (2015-), and is also the academic editors of Medicine journal and PLoS One journal, and associate editors of BMC Medical Informatics and Decision Making journal and IEEE Access journal. Please refer to his CV for more details.

 

 

Publications

SCI/SSCI Journal Paper

  1. Wei-Yen Hsu* and Hsien-Wen Lin “Context-Detail-Aware United Network for Single Image Deraining,” ACM Transactions on Multimedia Computing Communications and Applications, vol. 20, no. 5, article 144, pp. 1-18, Jan. 2024. (SCI) (IF=5.1, Rank (16/108)=14.8% Top in COMPUTER SCIENCE, SOFTWARE ENGINEERING)
  2. Wei-Yen Hsu* and Wei-Chi Chang, “Wavelet Approximation-Aware Residual Network for Single Image Deraining,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 12, pp. 15979-15995, Dec. 2023. (SCI) (IF=24.314, Rank (2/276)=0.7% Top in ENGINEERING, ELECTRICAL & ELECTRONIC)
  3. Wei-Yen Hsu* and Wei-Hsuan Tsai, “Color Constancy and Color Consistency Using Dynamic Gamut Adjustment,” IEEE Transactions on Instrumentation and Measurement, vol. 72, 5022712, Aug. 2023. (SCI) (IF=5.6, Rank (9/63)=14.2% Top in INSTRUMENTS & INSTRUMENTATION)
  4. Wei-Yen Hsu* and Pei-Wen Jian, “Wavelet Pyramid Recurrent Structure-Preserving Attention Network for Single Image Super-Resolution,” accepted for publication in IEEE Transactions on Neural Networks and Learning Systems. (DOI: 10.1109/TNNLS.2023.3289958) (SCI) (IF=14.255, Rank (1/54)=1.8% Top in COMPUTER SCIENCE, HARDWARE & ARCHITECTURE)
  5. Wei-Yen Hsu* and Pei-Yu Yang, “Pedestrian Detection Using Multi-scale Structure-Enhanced Super-Resolution,” IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 11, pp. 12312-12322, Nov. 2023. (SCI) (IF=9.551, Rank (4/138)=2.8% Top in ENGINEERING, CIVIL)
  6. Wei-Yen Hsu* and Pei-Wen Jian, “Recurrent Multi-scale Approximation-Guided Network for Single Image Super-Resolution,” ACM Transactions on Multimedia Computing Communications and Applications, vol. 19, no. 6, article 194, pp. 1-21, July 2023. (SCI) (IF=5.1, Rank (16/108)=14.8% Top in COMPUTER SCIENCE, SOFTWARE ENGINEERING)
  7. Wei-Yen Hsu* and Ya-Wen Cheng, “EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification,” IEEE Transactions on Neural Systems & Rehabilitation Engineering, vol. 31, pp. 1659-1669, March 2023. (SCI) (IF=4.9, Rank (4/68)=5.8% Top in REHABILITATION)
  8. Wei-Yen Hsu* and Wei-Chi Chang, “Recurrent Wavelet Structure-Preserving Residual Network for Single Image Deraining,” Pattern Recognition, vol. 137, 109294, May 2023. (SCI) (IF=8.518, Rank (24/276)=8.6% Top in ENGINEERING, ELECTRICAL & ELECTRONIC)
  9. Wei-Yen Hsu* and Pei-Wen Jian, “Wavelet Detail Perception Network for Single Image Super-Resolution,” Pattern Recognition Letters, vol. 166, pp. 16-23, Feb. 2023. (SCI) (IF=5.1, Rank (52/145) in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
  10. Wei-Yen Hsu* and Yu-Hsiang Wang, “Structure-Transferring Edge-Enhanced Grid Dehazing Network,” Optics Express, vol. 31, no. 3, pp. 3606-3618, Jan. 2023. (SCI) (IF=3.894, (20/99)=20.2% Top in OPTICS)
  11. Wei-Yen Hsu* and Pei-Ci Chen, “Pedestrian Detection Using Translation-invariant Wavelet Residual Dense Super-Resolution,” Optics Express, vol. 30, no. 23, pp. 41279-42195, Nov. 2022. (SCI) (IF=3.894, (20/99)=20.2% Top in OPTICS)
  12. Wei-Yen Hsu* and Wan-Jia Wu, “Object Detection Using Structure-Preserving Wavelet Pyramid Reflection Removal Network,” IEEE Transactions on Instrumentation and Measurement, vol. 71, 2517811, Sep. 2022. (SCI) (IF=5.6, Rank (9/63)=14.2% Top in INSTRUMENTS & INSTRUMENTATION)
  13. Wei-Yen Hsu* and Wan-Jia Wu, “Translation-invariant Context-retentive Wavelet Reflection Removal Network,” Optics Express, vol. 30, no. 17, pp. 31029-31043, Aug. 2022. (SCI) (IF=3.894, (20/99)=20.2% Topin OPTICS)
  14. Wei-Yen Hsu, Ya-Wen Cheng and Chong-Bin Tsai*, “An Effective Algorithm to Analyze the Optokinetic Nystagmus Waveforms from a Low-Cost Eye Tracker,” Healthcare, vol. 10, no. 7, 1281, July 2022. (SCI & SSCI)
  15. Wei-Yen Hsu* and Pei-Wen Jian, “Detail-Enhanced Wavelet Residual Network for Single Image Super-Resolution,” IEEE Transactions on Instrumentation and Measurement, vol. 71, 5016913, July 2022. (SCI) (IF=5.6, Rank (9/63)=14.2% Top in INSTRUMENTS & INSTRUMENTATION)
  16. Wei-Yen Hsu* and Pei-Ci Chen, “Pedestrian Detection Using Stationary Wavelet Dilated Residual Super-Resolution,” IEEE Transactions on Instrumentation and Measurement, vol. 71, 5001411, Jan. 2022. (SCI) (IF=5.6, Rank (9/63)=14.2% Top in INSTRUMENTS & INSTRUMENTATION)
  17. Wei-Yen Hsu* and Chi-Jui Chung, “A Novel Eye Center Localization Method for Multiview Faces,” Pattern Recognition, vol. 119, 108078, Nov. 2021. (SCI) (IF=8.518, Rank (24/276)=8.6% Top in ENGINEERING, ELECTRICAL & ELECTRONIC)
  18. Wei-Yen Hsu* and Wen-Yen Lin, “Ratio-and-Scale-Aware YOLO for Pedestrian Detection,” IEEE Transactions on Image Processing, vol. 30, pp. 934-947, 2021. (SCI) (IF=11.041, Rank (12/276)=4.3% Topin ENGINEERING, ELECTRICAL & ELECTRONIC)
  19. Wei-Yen Hsu* and Chi-Jui Chung, “A Novel Eye Center Localization Method for Head Poses with Large Rotations,” IEEE Transactions on Image Processing, vol. 30, pp. 1369-1381, 2021. (SCI) (IF=11.041, Rank (12/276)=4.3% Top in ENGINEERING, ELECTRICAL & ELECTRONIC)
  20. Wei-Yen Hsu* and Han-Chang Cheng, “A Fast and Effective System for Detection of Neonatal Jaundice with a Dynamic Threshold White Balance Algorithm,” Healthcare, vol. 9, 1052, 2021. (SCI & SSCI)
  21. Wei-Yen Hsu* and Han-Chang Cheng, “A Novel Automatic White Balance Method for Color Constancy Under Different Color Temperatures,” IEEE Access, vol. 9, pp. 111925-111937, Aug. 2021. (IF=3.9, Rank (100/275)in COMPUTER SCIENCE, INFORMATION SYSTEMS)
  22. Wei-Yen Hsu* and Wen-Yen Lin, “Adaptive Fusion of Multi-Scale YOLO for Pedestrian Detection,” IEEE Access, vol. 9, pp. 110063-110073, Aug. 2021. (IF=3.9, Rank (100/275) in COMPUTER SCIENCE, INFORMATION SYSTEMS)
  23. Wei-Yen Hsu* and Yi-Sin Chen, “Single Image Dehazing Using Wavelet-based Haze-Lines and Denoising,” IEEE Access, vol. 9, pp. 104547-104559, July 2021. (IF=3.9, Rank (100/275) in COMPUTER SCIENCE, INFORMATION SYSTEMS)
  24. Chong-Bin Tsai, Wei-Yu Hung and Wei-Yen Hsu*, “A Fast and Effective System for Analysis of Optokinetic Waveforms with a Low-Cost Eye Tracking Device,” Healthcare, vol. 9, no. 1, 10, 2021. (SCI & SSCI)
  25. Wei-Yen Hsu*, Chih-Cheng Lu, and Yuan-Yu Hsu, “Improving Segmentation Accuracy of CT Kidney Cancer Images Using Adaptive Active Contour Model,” Medicine, vol. 99, no. 47, pp. 1-5, Nov. 2020. (SCI)
  26. Wei-Yen Hsu*, “Automatic Compensation for Defects of Laser Reflective Patterns in Optics-Based Auto-Focusing Microscopes,” IEEE Sensors Journal, vol. 20, no. 4, pp. 2034-2044, Feb. 2020. (SCI) (IF=4.325, Rank (14/64) in INSTRUMENTS & INSTRUMENTATION)
  27. Wei-Yen Hsu*, “A customer-oriented skin detection and care system in telemedicine applications,” Electronic Library, vol. 37, no. 6, pp. 1007-1021, Dec. 2019. (SSCI)
  28. Hsueh-Lin Wang, Wei-Yen Hsu, Ming-Hsueh Lee, Hsu-Huei Weng, Sheng-Wei Chang, Jen-Tsung Yang, and Yuan-Hsiung Tsai*, “Automatic Machine-Learning-Based Outcome Prediction in Patients with Primary Intracerebral Hemorrhage,” Frontiers in Neurology (section Stroke), vol. 10, article 910, Aug. 2019. (Stroke Editor's Pick 2021) (SCI)
  29. Wei-Yen Hsu*, “Automatic left ventricle recognition, segmentation and tracking in cardiac ultrasound image sequences,” IEEE Access, vol. 7, no. 1, pp. 140524-140533, Dec. 2019. (SCI) (IF=3.9, Rank (100/275) in COMPUTER SCIENCE, INFORMATION SYSTEMS)
  30. Wei-Yen Hsu*, “A decision-making mechanism for assessing risk factor significance in cardiovascular diseases,” Decision Support Systems, vol. 115, pp. 64-77, Nov. 2018. (SCI) (IF=7.5, Rank (10/86)=11.6% Topin OPERATIONS RESEARCH & MANAGEMENT SCIENCE) (科技部資管排名與推薦期刊) (中正資管A list期刊) 
  31. Wei-Yen Hsu*, “Interaction, Extraction and Analyses of Consumer Reviews: A novel e-Billboard System,” Telematics and Informatics, vol. 35, no. 7, pp. 2099-2106, Oct. 2018. (SSCI) (IF=9.140, Rank (4/84)=4.7% Top in INFORMATION SCIENCE & LIBRARY SCIENCE) (中正資管A list期刊)
  32. Wei-Yen Hsu*, “Automatic pedestrian detection in partially occluded single image,” Integrated Computer-Aided Engineering, vol. 25, no. 4, pp. 369-379, Sep. 2018. (SCI) (IF=6.5, Rank (12/90)=13.3% Top in ENGINEERING, MULTIDISCIPLINARY)
  33. Shari S.C. Shang, Wei-Yen Hsu*, Hsiao-Ting Tseng, Jen Jen Jiang, and Chieh-Jen Chiang, “An Empirical Study on the Effects of an Enterprise Fan Page,” Journal of Organizational Computing and Electronic Commerce, vol. 28, no. 3, pp. 252-268, July 2018. (SCI) (科技部資管排名與推薦期刊) (中正資管A list期刊)
  34. Wei-Yen Hsu*, “A Wireless Brainwave-Driven System for Daily-Life Analyses and Applications,” Telematics and Informatics, vol. 34, no. 8, pp. 1793-1801, Dec. 2017. (SSCI) (IF=9.140, Rank (4/84)=4.7% Top in INFORMATION SCIENCE & LIBRARY SCIENCE) (中正資管A list期刊)
  35. Jyun-Cheng Huang, Chien-Sheng Liu*, Pei-Ju Chiang, Wei-Yen Hsu, Jian-Liang Liu, Bai-Hao Huang, Shao-Ru Lin, "Design and experimental validation of novel 3D optical scanner with zoom lens unit," Measurement Science and Technology, vol. 28, no. 10, 105904, Sep. 2017. (SCI)
  36. Hsiao-Ting Tseng, Hsin-Ginn Hwang, Wei-Yen Hsu*, Pei-Chin Chou, and I-Chiu Chang, "IoT-Based Image Recognition System for Smart Home-Delivered Meal Services," Symmetry, vol. 9, no. 125, pp. 1-12, July 2017. (SCI)
  37. Wei-Yen Hsu*, “Interactive e-Billboard Combined with Guide System Using Kinect,” Telematics and Informatics, vol. 34, no. 8, pp. 1408-1418, Dec. 2017. (SSCI) (IF=9.140, Rank (4/84)=4.7% Top in INFORMATION SCIENCE & LIBRARY SCIENCE) (中正資管A list期刊)
  38. Ya-Ping Hu, I-Chiu Chang, and Wei-Yen Hsu*, “Mediating Effects of Business Process for International Trade Industry on the relationship between Information Capital and Company Performance” International Journal of Information Management, vol. 37, no. 5, pp. 473-483, Oct. 2017. (SSCI) (IF=21.0, Rank (1/84)=1.1% Top in INFORMATION SCIENCE & LIBRARY SCIENCE) (科技部資管排名與推薦期刊) (中正資管A list期刊)
  39. Wei-Yen Hsu*, “An integrated-mental brainwave system for analyses and judgments of consumer preference,” Telematics and Informatics, vol. 34, no. 5, pp. 518-526, Aug. 2017. (SSCI) (IF=9.140, Rank (4/84)=4.7% Topin INFORMATION SCIENCE & LIBRARY SCIENCE) (中正資管A list期刊)
  40. Wei-Yen Hsu*, “A hybrid approach for brain image registration with local constraints,” Integrated Computer-Aided Engineering, vol. 24, no. 1, pp. 73-85, Jan. 2017. (SCI) (IF=6.5, Rank (12/90)=13.3% Top in ENGINEERING, MULTIDISCIPLINARY)
  41. Wei-Yen Hsu* and Yan-Chieh Lee, “Rat Brain Registration Using Improved Speeded Up Robust Features,” Journal of Medical and Biological Engineering, vol. 37, no. 1, pp. 45-52, Feb. 2017. (SCI)
  42. Wei-Yen Hsu*, “Clustering-based compression connected to cloud databases in telemedicine and long-term care applications,” Telematics and Informatics, vol. 34, no. 1, pp. 299-310, Feb. 2017. (SSCI) (IF=9.140, Rank (4/84)=4.7% Top in INFORMATION SCIENCE & LIBRARY SCIENCE) (中正資管A list期刊)
  43. Wei-Yen Hsu*, “Automatic Atrium Contour Tracking in Ultrasound Imaging,” Integrated Computer-Aided Engineering, vol. 23, no. 4, pp. 401-411, Oct. 2016. (SCI) (IF=6.5, Rank (12/90)=13.3% Top in ENGINEERING, MULTIDISCIPLINARY)
  44. Wei-Yen Hsu*, “Brain-computer interface connected to telemedicine and telecommunication in virtual reality applications,” Telematics and Informatics, vol. 34, no. 4, pp. 224-238, July 2017. (SSCI) (IF=9.140, Rank (4/84)=4.7% Top in INFORMATION SCIENCE & LIBRARY SCIENCE) (中正資管A list期刊)
  45. Wei-Yen Hsu*, “Single-Trial EEG Analysis Using Similarity Measure,” Bio-Medical Materials and Engineering, vol. 26, no. 3-4, pp. 161-168, Dec. 2015. (SCI)
  46. Wei-Yen Hsu*, “Assembling a Multi-feature EEG Classifier for Left-Right Motor Data Using Wavelet-based Fuzzy Approximate Entropy for Improved Accuracy,” International Journal of Neural Systems, vol. 25, no. 8, 1550037, Dec. 2015. (SCI) (IF=8.0, Rank (25/145)=17.2% Top in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
  47. Wei-Yen Hsu*, “A Novel Image Registration Algorithm for Indoor and Built Environment Applications,” Computer-Aided Civil and Infrastructure Engineering, vol. 30, no. 10, pp. 802-814, Oct. 2015. (SCI) (IF=11.775, Rank (1/137)=0.7% Top in ENGINEERING, CIVIL)
  48. Wei-Yen Hsu* and Ching-Yao Chou, “Medical Image Enhancement Using Modified Color Histogram Equalization,” Journal of Medical and Biological Engineering, vol. 35, no. 5, pp. 580-584, Oct. 2015. (SCI)
  49. Wei-Yen Hsu*, “Segmentation-based compression: New frontiers of telemedicine in telecommunication,” Telematics and Informatics, vol. 32, no. 3, pp. 475-485, Aug. 2015. (SSCI) (IF=9.140, Rank (4/84)=4.7% Topin INFORMATION SCIENCE & LIBRARY SCIENCE) (中正資管A list期刊)
  50. Wei-Yen Hsu*, “Enhancing the Performance of Motor Imagery EEG Classification Using Phase Features,” Clinical EEG and Neuroscience, vol. 46, no. 2, pp. 113-118, Apr. 2015. (SCI)
  51. Wei-Yen Hsu*, “Brain-computer interface: The next frontier of telemedicine in human-computer interaction,” Telematics and Informatics, vol. 32, no. 1, pp. 180-192, Feb. 2015. (SSCI) (IF=9.140, Rank (4/84)=4.7% Topin INFORMATION SCIENCE & LIBRARY SCIENCE) (中正資管A list期刊)
  52. Wei-Yen Hsu* and Ya-Ping Hu, “Artificial Bee Colony Algorithm for Single-Trial Electroencephalogram Analysis,” Clinical EEG and Neuroscience, vol. 46, no. 2, pp. 119-125, Apr. 2015. (SCI)
  53. Wei-Yen Hsu* and Kuei-Wan Chen, “Segmentation-based Image Compression Using Modified Competitive Network,” Journal of Medical and Biological Engineering, vol. 34, no. 6, pp. 542-546, Dec. 2014. (SCI)
  54. Wei-Yen Hsu*, “Motor Imagery EEG Discrimination Using the Correlation of Wavelet Features,” Clinical EEG and Neuroscience, vol. 46, no. 2, pp. 94-99, Apr. 2015. (SCI)
  55. Wei-Yen Hsu*, “Motor Imagery Electroencephalogram Analysis Using Adaptive Neural-Fuzzy Classification,” International Journal of Fuzzy Systems, vol. 16, no. 1, pp. 111-120, Mar. 2014. (SCI) (IF=4.673, Rank (35/162) in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
  56. Wei-Yen Hsu*, “Application of Quantum-behaved Particle Swarm Optimization to Motor Imagery EEG Classification,” International Journal of Neural Systems, vol. 23, no. 6, 1350026, Dec. 2013. (SCI) (IF=8.0, Rank (25/145)=17.2% Top in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
  57. Wei-Yen Hsu*, "A practical approach based on analytic deformable algorithm for scenic image registration," PLoS ONE, vol. 8, no. 6, e66656, June 2013. (SCI)
  58. Wei-Yen Hsu*, “Improving the Classification Accuracy of Motor Imagery EEG Using a Genetic Feature Selection Method,” Clinical EEG and Neuroscience, vol. 45, no. 3, pp. 163-168, July 2014. (SCI)
  59. Wei-Yen Hsu*, "Embedded Grey Relation Theory in Hopfield Neural Network: Application to Motor Imagery EEG Recognition," Clinical EEG and Neuroscience, vol. 44, no. 4, pp. 257-264, Oct. 2013. (SCI)
  60. Wei-Yen Hsu*, “Single-trial motor imagery classification using asymmetry ratio, phase relation, wavelet-based fractal, and their selected combination,” International Journal of Neural Systems, vol. 23, no. 2, 1350007, Apr. 2013. (SCI) (IF=8.0, Rank (25/145)=17.2% Top in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
  61. Wei-Yen Hsu*, “Application of Prediction and Multiscale Synchronization to Brain-Computer Interface,” Journal of Medical and Biological Engineering, vol. 34, no. 2, pp.137-143, Apr. 2014. (SCI)
  62. Wei-Yen Hsu*, “Independent Component Analysis and Multiresolution Asymmetry Ratio for Brain Computer Interface,” Clinical EEG and Neuroscience, vol. 44, no. 2, pp. 105-111, Apr. 2013. (SCI)
  63. Wei-Yen Hsu*, “Registration Accuracy and Quality of Real-Life Images,” PLoS ONE, vol. 7, no. 7, e40558, July 2012. (SCI)
  64. Wei-Yen Hsu*, “Embedded Prediction in Feature Extraction: Application to Single-Trial EEG Discrimination,” Clinical EEG and Neuroscience, vol. 44, no. 1, pp. 31-38, Jan. 2013. (SCI)
  65. Wei-Yen Hsu*, “Application of Competitive Hopfield Neural Network to Brain-Computer Interface Systems,” International Journal of Neural Systems, vol. 22, no. 1, pp. 51-62, Feb. 2012. (SCI) (IF=8.0, Rank (25/145)=17.2% Top in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
  66. Wei-Yen Hsu*, “Improved Watershed Transform for Tumor Segmentation: Application to Mammogram Image Compression,” Expert Systems with Applications, vol. 39, no. 4, pp. 3950-3955, Mar. 2012. (SCI) (IF=8.665, Rank (23/276)=8.3% Top in OPERATIONS RESEARCH & MANAGEMENT SCIENCE)
  67. Wei-Yen Hsu*, Chao-Hung Lin, Hsien-Jen Hsu, Po-Hsun Chen, I-Ru Chen, “Wavelet-based Envelope Features with Automatic EOG Artifact Removal: Application to Single-Trial EEG Data,” Expert Systems with Applications, vol. 39, no. 3, pp. 2743-2749, Feb. 2012. (SCI) (IF=8.665, Rank (23/276)=8.3% Top in OPERATIONS RESEARCH & MANAGEMENT SCIENCE)
  68. Wei-Yen Hsu*, “Enhanced active segment selection for single-trial EEG classification,” Clinical EEG and Neuroscience, vol. 43, no. 2, pp. 87-96, Apr. 2012. (SCI)
  69. Wei-Yen Hsu*, “Fuzzy Hopfield Neural Network Clustering for Single-Trial Motor Imagery EEG Classification,” Expert Systems with Applications, vol. 39, no. 1, pp. 1055-1061, Jan. 2012. (SCI) (IF=8.665, Rank (23/276)=8.3% Top in OPERATIONS RESEARCH & MANAGEMENT SCIENCE)
  70. Wei-Yen Hsu*, Yu-Chuan Li, Chien-Yeh Hsu, Chien-Tsai Liu, and Hung-Wen Chiu, “Application of Multiscale Amplitude Modulation Features and FCM Clustering to Brain-Computer Interface,” Clinical EEG and Neuroscience, vol. 43, no. 1, pp. 32-38, Jan. 2012. (SCI)
  71. Wei-Yen Hsu*, “Continuous EEG signal analysis for asynchronous BCI application,” International Journal of Neural Systems, vol. 21, no. 4, pp. 335-350, Aug. 2011. (SCI) (IF=8.0, Rank (25/145)=17.2% Top in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
  72. Wei-Yen Hsu*, “EEG-based Motor Imagery Classification using Enhanced Active Segment Selection and Adaptive Classifier,” Computers in Biology and Medicine, vol. 41, no. 8, pp. 633-639, Aug. 2011. (SCI) (IF= IF=7.7, Rank (4/55)=7.2% Top in MATHEMATICAL & COMPUTATIONAL BIOLOGY)
  73. Wei-Yen Hsu*, “Analytic differential approach for robust registration of rat brain histological images,” Microscopy Research and Technique, vol. 74, no. 6, pp. 523-530, June 2011. (SCI)
  74. Ching-Chi Chen, Wei-Yen Hsu*, Shih-Hsuan Chiu, and Yung-Nien Sun, “An efficient algorithm for point set registration using analytic differential approach,” IEICE Transactions on Information and Systems, vol. E93-D, no. 11, pp. 3100-3107, Nov. 2010. (SCI)
  75. Wei-Yen Hsu*, “EEG-based motor imagery classification using neuro-fuzzy prediction and wavelet fractal features,” Journal of Neuroscience Methods, vol. 189, no. 2, pp. 295-302, June 2010. (SCI)
  76. Wei-Yen Hsu and Yung-Nien Sun*, “EEG-based motor imagery analysis using weighted wavelet transform features,” Journal of Neuroscience Methods, vol. 167, no. 2, pp. 310-318, Jan. 2009. (SCI)
  77. Wei-Yen Hsu, Wai-Fung Paul Poon, and Yung-Nien Sun*, “Automatic seamless mosaicing of microscopic images: Enhancing appearance with color degradation compensation and wavelet-based blending,” Journal of Microscopy-Oxford, vol. 231, no. 3, pp. 408-418, Sep. 2008. (SCI)
  78. Wei-Yen Hsu, Chou-Ching Lin, Ming-Shaung Ju, and Yung-Nien Sun*, “Wavelet-based fractal features with active segment selection: Application to single-trial EEG data,” Journal of Neuroscience Methods, vol. 163, no. 1, pp. 145-160, June 2007. (SCI)

 

Patent

  1. 許巍嚴，“影像的色彩衰退補償方法”，台灣發明專利。 (核准公告發證：1/11/2016; 專利證書號：I517098)

  2. Wei-Yen Hsu, “COLOR DEGRADATION COMPENSATION METHOD,” US Invention Patent. (核准公告發證：9/20/2016; 專利證書號：US9448396B2)

  3. 許巍嚴、許祐實，“雷射光學反射影像的缺陷補償法”，台灣發明專利。 (核准公告發證：9/11/2015; 專利證書號：I499823)

  4. 許巍嚴、林相延、范恕端，“應用於彩色影像的資料分群法”，台灣發明專利。 (核准公告發證：1/21/2016; 專利證書號：I518632)

  5. 許巍嚴，“影像增強方法”，台灣發明專利。 (核准公告發證：8/11/2017; 專利證書號：I595449)

  6. 許巍嚴，“視網膜血管影像的攫取方法”，台灣發明專利。(核准公告發證：5/21/2017; 專利證書號：I584226)

  7. 許巍嚴，“光學圖像的缺陷補償方法”，台灣發明專利。(核准公告發證：7/01/2017; 專利證書號：I590191)

  8. 許巍嚴，“影像增強方法”，台灣發明專利。(核准公告發證：6/11/2017; 專利證書號：I587245)

  9. 許巍嚴、張乃恩，“影像處理方法及非暫態電腦可讀取記錄媒體”，台灣發明專利。(核准公告發證：10/1/2018; 專利證書號：I637351)

  10. Wei-Yen Hsu and Nai-En Chang, "Image Processing Method and Non-Transitory Computer-Readable Storage Medium," US Invention Patent. (核准公告發證：2/5/2019; 專利證書號：US10,198,652)

  11. 許巍嚴、李成軒，“應用於表情辨識之拓展式局部二值模式方法及其系統”，台灣發明專利。(核准公告發證：3/21/2020; 專利證書號：I688902)

  12. 許巍嚴、鍾季叡、林文彥，“影像缺陷條紋之移除方法及其系統”，台灣發明專利。(核准公告發證：2/21/2021; 專利證書號：I719490)

  13. 許巍嚴、李成軒，“應用於深度學習之預特徵萃取方法”，台灣發明專利，台灣發明專利。(核准公告發證：3/21/2021; 專利證書號：I722383)

  14. Wei-Yen Hsu, Chi-Jui Chung and Wen-Yen Lin, “Image Grid Line Removing Method and System Thereof,” US Invention Patent. (核准公告發證：10/19/2021; 專利證書號：US11,151,701)

  15. 許巍嚴、鍾季叡，“眼睛中心定位方法及其系統”，台灣發明專利。(核准公告發證：12/1/2021; 專利證書號：I748596)

  16. 許巍嚴、鄭漢昌，“影像白平衡方法及其系統”，台灣發明專利。(核准公告發證：6/11/2022; 專利證書號：I767750)

  17. 許巍嚴、鍾季叡，“眼睛中心定位方法及其定位系統”，台灣發明專利。(核准公告發證：6/21/2022; 專利證書號：I768913)

  18. 許巍嚴、蔡承翰，“單圖像除雨方法及其系統”，台灣發明專利。(核准公告發證：10/11/2022; 專利證書號：I780884)

  19. 許巍嚴、簡珮雯，“超解析影像處理方法及其系統”，台灣發明專利。(核准公告發證：11/11/2022; 專利證書號：I783834)

  20. 許巍嚴、鄭雅文，“時間頻域通道加權強化腦電波訊號分類之方法及其系統”，台灣發明專利。(核准公告發證：8/1/2023; 專利證書號：I810988)

  21. Wei-Yen Hsu and Chi-Jui Chung, “EYE CENTER LOCALIZATION METHOD AND LOCALIZATION SYSTEM THEREOF,” US Invention Patent. (核准公告發證：9/26/2023; 專利證書號：US11,769,347)

 

Competition

  1. 榮獲 教育部資通訊軟體創新人才推升計畫 『2016年第46次ITSA線上程式設計競賽』績優團隊 (擔任指導老師)。

  2. 2017 TSOC軟體創作達人暑期成長營 "由網站、APP與Beacon共同建構出的嘉義i憩頭旅遊生態系實例分享"，入圍縣市政府專案題目第二階段開發與完成結案；且完成期末審查、通過期末晉級， 得以出席於成大舉辦的成果發表會，榮獲成果發表會佳作團隊獎 (擔任指導老師) (資通訊軟體創新人才推升計畫)。

  3. 榮獲 ITSA教育部智慧創新跨域人才培育計畫-學習服務推動分項『2021年ITSA全國大專校院程式設計極客挑戰賽』第二名與獎金3萬元 (擔任指導老師)。

  4. 榮獲ITSA教育部智慧創新跨域人才培育計畫-學習服務推動分項『2022年ITSA全國大專校院程式設計極客挑戰賽』第二名殊榮，以及獎金3萬元(擔任指導老師)。

 

Selected Conference Paper

  1. Wei-Yen Hsu, Hung-Wen Chiu, "Wavelet-fractal features and enhanced segment selection for motor-imagery EEG classification," in Proc. 2012 International Conference on Information Communication Technologies in Health, pp. 37-46, Samos, Greece, July 2012.

  2. Wei-Yen Hsu, Hung-Wen Chiu, "A BCI Analysis System for Single-Trial Finger-Lifting Discrimination," in Proc. 24th European Medical Informatics Conference, Id:30, Pisa, Italy, Aug. 2012.

  3. Wei-Yen Hsu and I-Jen Chiang, "Application of Neural Network to Brain-Computer Interface," in Proc. The 2012 IEEE International Conference on Granular Computing (Symposium on Cloud Computing and the Web(CW2012)), CW204, HangZhou, China, Aug. 2012.

  4. Wei-Yen Hsu, “Color Compensation for Cloud Shadows,” in Proc. The 33rd Asian Conference on Remote Sensing (ACRS2012), ID:384, Pattaya, Thailand, Nov. 2012.

  5. Wei-Yen Hsu, Ya-Han Hu, Chia-Lun Lo, and Chih-Wei Huang, “Multi-resolution Histogram-based K-Means Clustering for Image Segmentation,” in Proc. The 51st Annual Congress of Japan Society for Healthcare Administration, #10052, Kyoto, Japan, Sep. 2013.

  6. Yu-Shih Hsu, Wei-Yen Hsu, Shu-Duan Fan, Hsiang-Yen Lin, Chien-Sheng Liu, and Sheng-Hong Jiang, “Application of Image Processing to Laser Reflective Pattern for Multi-layer Auto-focusing System,” in Proc. The 7th International Conference on Sensing Technology, Wellington, New Zealand, Dec. 2013.

  7. Wei-Yen Hsu, “Application of Blind Source Separation to Single-Trial EEG Classification,” in Proc. The 27th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2014), #55, E4-1, Kenting, Taiwan, Aug. 2014.

  8. Wei-Yen Hsu, Ganesh R. Naik, and Hung T. Nguyen, “Single-Trial EEG Analysis Using Similarity Measure,” in Proc. 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), #1502, Chicago, USA, Aug. 2014.

  9. Wei-Yen Hsu, “Single-Trial EEG Analysis Using Similarity Measure,” in Proc. 2015 International Conference on Internet Studies (NETs 2015), #24, Tokyo, Japan, July 18-19, 2015.

  10. Wei-Yen Hsu, “Building Image Registration,” in Proc. 2015 Macau Conference on Engineering, Technology, and Applied Science (CETA2015), #1016, Macau, China, July 7-9, 2015.

  11. Wei-Yen Hsu, Chi-Fan Wang, “Similarity Analysis for Motor-Imagery EEG Discrimination,” in Proc. The 28th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2015), #68, Yilan, Taiwan, Aug. 2015.

  12. Wei-Yen Hsu, Chieh-Jen Chiang, “Digital Still Image Registration Using Analytic Differential Approach,” in Proc. The 28th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2015), #69, Yilan, Taiwan, Aug. 2015.

  13. Wei-Yen Hsu, “Time-frequency feature representation for single-trial EEG analysis,” in Proc. 2015 Cell Symposia: Engineering the Brain: Technologies for Neurobiological Applications (CSFN2015), #0036, Chicago, IL, USA, Oct. 15-16, 2015.

  14. Wei-Yen Hsu, Kun-Sin Lien, Yu-Chan Wang, Yu-Ting Zheng, and Guan-Han Li, “Real-Time Driving Monitor System: Combined Cloud Database with GPS,” in Proc. 2016 Hawaii International Conference on System Sciences (HICSS-49), pg. 1740-1748, Grand Hyatt, Kauai, Jan. 5-8, 2016. (科技部資管推薦頂級會議期刊)

  15. Wei-Yen Hsu, “A Novel Analytic Algorithm for Building Image Registration,” in Proc. The 8th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA2016), #129, Macau, China, March 11-12, 2016. (EI)

  16. Wei-Yen Hsu, “Still Image Alignment,” in Proc. 2016 International Conference on Internet Studies (NETs 2016), #126, Osaka, Japan, July 22-24, 2016.

  17. Wei-Yen Hsu, Nai-En Chang, Yi-Ting Lin, Kuan-Ying Chen, and Chih-Xiang Hsu “Photograph Taking and Music Selection Using Brainwave Control,” in Proc. The 20th Pacific Asia Conference on Information Systems (PACIS 2016), #255, Chiayi, Taiwan, June 27-July 1, 2016. (科技部資管推薦亞太會議期刊)

  18. Wei-Yen Hsu, Jun-Yi Lu, Chih-Chia Chien, Meng-Chiu Hsieh, and Yu-Hsiang Wang, “Emotion and Concentration Integrated System: Applied to the Detection and Analysis of Consumer Preference,” in Proc. 2017 Hawaii International Conference on System Sciences (HICSS-50), pg. 1512-1521, Hilton Waikoloa Village, Hawaii, Jan. 4-7, 2017. (科技部資管推薦頂級會議期刊)

  19. Wei-Yen Hsu, “Single-Trial Electroencephalogram Classification Using Fuzzy Logic and Approximate Entropy,” in Proc. The 8th International Conference on Advances in Information Technology (IAIT2016), IT0048A, University of Macau, China, Dec. 19-22, 2016.

  20. Wei-Yen Hsu, “Significant Area Selection for Brain-Computer Interface Classification,” in Proc. 2017 International Conference on Internet Studies (NETs 2017), #14, Bali, Indonesia, July 14-16, 2017.

  21. Wei-Yen Hsu, Nai-En Chang, and Yung-Yu Shiu, “Combining Deep Learning and Active Shape Model for the Automated Segmentation of the Left Ventricle of the Heart from Ultrasound Data,” in Proc. 2017 International Conference on Graphics and Signal Processing (ICGSP 2017), P035, Singapore, June 24-27, 2017. (EI)

  22. Wei-Yen Hsu and Nai-En Chang, “Automatic Segmentation of Left Ventricle from Ultrasound Image Sequence Using Deep Learning and ASM,” in Proc. 30th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2017), #69, Nantou, Taiwan, August 21-23, 2017.

  23. Wei-Yen Hsu and Nai-En Chang, “Application of Brain Switch Control to Daily Life,” in Proc. 2018 Hawaii International Conference on System Sciences (HICSS-51), pg. 4012-4021, Hilton Waikoloa Village, Hawaii, Jan. 3-6, 2018. (ISBN: 978-0-9981331-1-9) (科技部資管推薦頂級會議期刊)

  24. Wei-Yen Hsu, “BLIND SOURCE SEPARATION FROM ELECTROENCEPHALOGRAM SIGNALS,” in Proc. 2018 International Conference on Internet Studies (NETs 2018), #76, Takamatsu, Japan, April 2-4, 2018.

  25. Wei-Yen Hsu “IoT Sensor for Image Recognition Applications,” in Proc. 6th International Symposium on Sensor Science (I3S 2018) and 4th SPINTECH Technology Thesis Award, ciforum-019199, Kenting, Taiwan, 6-8 Aug. 2018.

  26. Cheng-Xuan Li, Wei-Yen Hsu*, “A Novel Approach for Facial Expression Recognition,” in Proc. 31th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2018), #5, Tainan, Taiwan, August 19-21, 2018.

  27. Wei-Yen Hsu*, “Cardiac ultrasound left ventricular image sequence tracking,” in Proc. 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (IEEE-EMSB BHI 2019), #627 (1570547887) (Rapid Fire Session #2 & Poster Session #2 from Tue, May 21, 2019 16:00 until 19:10 (127th paper) in Meeting Room AB (1.5 min.)), Chicago, IL. USA, May 19-22 2019.

  28. Hsiao-Ting Tseng, Chia-Lun Lo, Hsieh-Hong Huang, Li-Kun Huang and Wei-Yen Hsu*, “Color-Based Image Recognition System for Smart Weeding Service,” in Proc. The 23th Pacific Asia Conference on Information Systems (PACIS 2019), #219, Xi'an, China, July 8-12, 2019. (科技部資管推薦亞太會議期刊)

  29. Wei-Yen Hsu*, “Color-Based K-Means Clustering for Use in Image Segmentation,” in Proc. 2019 6th International Conference on Mechanical, Electronics and Computer Engineering (CMECE 2019), #MEC002-A, Hong Kong, China, August 25-28, 2019.

  30. Chi-Jui Chung, You-Jhen Li, Chia-Hsin Tsai, Wn-Yen Lin, Juei-Fu Hsiao, Wei-Yen Hsu*, “A Novel Eye Center Localization Approach,” in Proc. 32h IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2019), #PR-0002, Taitung, Taiwan, August 25-27, 2019.

  31. Wen-Yen Lin, Chia-Hsin Tsai, You-Jhen Li, Chi-Jui Chung, Juei-Fu Hsiao, Wei-Yen Hsu*, “A improved YOLO for pedestrian detection,” in Proc. 32h IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP2019), #CV-0013, Taitung, Taiwan, August 25-27, 2019.

  32. Wei-Yen Hsu*, “Cardiac left ventricular ultrasound image sequence recognition and tracking,” in Proc. 19th IEEE International Conference on BioInformatics and BioEngineering (IEEE BIBE 2019), #69, (BIOMED/BIOENGR-12 BM12: Sensors-Vessels-2; Session Chairs: V. Koutkias) Athens, Greece, Oct. 28-30, 2019.

  33. Wei-Yen Hsu*, Yen-Yao Wang, Tawei (David) Wang, Hsien-Jen Hsu, “Toward A More Effective Approach to Predict Osteoporosis: Integrating Image Analytics with Clinical Risk Factors,” in Proc. AMIA 2022 Informatics Summit, 40016, S13, Swissotel, Chicago, March 21-24, 2022.

  34. Wei-Yen Hsu* and Ya-Wen Cheng, “Low-Cost Eye Tracker for OKN Analysis,” in Proc. IEEE-EMBS international conference on Biomedical and Health Informatics (BHI'22) jointly organized with the 17th IEEE-EMBS international conference on Wearable and Implantable Body Sensors Networks (BSN'22) (IEEE BHI-BSN 2022), #1570832814, Ioannina, Greece, Sep. 27-30, 2022.

  35. Wei-Yen Hsu* “Fuzzy Approximate Entropy and Extreme Learning Machine for Two-Class Motor-Imagery Classification,” in Proc. IEEE-EMBS international conference on Biomedical and Health Informatics (BHI'22) jointly organized with the 17th IEEE-EMBS international conference on Wearable and Implantable Body Sensors Networks (BSN'22) (IEEE BHI-BSN 2022), #1570833898, Ioannina, Greece, Sep. 27-30, 2022.

  36. Wei-Yen Hsu* and Wan-Jia Wu, “Object Detection Using Structure-Preserving Wavelet Pyramid Reflection Removal Network,” in Proc. 2023 IEEE International Instrumentation and Measurement Technology Conference (IEEE I2MTC), Kuala Lumpur, Malaysia, May 22-25 2023.

  37. Wei-Yen Hsu* and Pei-Wen Jian, “Detail-Enhanced Wavelet Residual Network for Single Image Super-Resolution,” in Proc. 2023 IEEE International Instrumentation and Measurement Technology Conference (IEEE I2MTC), Kuala Lumpur, Malaysia, May 22-25 2023.

  38. Wei-Yen Hsu* and Pei-Ci Chen, “Pedestrian Detection Using Stationary Wavelet Dilated Residual Super-Resolution,” in Proc. 2023 IEEE International Instrumentation and Measurement Technology Conference (IEEE I2MTC), Kuala Lumpur, Malaysia, May 22-25 2023.

 

Book

  1. Wei-Yen Hsu, “Wavelet-Fractal & Neuro-Fuzzy for Brain Computer Interface Application,” Edited by Holly Russell, LAP Lambert Academic Publishing, ISBN: 978-3-8465-0906-7.

  2. Wei-Yen Hsu, “Automatic Noise Removal and Phase Synchronization for Motor Imagery EEG Analysis,” Edited by Holly Russell, LAP Lambert Academic Publishing, ISBN: 978-3-659-38243-7.

 

Book Chapter

  1. Wei-Yen Hsu, Wai-Fung Paul Poon, and Yung-Nien Sun, “Three-dimensional vessel reconstruction from microscopic image sequence,” Book Chapter in Frontiers in Biomedical Engineering, Edited by N.H.C. Hwang and S. L.-Y. Woo, Kluwer Academic/Plenum Publisher, ISBN: 978-0-306-47716-4.

  2. Wei-Yen Hsu, “Neuro-Fuzzy Prediction for Brain-Computer Interface Applications,” Book Chapter in Fuzzy Inference System - Theory and Applications, Edited by Mohammad Fazle Azeem, InTech Open Access Publisher, ISBN: 978-953-51-0525-1.

  3. Wei-Yen Hsu, “Robust Registration of Histological Images: Techniques and Applications,” Book Chapter in Medical Imaging: Principles, Techniques and Applications, Edited by Maurizio D'Elia and Amedeo Madaffari, Nova Science Publishers, ISBN: 978-1-62081-049-1.

  4. Wei-Yen Hsu, “Active Segment Selection for Brain-Computer Interface Applications,” Book Chapter in Brain-Computer Interface, Edited by Reza Fazel-Rezai, InTech Open Access Publisher, ISBN: 980-953-307-960-3.

  5. Wei-Yen Hsu, “Practical Artifact Removal Brain-Computer Interface System: Application to Neuroprosthetics,” Book Chapter in Emerging Theory and Practice in Neuroprosthetics, Edited by Ganesh R. Naik and Yina Guo, IGI Global, pp. 265-277, ISBN: 978-1-4666-6095-3.

Print