Journal Publications

  1. Wen-Nung Lie and Yung-Chang Chen (Oct. 1988), “Moving Object Detection, Inspection, and Counting Using Image Stripe Analysis,” Pattern Recognition Letters 8, pp. 189-196.
  2. Wen-Nung Lie and Yung-Chang Chen (March 1990), “Robust Line Drawing Extraction for Polyhedra Using Weighted Polarized Hough Transform,” Pattern Recognition, Vol. 23, No. 3/4, pp. 261-274.
  3. Wen-Nung Lie, Ching-Wen Yu, and Yung-Chang Chen (Sep. 1990), “Model-Based Recognition and Positioning of Polyhedra Using Intensity-Guided Range Sensing and Interpretation in 3-D Space,” Pattern Recognition, Vol. 23, No. 9, pp. 983-997 (also reprinted on Selected Papers on Automatic Object Recognition, Hatem Nasr Ed., SPIE Milestone Series, Vol. MS 41, pp. 190-204).
  4. Wen-Nung Lie, Ching-Wen Yu, and Yung-Chang Chen (1992), “Integrating Intensity and Range Sensing to Construct 3-D Polyhedra Representations,” accepted by CVGIP and published in a book : Computer Vision and Image Processing, Edited by A. Rosenfeld and L. Shapiro, Academic Press, pp. 517-536.
  5. Wen-Nung Lie (July 1992), “Automatic Camera Gain and Pedestal Control for Adaptive    Scene Contrast Enhancement,” Journal of Electronic Imaging, Vol. 1, No. 3, pp. 244-251.
  6. Wen-Nung Lie (July 1993), “An Efficient Threshold-Evaluation Algorithm for Image Segmentation Based on Spatial Graylevel Co-occurrences,” Signal Processing 33, pp. 121-126.
  7. Wen-Nung Lie (July 1995), “Automatic Target Segmentation by Locally Adaptive Image Thresholding,” IEEE Trans. on Image Processing, Vol. 4, No. 7, pp. 1036-1041. (SCI, EI) (2010 IF=2.606, Ranking=20/247=8.1%)
  8. Wen-Nung Lie and Cheng-Hung Chuang (May 2001), “A fast and accurate snake model for object contour detection,” Electronic Letters, Vol.37, No.10, pp.624-626. (SCI, EI) (2010 IF= 1.001, Ranking=122/247=49.4%)
  9. Wen-Nung Lie and Cheng-Hung Chuang (May 2003), “Contour-Based Image Registration with Local Deformations,” Optical Engineering, Vol.42, No.5, pp.1405-1416, May 2003. (SCI, EI) (2010 IF=0.815, Ranking=49/78=62.8%)
  10. Guo-Shiang Lin, Hsuan T. Chang, Wen-Nung Lie, and Cheng-Hung Chuang (Aug. 2003), “A Public-key-based Optical Image Cryptosystem Based on Data Embedding Techniques,” Optical Engineering, Vol.42, No.8, pp.2331-2339, Aug. 2003. (2010 IF=0.815, Ranking=49/78=62.8%)
  11. Cheng-Hung Chuang and Wen-Nung Lie (Oct. 2004), “A Downstream Algorithm Based on Extended Gradient Vector Flow Field for Object Segmentation,” IEEE Trans. On Image Processing, Vol.13, No.10, pp.1379-1392, Oct. 2004. (SCI, EI) (2010 IF=2.606, Ranking= 20/247=8.1%)
  12. Wen-Nung Lie, Tom C.-I. Lin , Ting-Chih Lin, and Keng-Shen Hung (Jan. 2005), “A Robust Dynamic Programming Approach to Extract Skyline in Images for Navigation,” Pattern Recognition Letters, vol.26, no.2, pp.221-230, Jan. 2005. (2010 IF=1.213, Ranking= 62/108=57.4%)
  13. Wen-Nung Lie and Guo-Shiang Lin (Dec. 2005), “A feature-based classification technique for blind image steganalysis,” IEEE Trans. On Multimedia, Vol.7, No.6, pp.1007-1020, Dec. 2005. (SCI, EI) (2010 IF=1.684, Ranking=13/78=16.7%)
  14. Wen-Nung Lie and Li-Chun Chang, “Robust and High-quality Time-domain Audio Watermarking Based on Low-frequency Amplitude Modulation,” IEEE Trans. On Multimedia, Vol.8, No.1, pp.46-59, Feb. 2006. (SCI, EI) (2010 IF=1.684, Ranking=13/78=16.7%)
  15. Wen-Nung Lie, Tom C.-I. Lin, and Chia-Wen Lin, “Enhancing video error resilience by using data embedding techniques,” IEEE Trans. On Circuits and Systems for Video Technology, Vol.16, No.2, pp.300-308, Feb. 2006 (SCI, EI) (2010 IF=1.847, Ranking=51/247=20.8%)
  16. Wen-Nung Lie, Cheng-Hsiung Tseng, Tom C.I. Lin, Ming-Yang Tseng, and I-Cheng Ting, “Rate-Distortion-Smoothness Optimized Rate Allocation Schemes for Spectral Fine Granular Scalable (SFGS) Video Coding Technique,” Journal of Visual Communication and Image Representation, Vol.17, No.4, pp.799~829, Aug. 2006. (2010 IF=1.071, Ranking=46/99= 46.5%)
  17. Wen-Nung Lie and Zhi-Wei Gao, “Video Error Concealment by Integrating Greedy Sub-optimization and Adaptive Kalman Filtering Techniques,” IEEE Trans. On Circuits and Systems for Video Technology, Vol.16, No.8, pp.982-992, Aug. 2006 (SCI, EI). (2010 IF=1.847, Ranking=51/247=20.8%)
  18. Wen-Nung Lie, Guo-Shiang Lin, and Shen-Long Cheng, “Dual Protection of JPEG Images Based on Informed Embedding and Two-stage Watermark Extraction Techniques,” IEEE Trans. On Information Forensics and Security, Vol.1, No.3, pp.330-341, Sep. 2006. (2010 IF=1.725, Ranking=59/247=23.9%)
  19. Wen-Nung Lie and Tom C.-I. Lin, “Prescription-based Error Concealment Technique for Video Transmission on Error-Prone Channels,” Journal of Visual Communication and Image Representation, vol.18, no.4, pp.310-321, Aug. 2007. (SCI, EI) (2010 IF=1.071, Ranking= 46/99=46.5%)
  20. Huei-Yung Lin, Wen-Nung Lie, and Min-Liang Wang, “A Framework of View-Dependent Planar Scene Active Camouflage,” International Journal of Imaging Systems and Technology, vol.19, pp.167-174, 2009. (SCI, EI) (2011 IF=0.779, Ranking=153/245=62.4%)
  21. Hone-Ene Hwang, Hsuan T. Chang, and Wen-Nung Lie, “Fast double-phase retrieval in Fresnel domain using modified Gerchberg-Saxton algorithm for lensless optical security systems,” Optics Express, Vol.17, No.16, pp.13700-13710, Aug., 2009. (SCI, EI) (2011 IF=3.587, Ranking=6/79=7.6%)
  22. Hone-Ene Hwang, Hsuan T. Chang, and Wen-Nung Lie, “Multiple-image encryption and multiplexing using modified Gerchberg-Saxton algorithm and phase modulation in Fresnel transform domain,” Optics Letters, Vol.34, No.24, pp. 3917-3919, Dec. 2009. (2011 IF=3.399, Ranking=7/79=8.9%)
  23. Guo-Shiang Lin, Yi-Ting Chang, and Wen-Nung Lie, “A Framework of Enhancing Image Steganography with Picture Quality Optimization and Anti-steganalysis Based on Simulated Annealing Algorithm,” IEEE Trans. On Multimedia, Vol.12, No.5, pp.345-357, Aug. 2010. (SCI, EI) (2011 IF=1.935, Ranking=7/104=6.7%)
  24. Jui-Chiu Chiang, Wei-Chih Chen, Lien-Ming Liu, Kuo-Feng Hsu, and Wen-Nung Lie, “A Fast H.264/AVC-based Stereo Video Encoding Algorithm Based on Hierarchical Two-stage Neural Classification,” IEEE Journal of Selected Topics on Signal Processing (IEEE-J-STSP), Vol.5, No.2, pp.309-320, April 2011. (SCI, EI) (2011 IF=2.88, Ranking=21/245=8.6%)
  25. Wen-Nung Lie, Chun-Yu Chen, and Wei-Chih Chen, “2D to 3D Video Conversion with Key-frame Depth Propagation and Trilateral Filtering,” IET Electronics Letters, Vol.47, No.5, pp.319-321, March 2011. (SCI, EI) (2011 IF= 0.965, Ranking=131/245=53.5%)
  26. Hone-Ene Hwang, Hsuan T. Chang, and Wen-Nung Lie, “Lensless optical data embedding system using concealogram and cascaded digital Fresnel hologram,” Journal of the Optical Society of America A - Optics Image Science and Vision (JOSA-A), Vol.28, No.7, pp.1453-1461, July 2011. (SCI, EI) (2011 IF=1.562, Ranking=32/79=40.5%)
  27. Guo-Shiang Lin, Hsiang-Yun Huang, Wei-Chih Chen, Cheng-Ying Yeh, Kai-Che Liu, Wen-Nung Lie, “A Stereoscopic Video Conversion Scheme Based on Spatio-temporal Analysis of MPEG Videos,” EURASIP Journal on Advances in Signal Processing, 12 Nov. 2012. doi:10.1186/1687-6180-2012-237 (SCI, EI) (2011 IF=0.811, Ranking=151/245=61.6%)
  28. Chang-Ming Lee, Zhi-Heng Chiang, Dung-Chan Tsai, and Wen-Nung Lie, “Distributed video coding with block mode decision to reduce temporal flickering,” EURASIP Journal on Advances in Signal Processing, 1 Dec. 2013. doi:10.1186/1687-6180-2013-177 (SCI, EI) (2011 IF=0.811, Ranking=151/245=61.6%)
  29. Wen-Nung Lie, Chang-Ming Lee, Chung-Hua Yeh, and Zhi-Wei Gao, “Motion Vector Recovery for Video Error Concealment by Using Iterative Dynamic-programming Optimization,” IEEE Trans. On Multimedia, Vol.16, No.1, pp.216-227, Jan., 2014. (SCI, EI) (2011 IF=1.935, Ranking=7/104=6.7%)
  30. Guo-Shiang Lin, Chun-Yu Chen, Chun-Ting Kuo, Wen-Nung Lie, “A Computing Framework of Adaptive Support-window Multi-lateral Filter for Image and Depth Processing,” IEEE Trans on Broadcasting, Vol.60, No.3, pp.452-463, Sept. 2014. (SCI, EI) (2013 IF=2.652, Ranking=35/248=14.1%)
  31. Wen-Nung Lie and Guan-Hua Lin, “Error concealment for the transmission of H.264/AVC-compressed 3D video in color plus depth format,” Journal of Visual Communication and Image Representation, vol. 32, pp.237-245, Oct. 2015 (SCI, EI) (2014 IF=1.218, Ranking= 39/104=37.5%)
  32. Yen-Yu Wang, Atul Kumar, Kai-Che Liu, Shih-Wei Huang, Ching-Chun Huang, Wei-Chia Su, Fu-Li Hsiao, Wen-Nung Lie, “Stereoscopic augmented reality for single camera endoscopy: a virtual study,” Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, DOI: 10.1080/21681163.2016.1197798, 15 July 2016 (SCI)(2015 IF=1.850, Ranking= 39/104=37.5%, COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS)
  33. Guo-Shiang Lin, Jian-Fa Huang, and Wen-Nung Lie, “Key-frame-based Depth Propagation for Semi-automatic Stereoscopic Video Conversion,” Journal of Visual Communication and Image Representation, Volume 43, February 2017, pp. 127-137 (SCI, EI) (2016 IF=2.164, Ranking= 27/106, Q2)
  34. Hsiu-yu Lin, Yu-Ling Hsueh, and Wen-Nung Lie, “Convolutional Recurrent Neural Networks for Posture Analysis in Fall Detection,” Journal of Information Science and Engineering 34, pp.577-591, May 2018. (DOI: 10.6688/JISE.2018.34.3.1)(SCI), (2016 IF=0.468, Ranking= 141/146, Q4)
  35. Wen-Nung Lie, Chia-Yung Hsieh, Guo-Shiang Lin, “Key-frame-based Background Sprite Generation for Hole Filling in Depth Image-based Rendering,” IEEE Trans. On Multimedia, Vol. 20, No. 5, pp.1075-1087, May 2018. (DOI: 10.1109/TMM.2017.2763319)(SCI, EI) (2017 IF=3.977, Ranking=95.67%, (Computer science, software engineering category) Q1)
  36. Jui-Chiu Chiang, Kuan-Kai Peng, Chao-Chun Wu, Chih-You Deng, Wen-Nung Lie, “Fast intra mode decision and fast CU size decision for depth video coding in 3D-HEVC,” Signal Processing: Image Communication 71, pp.13-23, 2019. (DOI:10.1016j.image. 2018.10.009). (2017 IF=2.073, Ranking= 54.81% (Engineering, Electrical & Electronic Category), Q2)
  37. Wen-Nung Lie and Chia-Che Ho, “Multi-Focus Image Fusion and Depth Map Estimation Based on Iterative Region Splitting Techniques, Journal of Imaging 5(9): 73, Sept. 2019. (DOI: 10.3390/jimaging5090073)(2020 SCI Ranking=50%, Imaging Science & Photographic Technology, Q3)
  38. Yu-Ling Hsueh, Wen-Nung Lie, Guan-You Guo, “Human Behavior Recognition from Multiview Videos,” Information Sciences 517, pp. 275–296, Jan. 2020. (2019 IF=5.91, Ranking=94.52% (Computer science, Information Systems), Q1.
  39. Wen-Nung Lie, Shao-Ting Chiu, Yi-Kai Chen, Jui-Chiu Chiang, “Semi-automatic 2D-to-3D video conversion based on background sprite generation,” Journal of Visual Communication and Image Representation, Vol. 70, July 2020 (SCI, EI) (2019 IF=2.479, Ranking= 70.83%, (Computer science, software engineering category), Q2)
  40. Lee Aing and Wen-Nung Lie, “Detecting Object Surface Keypoints From a Single RGB Image via Deep Learning Network for 6-DoF Pose Estimation,” IEEE Access, Vol. 9, pp.77729-77741, June 2021. DOI: 10.1109/ACCESS.2021.3082406 (SCI, EI) (2019 IF=3.745, Ranking= 77.88%, (Computer science and Information System), (Q1)
  41. Jui-Chiu Chiang, Wen-Nung Lie*, Hsiu-Chen Huang, Kuan-Ting Chen, Jhih-Yuan Liang, Yu-Chia Lo, Wei-Hao Huang, “Posture Monitoring for Health Care of Bedridden Elderly Patients Using 3D Human Skeleton Analysis via Machine Learning Approach,” Appl. Sci. 2022 (2020 IF=2.679, Ranking= 59%, Category: Engineering, multidisciplinary), Volume 12, Issue 6, 3087 (Q2)
  42. Igor Morawski, Wen-Nung Lie*, Lee Aing, Jui-Chiu Chiang, and Kuan-Ting Chen, “Deep-Learning Technique for Risk-Based Action Prediction Using Extremely Low-Resolution Thermopile Sensor Array,” IEEE Trans. On Circuits and Systems for Video Technology, Vol. 33, No. 6, pp.2852-2863, 2023, DOI: 10.1109/TCSVT.2022.3229059 (SCI, EI). (2022 IF=8.4, Ranking=91.1%, Q1, ENGINEERING, ELECTRICAL & ELECTRONIC)
  43. Lee Aing, Wen-Nung Lie*, Guo-Shiang Lin, “Faster and Finer Pose Estimation for Multiple Instance Objects in a Single RGB Image,” Image and Vision Computing, Vol. 130, Feb. 2023, 104618. (SCI, EI). (2022 IF=4.7, Ranking=81.9%, Q1, in category of Computer Science and Software Engineering)
  44. Wen-Nung Lie*, Dao-Quang Le, Chun-Yu Lai, and Yu-Shin Fang, “Heart Rate Estimation from Facial Image Sequences of a Dual-Modality RGB-NIR Camera,” Sensors 2023, 23(13), 6079; https://doi.org/10.3390/s23136079 (SCI, EI). (2022 IF=3.9, Ranking=70.6%, Q2, in category of Instruments and Instrumentation)
  45. Panrasee Ritthipravat, Kittisak Chotikkakamthorn, Wen-Nung Lie, Worapan Kusakunniran, Pimchanok Tuakta and Paitoon Benjapornlert (2023, Nov). Deep-learning-based Head Pose Estimation from a Single RGB Image and Its Application to Medical CROM Measurement. Multimedia Tools and Applications (Q2), DOI:10.1007/s11042-024-18612-2, Feb. 14, 2024.
  46. Ling-Wan Chiu, Yi-En Ku, Horng-Jiun Chao, Wen-Nung Lie, Fan Ying Chan, San-Yuan Wang, Wan-Chen Shen, Hsiang-Yin Chen, “Machine Learning Algorithms to Predict Colistin-Induced Nephrotoxicity from Electronic Health Records in Patients with Multidrug-Resistant Gram-Negative Infection,” International Journal of Antimicrobial Agents (April 12, 2024), (Q1, IF=10.8, Rank=96.2% in Pharmacology & Pharmacy) Doi: https://doi.org/10.1016/ j.ijantimicag.2024.107175
  47. Wen-Nung Lie* and Veasna Vann, “Estimating a 3D Human Skeleton from a Single RGB Image by Fusing Predicted Depths from Multiple Virtual Viewpoints,” Sensors 24 (24), 8017, Dec. 2024. (SCI, Ranking=69.1%, Q2, in category of Instrument & instrumentation). 
  48. Wen-Nung Lie*, Dao Q. Le, Po-Han Huang, Guan-Hao Fu, Anh Nguyen Thi Quynh, and Quynh Nguyen Quang Nhu, “A Two-Stream Deep-Learning Network for Heart Rate Estimation From Facial Image Sequence” IEEE Sensors Journal, Vol. 24, Issue 24, Dec. 15, 2024. (SCI, Ranking=80.9%, Q1, in category of Instrument & instrumentation)
  49. Fan-Ying Chan, Yi-En Ku, Wen-Nung Lie, Hsiang-Yin Chen, “Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study,” JMIR Form. Res. April 2025; 9: e67767; doi: 10.2196/67767. (SCI, Ranking=46.8%, Q3, in category of Health Care Sciences & Sevices)
  50. Kittisak Chotikkakamthorn, Wen-Nung Lie*, Panrasee Ritthipravata, Worapan Kusakunniranc, Pimchanok Tuaktad and Paitoon Benjapornlert, “Medical application of deep-learning-based head pose estimation from RGB image sequence,” Computer in Biology and Medicine, 195 (2025), 110620. (SCI, Ranking=94.8%, Q1, in category of Mathematical & Computational Biology)
  51. Dao Q. Le, Wen-Nung Lie*, Po-Han Huang, Guan-Hao Fu, and Quynh Nguyen Quang Nhu, “Multiple Temporal Scale Network for Remote PPG and Heart Rate Estimation from Facial Video,” Biomedical Signal Processing and Control, accepted, June, 2025. (SCI, Ranking=74.6%, Q2, in category of Engineering, Biomedical)