International Journal Papers

1. Jin Chuan See, Hui-Fuang Ng, Hung-Khoon Tan, Jing Jing Chang, Kai Ming Mok, Wai Kong Lee, Chih-Yang Lin, “Cryptensor: A Resource-Shared Co-processor to Accelerate Convolutional Neural Network and Polynomial Convolution,” Accepted, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, July 2023.

2. Chih-Yang Lin, Han-Yi Huang, Wei-Yang Lin, Hui-Fuang Ng, Kahlil Muchtar*, and Nadhila Nurdin, “Moving Object Detection for Complex Scenes by Merging BG Modeling and Deep Learning Method,” accepted by Journal of Artificial Intelligence and Soft Computing Research, 2023. (EI, SCI, Impact Factor: 2.675, Journal Ranking: 87/145 = 60%, Computer Science, Artificial Intelligence, in 2021)

3. Pimpa Cheewaprakobkit, Chih-Yang Lin*, Kuan-Hung Lin, and Timothy K. Shih, “Robust Signboard Detection and Recognition in Real Environments,” IEEE Transactions on Consumer Electronics, accepted in March 2023. (EI, SCI, Impact Factor: 4.414, in 2022)

4. Wei-Cheng Kao, Hong-Xia Xie, Chih-Yang Lin*, Wen-Huang Cheng, “Specific Expert Learning: Enriching Ensemble Diversity via Knowledge Distillation,” IEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2021.3125320, vol. 53, no. 4, pp. 2494-2505, April 2023. (EI, SCI, Impact Factor: 11.4, Journal Ranking: 2/63 = 3%, Automation & Control Systems, in 2020)

5. Isack Farady, Chih-Yang Lin*, and Ming-Ching Chang, “PreAugNet: Improve Data Augmentation for Industrial Defect Classification with Small-scale Training Data,” Journal of Intelligent Manufacturing, March 2023. (EI, SCI, Impact Factor: 7.136, in 2022)

6. Fityanul Akhyar, Ying Liu, Chao‐Yung Hsu, Timothy K. Shih, Chih‐Yang Lin*, “FDD: The Data Pipeline for Steel Defect Detectors,” The International Journal of Advanced Manufacturing Technology (JAMT), March 2023. (EI, SCI, Impact Factor: 3.226, in 2022)

7. Ervin Yohannes, Chih-Yang Lin*, Timothy K. Shih, Tipajin Thaipisutikul, Avirmed Enkhbat, and Fitri Utaminingrum, “An Improved Speed Estimation Using Deep Homography Transformation Regression Network on Monocular Videos,” IEEE Access, vol. 11, no. 1, pp. 5955-5965, Jan. 2023. (EI, SCI, Impact Factor: 3.367, in 2022)

8. Isack Farady, Chia-Chen Kuo, Hui-Fuang Ng, and Chih-Yang Lin*, “Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection,” Sensors, vol. 23, no. 2, pp. 1-18, Jan. 2023. (EI, SCI, Impact Factor: 3.031, Journal Ranking: 9/123 = 7.3%, Physics and Astronomy: Instrumentation, in 2019)

9. Tipajin Thaipisutikul, Phonarnun Tatiyamaneekul, Chih-Yang Lin, Suppawong Tuarob*, "A Deep Feature-Level Fusion Model for Masked Face Identity Recommendation System", Journal of Ambient Intelligence and Humanized Computing (2022, Accepted). (EI, SCI, Impact Factor: 3.662, Journal Ranking: 68/144 = 53%, Computer Science, Artificial Intelligence, in 2021)

10. Wisnu Aditya, Timothy K. Shih, Tipajin Thaipisutikul, Arda Satata Fitriajie, Munkhjargal Gochoo, Fitri Utaminingrum, and Chih-Yang Lin, “Novel Spatio-Temporal Continuous Sign Language Recognition Using an Attentive Multi-Feature Network,” Sensors, vol. 22, no. 17, pp. 1-18, August 2022. (EI, SCI, Impact Factor: 3.031, Journal Ranking: 9/123 = 7.3%, Physics and Astronomy: Instrumentation, in 2019)

11. Kahlil Muchtar, Al Bahri, Maya Fitria, Tjeng Wawan Cenggoro, Bens Pardamean, Adhiguna Mahendra, Muhammad Rizky Munggaran, Chih-Yang Lin, “Moving Pedestrian Localization and Detection with Guided Filtering,” IEEE Access, pp. 89181-89196, 10.1109/ACCESS.2022.3199753, August 2022. (EI, SCI, Impact Factor: 3.36, Journal Ranking: 94/273=34%, ENGINEERING, ELECTRICAL & ELECTRONIC, in 2020)

12. Fityanul Akhyar, Elvin Nur Furqon, Chih-Yang Lin*, “Enhancing Precision with an Ensemble Generative Adversarial Network,” Sensors, vol. 22, no. 11, pp. 4257-4274, June 2022. (EI, SCI, Impact Factor: 3.031, Journal Ranking: 9/123 = 7.3%, Physics and Astronomy: Instrumentation, in 2019)

13. Peter Ardhianto, Raden Bagus Reinaldy Subiakto, Chih-Yang Lin, Yih-Kuen Jan, Ben-Yi Liau, Jen-Yung Tsai, Veit Babak Hamun Akbari, Chi-Wen Lung, “A Deep Learning System for Foot Progression Angle Detection in Plantar Pressure Images,” Sensors, vol. 22, no. 7, pp. 2786-2803, April 2022. (EI, SCI, Impact Factor: 3.031, Journal Ranking: 9/123 = 7.3%, Physics and Astronomy: Instrumentation, in 2019)

14. Yen-Hsiang Wang, Chih-Yang Lin*, Tipajin Thaipisutikul, and Timothy K. Shih, “Single-head lifelong learning based on distilling knowledge,” IEEE Access, vol. 10, pp. 35469-35478, 10.1109/ACCESS.2022.3155451, Feb. 2022. (EI, SCI, Impact Factor: 4.098, Journal Ranking: 23/155=14%, COMPUTER SCIENCE, INFORMATION SYSTEMS, in 2018)

15. Hsing-Chung Chen, Sunardi Sunardi, Ben-Yi Liau, Chih-Yang Lin*, Veit Babak Hamun Akbari, Chi-Wen Lung*, Yih-Kuen Jan, “Estimation of Various Walking Intensities Based on Wearable Plantar Pressure Sensors Using Artificial Neural Networks,” accepted, Sensors, Sept. 2021.

16. Jen-Yung Tsai, Isabella Yu-Ju Hung, Yue Leon Guo, Yih-Kuen Jan, Chih-Yang Lin*, Tiffany Ting-Fang Shih, Bang-Bin Chen, and Chi-Wen Lung, “Lumbar Disc Herniation Automatic Detection in Magnetic Resonance Imaging based on Deep Learning,” Frontiers in Bioengineering and Biotechnology, DOI: 10.3389/fbioe.2021.708137, Aug 2021.

17. Ervin Yohannes, Chih-Yang Lin*, Timothy K. Shih, Chen-Ya Hong, Avirmed Enkhbat, and Fitri Utaminingrum, “Domain Adaptation Deep Attention Network for Automatic Logo Detection and Recognition in Google Street View,” IEEE Access, vol. 9, pp. 102623 -102635, July 2021.

18. Peter Ardhianto, Jen-Yung Tsai, Chih-Yang Lin*, Ben-Yi Liau, Yih-Kuen Jan, Veit Babak Hamun Akbari, Chi-Wen Lung*, “A Review of Challenges in Deep Learning for Skeletal and Smooth Muscle Ultrasound Images,” Applied Sciences, vol. 11, no. 9, pp. 4021-4034, April 2021.

19. Chih-Yang Lin*, Zhuang Tao, Ai-Sheng Xu, Li-Wei Kang, and Fityanul Akhyar, “Sequential Dual Attention Network for Rain Streak Removal in a Single Image”, accepted by IEEE Transactions on Image Processing, Sept. 2020.

20. Chih-Yang Lin*, Yi-Cheng Chiu, Hui-Fuang Ng, Timothy K. Shih, and Kuan-Hung Lin “Global-and-Local Context Network for Semantic Segmentation of Street View Images,” Sensors, vol. 20, no. 10, pp. 1-13 May 2020.

21. Chia-Hung Yeh, Yao-Pao Huang, Chih-Yang Lin*, and Chuan-Yu Chang, “Transfer2Depth: Dual Attention Network with Transfer Learning for Monocular Depth Estimation,” IEEE Access, vol. 8, pp. 86081-86090, May 2020.

22. Chih-Yang Lin*, Kahlil Muchtar, Wei-Yang Lin, Zhi-Yao Jian, “Moving Object Detection through Image Bit-Planes Representation without Thresholding,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 4, pp. 1404-1414, 10.1109/TITS.2019.2909915, April 2020.

23. Noorkholis Luthfil Hakim, Timothy K. Shih, Sandeli Priyanwada Kasthuri Arachchi, Wisnu Aditya, Yi-Cheng Chen, and Chih-Yang Lin*, “Dynamic Hand Gesture Recognition Using 3DCNN and LSTM with FSM Context-Aware Model,” Sensors, vol. 19, no. 24, 5429, December, 2019.

24. Cheng-Hung Chuang, Chih-Yang Lin*, Yuan-Yu Tsai, Zhen-You Lian, Hong-Xia Xie, Chih-Chao Hsu, and Chung-Lin Huang, “Efficient Triple Output Network for Vertebral Segmentation and Identification,” IEEE Access, vol. 7, no. 1, pp. 117978-117985, August 2019.

25. Chih-Yang Lin*, Li-Wei Kang, Tsung-Yi Huang, Min-Kuan Chang, “A Novel Nonnegative Matrix Factorization Technique for Decomposition of Chinese Characters with Application to Secret Sharing,” EURASIP Journal on Advances in Signal Processing, vol. 35, no. 1, pp. 1-8, August 2019.

26. Chih-Yang Lin*, Hong-Xia Xie, Hua Zheng, “PedJointNet: Joint Head-Shoulder and Full Body Deep Network for Pedestrian Detection,” IEEE Access, vol. 7, no. 1, pp. 47687-47697, April 2019.

27. S. P. Kasthuri Arachchi, Timothy K. Shih, Chih-Yang Lin*, and G. Wijayarathna, “Deep Learning-based Firework Video Pattern Classification,” Journal of Internet Technology, accepted, April. 2019.

28. Chih-Yang Lin*, Yun-Wen Huang, Timothy K. Shih*, “Creating Waterfall Animation on a Single Image,” Multimedia Tools and Applications, vol. 78, no. 6, pp. 6637-6653, March 2019.

29. Chih-Yang Lin*, Kai-Ren Jheng, Timothy K. Shih*, “Objective HDR Image Quality Assessment,” Multimedia Tools and Applications, vol. 78, no. 2, pp. 1547-1567, Jan. 2019.

30. Chia-Hung Yeh, Zheng-Teng Zhang, Mei-Juan Chen, and Chih-Yang Lin*, “HEVC Intra Frame Coding Based on Convolutional Neural Network,” IEEE Access, vol. 6, pp. 50087-50095, Aug. 2018.

31. Chih-Yang Lin, Yun-Wen Huang, Timothy K. Shih*, “Creating Waterfall Animation on a Single Image,” Multimedia Tools and Applications, accepted, 2018.

32. Chih-Yang Lin, Kai-Ren Jheng, Timothy K. Shih*, “Objective HDR Image Quality Assessment,” Multimedia Tools and Applications, DOI: 10.1007/s11042-018-6139-6, 2018.

33. Chia-Hung Yeh, Chih-Yang Lin*, Kahlil Muchtar, and Pin-Hsian Liu, “Rain streak removal based on non-negative matrix factorization,” Multimedia Tools and Applications, DOI: 10.1007/s11042-017-5430-2, 2018.

34. Chia-Hung Yeh, Chih-Yang Lin*, Kahlil Muchtar, Hsiang-Erh Lai, and Ming-Ting Sun, “Three-Pronged Compensation and Hysteresis Thresholding for Moving Object Detection in Real-Time Video Surveillance”, IEEE Transactions on Industrial Electronics, vol. 64, no. 6, pp. 4945-4955, June 2017.

35. Chia-Hung Yeh, Chih-Yang Lin*, and Kahlil Muchtar, "RGB-D abandoned object detection based on GrabCut using Kinect," Journal of Internet Technology, vol. 18, no. 4, pp. 927-933, Jul. 2017.

36. Sheng Hung Wang, Chih Yang Lin*, and Jing Tong Fu, “Gender Classification Based on Multi-scale and Run-length Features,” Journal of Electronic Science and Technology, vol. 15, no. 3, pp. 251-257, 2017.

37. Chih-Yang Lin, Kahlil Muchtar, and Chia-Hung Yeh*, “Robust Techniques for Abandoned and Removed Object Detection Based on Markov Random Field,” Journal of Visual Communication and Image Representation, vol. 39, no. 1, pp. 181-195, Aug. 2016.

38. Chih-Yang Lin, Kahlil Muchtar, Jia-Ying Lin, Yu-Hsien Sung, and Chia-Hung Yeh*, “Moving Object Detection in the Encrypted Domain,” Multimedia Tools and Applications, DOI: 10.1007/s11042-016-3578-9, May 2016.

39. Chih-Yang Lin, Kahlil Muchtar, Chun-Shien Lu, and Chia-Hung Yeh*, “Secure Multicasting of Images via Joint Privacy-Preserving Fingerprinting, Decryption, and Authentication,” Journal of Visual Communication and Image Representation, vol. 38, no. 1, pp. 858-871, July 2016.

40. Chia-Hung Yeh, Tsung-Yi Tseng, Cheng-Wei Lee, and Chih-Yang Lin*, “Predictive Texture Synthesis-Based Intra Coding Scheme for Advanced Video Coding,” IEEE Transactions on Multimedia, vol. 17, no. 9, pp. 1508-1514, June 2015.

41. Chia-Hung Yeh, Guanling Lee*, and Chih-Yang Lin, “Robust Laser Speckle Authentication System through Data Mining Techniques,” IEEE Transactions on Industrial Informatics, vol. 11, no. 2, pp. 505-512, April, 2015.

42. Chia-Hung Yeh, Shu-Jhen Fan Jiang, Chih-Yang Lin*, and Min-Kuan C. Chang, “A New Intra Prediction with Adaptive Template Matching through Finite State Machine,” Journal of Visual Communication and Image Representation, vol. 29, no. 1, pp. 33-45, May, 2015.

43. Chia-Hung Yeh, Shu-Jhen Fan Jiang, Chih-Yang Lin*, Min-Kuan C. Chang, and Mei-Juan Chen, “Inter-Embedding Error-Resilient Mechanism in Scalable Video Coding,” Information Sciences, vol. 294, no. 10, pp. 439-455, Feb., 2014.

44. Chih-Yang Lin, Panyaporn Prangjarote, Chia-Hung Yeh*, and Hui-Fuang Ng, " Reversible Joint Fingerprinting and Decryption based on Side Match Vector Quantization," Signal Processing, vol. 98, no. 1, pp. 52-61, May 2014.

45. Chia-Hung Yeh, Chih-Yang Lin*, Kahlil Muchtar, Li-Wei Kang, “Real-Time Background Modeling Based on a Multi-level Texture Description,” Information Sciences, vol. 260, no. 10, pp. 106-127, June 2014.

46. Chia-Hung Yeh, Shu-Jhen Fan Jiang, Chih-Yang Lin* and Mei-Juan Chen, "Temporal Video Transcoding based on Frame Complexity Analysis for Mobile Video Communication," IEEE Transactions on Broadcasting, vol. 59, no.1, pp. 38-46, March 2013.

47. Chin-Chen Chang*, Yung-Chen Chou, and Chih-Yang Lin, “An Indicator Elimination Method for Side-match Vector Quantization,” Journal of Information Hiding and Multimedia Signal Processing, vol. 4, no. 4, pp. 233-249, Oct. 2013. 

48. Chih-Yang Lin, Chi-Shiang Chan*, Li-Wei Kang, and Kahlil Muchtar, “Left-object Detection through Background Modeling,” International Journal of Innovative Computing, Information and Control (IJICIC), vol. 9, no. 4, pp. 1373-1388, 2013.

49. Chih-Yang Lin, Li-Wei Kang, Jau-Hong Kao, Chun-Shien Lu, and Yi-Ta Wu, “Multi-camera Invariant Appearance Modeling for Non-rigid Object Identification in a Real-time Environment,” Journal of Visual Communication and Image Representation, vol. 24, no. 6, pp. 717-728, Aug. 2013.

50. Chih-Yang Lin, Wei-Wen Chang, and Yung-Chen Chou, “Bidirectional Background Modeling for Video Surveillance,” Journal of Electronic Science and Technology, vol. 10, no. 3, pp. 232-237, September 2012.

51. Chih-Yang Lin, Panyaporn Prangjarote, Li-Wei Kang, Wei-Lun Huang, Tzung-Her Chen*, “Joint Fingerprinting and Decryption with Noise-resistant for Vector Quantization Images,” Signal Processing, vol. 92, no. 9, pp. 2159-2171, September 2012.

52. Chuen-Horng Lin, Chih-Yang Lin*, Yu-Jung Cheng, and Yung-Kuan Chan, “An Automatic Evaluation System for Contrast-Detail Phantom Images in Digital Radiography,” International Journal of Imaging Systems and Technology, vol. 22, no. 4, pp. 214-225, November 2012.

53. Li-Wei Kang, Chun-Shien Lu, and Chih-Yang Lin*, “Low-Complexity Video Coding via Power-Rate-Distortion Optimization,” Journal of Visual Communication and Image Representation, vol. 23, no. 3, pp. 569-585, April 2012.

54. Chin-Chen Chang*, Chih-Yang Lin, and Yi-Pei Hsieh, “Data Hiding for Vector Quantization Images Using Mixed-Base Notation and Dissimilar Patterns without Loss of Fidelity,” Information Sciences, vol. 201, pp. 70-79, October 2012.

55. Chi-Shiang Chan, Chih-Yang Lin*, and Yu-Hsuan Lin, “Apply the Modulus Function to Secret Image Sharing,” International Journal of Innovative Computing, Information and Control (IJICIC), vol. 8, no. 1, pp. 375-385, January 2012.

56. Li-Wei Kang, Chao-Yung Hsu, Hung-Wei Chen, Chun-Shien Lu, Chih-Yang Lin, and Soo-Chang Pei, “Feature-based Sparse Representation for Image Similarity Assessment,” IEEE Transactions on Multimedia, vol. 13, no. 5, pp. 1019-1030, October 2011.

57. Chin-Chen Chang, Chih-Yang Lin, and Yi-Hsuan Fan, "Reversible Steganography for BTC-compressed Images," Fundamenta Informaticae, vol. 109, no. 2, pp. 121-134, 2011.

58. Chih-Yang Lin, Chin-Cheng Chang*, and Yu-Zheng Wang, "Reversible Steganographic Method with High Payload for JPEG images," IEICE Transactions on Information and Systems, vol. E91-D, no. 3, pp. 836-845, March 2008.

59. Chih-Yang Lin and Chin-Chen Chang*, "Placing Chinese Phonetic Symbols on Mobile Phones Using Linear Programming," Journal of Innovative Computing, Information and Control (IJICIC), vol. 4, no. 8, pp. 2113-2126, August 2008.

60. Chin-Chen Chang*, Chih-Yang Lin, and Yi-Hsuan Fan, "Lossless Data Hiding for Color Images Based on Block Truncation Coding," Pattern Recognition, vol. 41, no. 7, pp. 2347-2357, July 2008.

61. Chin-Cheng Chang*, Chih-Yang Lin, and Yi-Pei Hsieh, "Three-Phase Lossless Data Hiding Method for the VQ Index Table," Fundamenta Informaticae, vol. 82, no. 1-2, pp. 1-13, July 2008.

62. Chin-Cheng Chang*, Yi-Pei Hsieh, and Chih-Yang Lin, “Lossless Data Embedding with High Embedding Capacity Based on Declustering for VQ-Compressed Codes,” IEEE Transactions on Information Forensics and Security, Vol. 2, No. 3, pp. 341-349, September 2007.

63. Chin-Cheng Chang*, Yung-Chen Chou, and Chih-Yang Lin, "Reversible Data Hiding in the VQ-Compressed Domain," IEICE Transactions on Information and Systems, Vol. E90-D No.9, pp. 1422-1426, September 2007.

64. Chin-Cheng Chang* and Chih-Yang Lin, "Reversible Steganographic Method Using SMVQ Approach Based on Declustering," Information Sciences, vol. 177, no. 8, pp. 1796-1805, April 2007.

65. Chin-Chen Chang*, Chia-Chen Lin , and Chih-Yang Lin, "Compressing Vector Quantization Index Table Using Side Match State Codebook," Journal of Applied Systems Studies.

66. Chin-Chen Chang*, Chih-Yang Lin, and Keng-Chu Lin, "Simple Efficient Mutual Anonymity Protocols for Peer-to-Peer Network Based on Primitive Roots," Journal of Network and Computer Applications, vol. 30, no. 2, pp. 662-676, April 2007.

67. Chin-Cheng Chang*, Chih-Yang Lin, and Chun-Sen Tseng, "Secret Image Hiding and Sharing Based on the (t, n)-Threshold," Fundamenta Informaticae, vol. 76, no. 4, pp. 399-411, 2007.

68. Chin-Cheng Chang* and Chih-Yang Lin, "Reversible Data Embedding Based on Prediction Approach for VQ and SMVQ Compressed Images," Fundamenta Informaticae, vol. 74, no. 2, 189-207, 2006.

69. Chin-Chen Chang* and Chih-Yang Lin, "Reversible Steganography for VQ-compressed Images Using Side Matching and Relocation," IEEE Transactions on Information Forensics and Security, vol. 1, no. 4, pp. 493-501, December 2006.

70. Chin-Cheng Chang, Chih-Yang Lin, and Yu-Zheng Wang, "New Image Steganographic Methods Using Run-Length Approach," Information Sciences, vol. 176, no. 22, pp. 3393-3408, November 2006.

71. Chin-Cheng Chang, Chih-Yang Lin, and Henry Chou, "Perfect Hashing Schemes for Mining Traversal Patterns," Fundamenta Informaticae, vol. 70, no. 3, pp. 185-202, 2006.

72. Chih-Yang Lin, Chin-Chen Chang, and Chia-Chen Lin, "A New Density-Based Scheme for Clustering Based on Genetic Algorithm," Fundamenta Informaticae, vol. 68, no. 4, pp. 315-331, 2005.

73. Chin-Chen Chang and Chih-Yang Lin*, "Perfect Hashing Schemes for Mining Association Rules," The Computer Journal, vol. 48, no. 2, pp.168-179, March 2005.

74. Chin-Chen Chang, Chih-Yang Lin*, and Pei-Yu Lin, "An Efficient Graph-Based Method for Parallel Mining Problems," Journal of Information & Knowledge Management (JIKM), vol. 3, no. 2, pp. 143-154, 2004.

International Conference Papers

1. Peter Ardhianto, Raden Bagus Reinaldy Subiakto, Jen-Yung Tsai, Chih-Yang Lin*, Yih-Kuen Jan, Ben-Yi Liau, Veit Babak Hamun Akbari, Chun-Ming Lien and Chi-Wen Lung, “Optimizing Object Detection of Foot Profiles Position Based on Plantar Pressure Images Labeling,” The 3rd International Symposium on Engineering and Technology (ISET 2021), Taichung, Taiwan, November 19-20, 2021. 

2. Fityanul Akhyar, Chih-Yang Lin*, and Gugan S Kathiresan, “A Beneficial Dual Transformation Approach for Deep Learning Networks Used in Steel Surface Defect Detection,” ACM International Conference on Multimedia Retrieval (ICMR 2021),  Taipei, Taiwan, November 16-19, 2021. (Virtual) 

3. Chih-Yang Lin*, Shang-Chian Yang, Hui-Fuang Ng, and Wei-Yang Lin, “Enhancing Siamese Visual Tracking With Background Relations,” IEEE International Conference on Machine Learning and Applications (ICMLA), accepted, Dec. 13-16, Pasadena, California, 2021. (Virtual) 

4. Kahlil Muchtar, Chairuman Chairuman, Maya Fitria, Muhammad Yusuf Kardawi, Alifya Febriana, Nona Zarima, and Chih-Yang Lin*, “Embedded-Based Tomato Septoria Leaf Detection with Intel Movidius Neural Compute Stick”, IEEE 10th Global Conference on Consumer Electronics (GCCE), Kyoto, Japan, Oct. 12-15, 2021. (Virtual)

5. Tipajin Thaipisutikul, Kanatip Prompol, Chih-Yang Lin*, Wen-Thong Chang, and Kahlil Muchtar, “A Door Detection System for Convenience Stores in Taiwan”, International Conference on Computer System, Information Technology, and Electrical Engineering (COSITE), Banda Aceh, Indonesia, Oct. 20-21, 2021. (Virtual) 

6. Hsing-Chung Chen, Yih-Kuen Jan, Ben-Yi Liau, Chih-Yang Lin*, Jen-Yung Tsai, Cheng-Tsung Li, and Chi-Wen Lung, “Using Deep Learning Methods to Predict Walking Intensity from Plantar Pressure Images,” The 12th International Conference on Applied Human Factors and Ergonomics, pp. 270-277, New York, USA, July 25-29, 2021. (Virtual) 

7. Hui-Fuang Ng, Jie Jin Lo, Chih-Yang Lin*, Hung-Khoon Tan, Joon Huang Chuah, and Kar Hang Leung, “Fruit Ripeness Classification with Few-Shot Learning,” The 11th International Virtual Conference on Robotics, Vision, Signal Processing and Power Applications (RoViSP2021), Malaysia, April 5-6, 2021. 

8. Hui Fuang Ng, Yee Fu Lian, Chih-Yang Lin*, and Hung Khoon Tan, “Object Detection with Few-Shot Learning and Data Augmentation,” The 11th International Virtual Conference on Robotics, Vision, Signal Processing and Power Applications (RoViSP2021), Malaysia, April 5-6, 2021. 

9. Chih-Yang Lin*, Han-Yi Huang, Wei-Yang Lin, Chuan-Yu Chang, Wen-Thong Chang, Yih-Kuen Jan, “Limited-Anchor Deep Neural Network for Moving Object Detection,”  IEEE International Conference on Consumer Electronics-Taiwan (ICCE-Taiwan), pp. 1-2, Taoyuan, Taiwan, Sept. 28-30, 2020. 

10. Isack Farady, Chih-Yang Lin*, Amornthep Rojanasarit, Kanatip Prompol, Fityanul Akhyar, “Mask Classification and Head Temperature Detection Combined with Deep Learning Networks,” 2nd International Conference on Broadband Communications, Wireless Sensors and Powering (BCWSP), pp. 74-78, Virtual Conference, Indonesia, Sept. 28, 2020.

11. Jen-Yung Tsai, Yih-Kuen Jan, Ben-Yi Liau, Raden Bagus Reinaldy Subiakto, Chih-Yang Lin*, Rimuljo Hendradi, Yi-Chuan Hsu, Quanxin Lin, Hsin-Ting Chang, Chi-Wen Lung, “A Convolutional Neural Network Model to Classify the Effects of Vibrations on Biceps Muscles,” The 11th International Conference on Applied Human Factors and Ergonomics, Virtual Conference, July 16-20, 2020.

12. Hui Fuang Ng, Chih-Yang Lin*, Joon Huang Chuah, Hung Khoon Tan, Kar Hang Leung, “Plant Disease Detection Mobile Application Development Using Deep Learning”, Proceedings of International Conference on Computer & Information Sciences (ICCOINS), Kuching, Sarawak, Malaysia, 14th to 16th July 2020.

13. Chia-Lin Wu, Chih-Yang Lin*, Phanuvich Hirunsirisombut, Hui-Fuang Ng, Timothy K Shih, “Searching ROI for Object Detection based on CNN,” Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), pp. 1-2, Taipei, Taiwan, Dec. 3-6, 2019.

14. Ervin Yohannes, Timothy K. Shih, Chih-Yang Lin*, “Content-Aware Video Analysis to Guide Visually Impaired Walking on the Street,” Proceedings of the 6th International Visual Informatics Conference (IVIC ’19), Bangi Selangor, Malyasia, Nov. 19-21, 2019. Best Paper Award.

15. Fityanul Akhyar, Chih-Yang Lin*, Kahlil Muchtar, Tung-Ying Wu, and Hui-Fuang Ng, “High Efficient Single-stage Steel Surface Defect Detection,” Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Taipei, Taiwan, Sept. 18-21, 2019.

16. Yi-Cheng Chiu, Chih-Yang Lin*, and Timothy K. Shih, “Joint Coarse-and-Fine Semantic Segmentation,” Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Taipei, Taiwan, Sept. 18-21, 2019.

17. Chih-Yang Lin* and Hong-Xia Xie, “Deep Bilateral Learning for Pedestrian Detection,” Proceedings of the 32rd Computer Vision, Graphics and Image Processing Conference, Taiwan, Aug. 25-27, 2019. Best Paper Award.

18. Chen-Ya Hong, Chih-Yang Lin*, and Timothy K. Shih, “Automatic Signboard Detection and Semi-Automatic Ground Truth Generation,” Proceedings of The 2nd International Workshop of Machine Learning on Multimedia and Applications, Bali, Indonesia, August 6-9, 2019. Excellent Paper Award.

19. Chih-Yang Lin*, Cheng-Hsun Chen, Ching-Yuan Yang, Fityanul Akhyar, Chao-Yung Hsu, and Hui-Fuang Ng, “Cascading Convolutional Neural Network for Steel Surface Defect Detection,” The 10th International Conference on Applied Human Factors and Ergonomics, Washington D.C., July 24-28, 2019.

20. Chih-Yang Lin*, Han-Yi Huang, Wei-Yang Lin, Chien-Cheng Lee, and Chuan-Yu Chang, “Deep Learning based Moving Object Detection for Video Surveillance,” IEEE International Conference on Consumer Electronics – Taiwan, pp. 1-2, Yilan, Taiwan, May 20-22, 2019.

21. Chien-Cheng Lee, Wei-Wei Gao, Ping-Win Lui, and Chih-Yang Lin*, “Rat grooming detection using random forest classifier,” IEEE International Conference on Consumer Electronics – Taiwan, pp. 1-2, Yilan, Taiwan, May 20-22, 2019.

22. Chiung Lun Su, Chih-Yang Lin*, Timothy Shih, “End-to-End Autoencoder Road Segmentation,” IEEE International Conference on Ubi-Media Computing (UMEDIA 2018), pp. 1-5, Nanjing, China, August 22-25, 2018. 

23. Wei-Yang Lin, Chih-Yang Lin*, Guan-Shou Chen, Chao-Yung Hsu, “Steel Surface Defects Detection Based on Deep Learning,” The 9th International Conference on Applied Human Factors and Ergonomics, Orlando, Florida, pp. 141-149, July 21-25, 2018.

24. Hong-Xia Xie, Chih-Yang Lin*, and Zheng Hua, “An UNet-based Head Shoulder Segmentation Network,” IEEE International Conference on Consumer Electronics – Taiwan, Taichung, Taiwan, May 19-21, 2018. 

25. CY Hsu, LW Kang, HY Lin, RH Fu, Chih-Yang Lin, MF Weng, DY Chen, “Depth-based Feature Extraction-guided Automatic Identification Tracking of Steel Products for Smart Manufacturing in Steel 4.0,” IEEE International Conference on Applied System Invention (ICASI), pp. 145-146, Chiba, Tokyo, Japan, April 13-17, 2018

26. Chih-Yang Lin*, Hong-Xia Xie, Shang-Ming Wang, Pin-Ming Su, and Wen-Thong Chang, “Offline Automatic Actor Tracking in a Movie,” Image and Vision Computing New Zealand (IVCNZ 2017), pp. 1-5, Christchurch, December 4-6, 2017.

27. Yu-Ting Cheng, Timothy K. Shih, and Chih-Yang Lin, “Create a Puppet Play and Interactive Digital Models with Leap Motion,” IEEE International Conference on Ubi-Media Computing (UMEDIA 2017), pp. 1-6, Pattaya, Thailand, August 1-4, 2017.

28. Chia-Hung Yeh, Kahlil Muchtar, and Chih-Yang Lin*, “3D-based Unattended Object Detection Method for Video Surveillance,” World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2017), pp. 269-276, London, UK, February 15-16, 2017.

29. Tanase Cucliciu, Chih-Yang Lin*, and Kahlil Muchtar, “A DPM based object detector using HOG-LBP features,” IEEE International Conference on Consumer Electronics – Taiwan, pp. 315-316, Taipei, Taiwan, June 12-14, 2017. 

30. TsungYi Huang, Chih-Yang Lin*, Min-Kuan Chang, and Chia-Chen Kuo, “Secret Sharing based on Part-Based Factorization for Chinese Characters,” IEEE International Conference on Consumer Electronics – Taiwan, pp. 209-210, Taipei, Taiwan, June 12-14, 2017.

31. Kahlil Muchtar, Chia-Hung Yeh, Zhi-Yao Jian, Chih-Yang Lin*, Wei-Yang Lin, and Wan-Jen Huang, “Moving Object Detection Based on Image Bit-Planes and Co-Occurrence Matrix in Video Surveillance,” IEEE International Conference on Consumer Electronics – Taiwan, pp.1-2, Taipei, Taiwan, June 12-14, 2017.

32. Chao-Yung Hsu, Bing-Shiou Ho, Li-Wei Kang, Ming-Fang Weng, and Chih-Yang Lin, “Fast Vision-based Surface Inspection of Defects for Steel Billets,” IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Seoul, Korea, Oct. 26-28, 2016.

33. Chiao-Chien Huang, Chih-Yang Lin*, Wei-Yang Lin, “Similarity-Based Weighted Head-Shoulder Detection,” Global Conference on Engineering and Applied Science, Hokkaido, Japan, pp. 1-4, July 19-21, 2016.

34. Wen-Hun Xu, Chih-Yang Lin*, and Chia-Hung Yeh, “3D Feature Extraction of Vertebrae for Secure Transpedicular Drill Guide,” IEEE International Conference on Consumer Electronics – Taiwan, Nantou, Taiwan, May 27-29, 2016.

35. Chih-Yang Lin, Zhi-Yao Jian, and Wei-Yang Lin*, “Image Bit-Planes Representation for Moving Object Detection in Real-Time Video Surveillance,” IEEE International Conference on Consumer Electronics – Taiwan, Nantou, Taiwan, pp. 1-2, May 27-29, 2016.

36. Chih-Yang Lin, Shang-Ming Wang, Jia-Wei Hong, Li-Wei Kang, and Chung-Lin Huang, “Vision-Based Fall Detection Through Shape Features,” The Second IEEE International Conference on Multimedia Big Data, Taipei, Taiwan, pp. 237-240, April 20-22, 2016.

37. Chih-Yang Lin, Jing Tong Fu, Sheng Hung Wang, and Chung-Lin Huang, “New Face Detection Method Based on Multi-Scale Histograms”, The Second IEEE International Conference on Multimedia Big Data, Taipei, Taiwan, pp. 229-232, April 20-22, 2016.

38. Chih-Yang Lin*, Bo-You Chen, Wen-Chuan Wu, Wei-Yang Lin, and Chia-Ling Tsai, “Human Action Recognition Based on Non-negative Matrix Factorization,” Proceedings of 2015 Asia-Pacific Signal and Information Processing Association (APSIPA), Hong Kong, pp. 1091-1093, Dec. 16-19, 2015.

39. Wen-Chuan Wu, Zi-Wei Lin, Chi-Shiang Chan, and Chih-Yang Lin*, “Joint SVD and QR Codes for Image Authentication,” Proceedings of 2015 Asia-Pacific Signal and Information Processing Association(APSIPA), Hong Kong, pp. 1137-1140, Dec. 16-19, 2015.

40. Jing-Xiu Zeng, Chih-Yang Lin*, and Wei-Yang Lin, “Human Detection Using Non-negative Matrix Factorization,” IEEE International Conference on Consumer Electronics – Taiwan, Taipei, Taiwan, pp. 370-371, June 6-8, 2015.

41. Chia-Hung Yeh, Pin-Hsian Liu, Cheng-En Yu, and Chih-Yang Lin*, “Single Image Rain Removal Based on Part-Based Model,” IEEE International Conference on Consumer Electronics – Taiwan, Taipei, Taiwan, pp. 462-463, 6-8 June 2015.

42. Jou-Ken Hsiao, Li-Wei Kang, Ching-Long Chang, Chih-Yang Lin, “Comparative study of leaf image recognition with a novel learning-based approach” Proceedings of 2014 Science and Information Conference, SAI 2014, London, United Kingdom, p 389-393, Aug 27-29, 2014.

43. Pin-Hsian Liu, Chih-Yang Lin*, Chia-Hung Yeh, Li-Wei Kang, Kyle Shih-Huang Lo, and Tai-Hwei Hwang, “Rain Removal Using Single Image based on Non-negative Matrix Fac-torization,” International Computer Symposium (ICS), Taichung, Taiwan, pp. 462-463, 12/12~12/14, 2014.

44. Chao-Yung Hsu, Li-Wei Kang, Chih-Yang Lin, Chia-Hung Yeh, and Chia-Tsung Lin, “Vision-based Detection of Steel Billet Surface Defects via Fusion of Multiple Image Features,” accepted by International Computer Symposium (ICS), Taichung, Taiwan, 12/12~12/14, 2014.

45. Hui-Fuang Ng, and Chih Yang Lin*, and Tatenda Muindisi, “Fast Image Matching Using Multi-level Texture Descriptor," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2014), Siem Reap, city of Angkor Wat, Cambodia, pp. 1-5, Dec. 9-12, 2014.

46. Guo-Shiang Lin, Minh-Tuan Nguyen, Chia-Hung Yeh, and Chih-Yang Lin*, “An Adaptive-Window-Based Image Dehazing Method,” accepted by Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2014), Siem Reap, city of Angkor Wat, Cambodia, pp. 1-4, Dec. 9-12, 2014.

47. Kahlil Muchtar, Chih-Yang Lin*, and Chia-Hung Yeh, “GrabCut-Based Abandoned Object Detection,” Proceedings of the 16th International Workshop on Multimedia Signal Processing (MMSP 2014), Jakarta, Indonesia, pp. 1-6, Sep. 22-24, 2014. 

48. Chih-Yang Lin, Cheng-Hao Yeh, and Chia-Hung Yeh, “Real-time Vehicle Color Identification for Surveillance Videos,” Proceedings of International Conference on Electronics, Communications and Computers (CONIELECOMP), Cholula Mexico, pp. 59-64, Feb. 26-28, 2014.

49. Chia-Hung Yeh, Tsung-Yi Tseng, Shu-Jhen Fan Jiang, and Chih-Yang Lin, “High Efficiency Video Coding via Predictive Texture Synthesis,” Proceedings of the 24th Computer Vision, Graphics and Image Processing Conference, Taiwan, 2013. Excellent Paper Award.

50. Chun-Wei Lu, Chih-Yang Lin*, Chao-Yung Hsu, Ming-Fang Weng, Li-Wei Kang, Hong-Yuan Mark Liao, “Identification and Tracking of Players in Sport Videos,” Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service, Huangshan, China, pp. 113-116, August 17-18, 2013.

51. Panyaporn Prangjarote, Chih-Yang Lin*, and Chia-Hung Yeh, “High Efficient Joint Fingerprinting and Decryption for Multimedia Distribution", Proceedings of International Conference on Information, Communications and Signal Processing (ICICS), Tainan, pp. 1-5, Dec. 10-13, 2013.

52. Chih-Yang Lin*, Pin-Hsian Liu, Tatenda Muindisi, Chia-Hung Yeh, and Po-Chyi Su, “Non-liner Learning for Mixture of Gaussians", Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2013), Kaohsiung, Taiwan, pp. 1-5, Oct. 29-Nov. 1, 2013.

53. Kahlil Muchtar, Chih-Yang Lin*, Li-Wei Kang, and Chia-Hung Yeh, “Abandoned Object Detection in Complicated Environments", Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2013), Kaohsiung, Taiwan, pp. 1-6, Oct. 29-Nov. 1, 2013.

54. Hui-Fuang Ng, Davaajargal Jargalsaikhan, Jui-Chi Chen, and Chin-Yang Lin, " An Improved Method for Image Thresholding based on the Valley-Emphasis Method", Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2013), Kaohsiung, Taiwan, pp. 1-4, 10/29-11/1, 2013.

55. Yi-Hui Chen, Chih-Yang Lin*, Wanutchaporn Sirakriengkrai, “Self-Authentication Mechanism with Recovery Ability for Digital Images,” Proceedings of the 7th International Conference on Complex, Intelligent, and Software Intensive System (CISIS 2013), Taichung, Taiwan, pp. 299-304, July 3-5, 2013.

56. Chao-Yung Hsu, Chih-Yang Lin*, Li-Wei Kang, and Hong-Yuan Mark Liao, “Cross-camera Complementary Vehicle Matching via Feature Expansion for Video Forensics,” Proceedings of the 17th IEEE International Symposium on Consumer Electronics, Hsinchu, Taiwan, pp. 211-212, June 3-6, 2013.

57. Chin-Yang Lin, Wei-Wen Chang, Panyaporn Prangjarote, Chia-Hung Yeh, and Guo-Shiang Lin, “Alleviating Cavity Problems in Moving Object Detection based on Hysteresis Thresholding and Multi-Models,” Proceedings of the 17th IEEE International Symposium on Consumer Electronics, Hsinchu, Taiwan, pp. 191-192, June 3-6, 2013.

58. Hsiang-Erh Lai, Chih-Yang Lin*, Ming-Kai Chen, Li-Wei Kang, and Chia-Hung Yeh, “Moving Object Detection based on Hysteresis Thresholding,” Advances in Intelligent Systems and Applications, International Computer Symposium(ICS 2012), Series of Smart Innovation, Systems and Technologies, Springer, Hualien, Taiwan, pp.289-298, Dec. 12-14, 2012.

59. Yu-Hsien Sung, Wen-Yu Tseng, Pao-Hung Lin, Li-Wei Kang, Chih-Yang Lin*, Chia-Hung Yeh, “Significance-Preserving-Guided Content-Aware Image Retargeting,” Advances in Intelligent Systems and Applications, International Computer Symposium(ICS 2012), Series of Smart Innovation, Systems and Technologies, Springer, Hualien, Taiwan, pp.339-348, Dec. 12-14, 2012.

60. Shu-Jhen Fan Jiang, Kahlil Muchtar, Chih-Yang Lin*, Li-Wei Kang, Chia-Hung Yeh, “Background subtraction by modeling pixel and neighborhood information,” Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2012), Hollywood, CA, USA, pp. 1-4, Dec. 3-6, 2012.

61. Yu-Hsien Sung, Chih-Yang Lin*, and Chia-Hung Yeh, “Video Surveillance with Privacy Preservation,” Proceedings of National Symposium Telecommunications (NST 2012), Changhua, Nov. 16-17, Taiwan, 2012.

62. Chia-Hung Yeh, Chih-Yang Lin*, Kahlil Muchtar, and Li-Wei Kang, “Color Invariant Background Modeling for Moving Objects Detection,” Proceedings of Computer Vision & Graphic Image Processing (CVGIP2012), Nantou, Taiwan, Aug. 12-14, 2012.

63. Li-Wei Kang, Kahlil Muchtar, Jyh-Da Wei, Chih-Yang Lin*, Duan-Yu Chen, and Chia-Hung Yeh, “Privacy-Preserving Multimedia Cloud Computing via Compressive Sensing and Sparse Representation,” Proceedings of the Third International Conference on Information Security and Intelligent Control (ISIC 2012), Yunlin, Taiwan, pp. 248-251, Aug. 14-16, 2012.

64. Chih-Yang Lin, Li-Wei Kang, Kahlil Muchtar, Jyh-Da Wei*, and Chia-Hung Yeh, “Image Copy Detection via Dictionary Learning and Sparse Coding,” Proceedings of the Third International Conference on Information Security and Intelligent Control (ISIC 2012), Yunlin, Taiwan, pp. 244-247, Aug. 14-16, 2012.

65. Chia-Hung Yeh, Li-Wei Kang, Cheng-Yang Lin, and Chih-Yang Lin*, “Efficient Image/Video Dehazing through Haze Density Analysis Based on Pixel-based Dark Channel Prior,” Proceedings of the Third International Conference on Information Security and Intelligent Control (ISIC 2012), Yunlin, Taiwan, pp. 240-243, Aug. 14-16, 2012.

66. Panyaporn Prangjarote, Chih-Yang Lin*, Li-Wei Kang, Chia-Hung Yeh, “Joint Fingerprinting and Decryption for VQ Images through Bipartite Matching,” Proceedings of the Sixth International Conference on Genetic and Evolutionary Computing (ICGEC-2012), Kitakyushu, Japan, pp. 27-30, Aug. 25-28, 2012.

67. Chih-Yang Lin*, Wei-Wen Chang, and Yi-Hui Chen, “Intelligent Projector System based on Computer Vision," Proceedings of the Fifth International Conference on Genetic and Evolutionary Computing (ICGEC-2011), Kimen, Taiwan, pp. 176-179, Aug. 29-Sept. 1, 2011.

68. Chih-Yang Lin*, Chao-Chin Chang, Yi-Hui Chen, and Panyaporn Prangjarote, “Multimedia Privacy Protection System for Mobil Environments," Proceedings of The 7th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2011), Dalian, China, pp. 133-136, 2011.

69. Kahlil Muchtar, Chih-Yang Lin*, Li-Wei Kang and Chia-Hung Yeh, “Robust Background Modeling based on Multiscale Color Description," Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2011), Xi’an, China, pp. 1-4, 2011.

70. Li-Wei Kang*, Chih-Yang Lin, Hung-Wei Chen, Chia-Mu Yu, Chun-Shien Lu, Chao-Yung Hsu, and Soo-Chang Pei, “Secure Transcoding for Compressive Multimedia Sensing," Proceedings of IEEE International Conference on Image Processing (ICIP-2011), Brussels, Belguim, pp. 933-936, 2011.

71. Tzung-Her Chen*, Wei-Lun Huang, and Chih-Yang Lin, “Chaos-based Image Integrity Authentication Code," Proceedings of International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP-2010), Darmstadt, Germany, pp. 13-16, Oct. 15-17, 2010.

72. Chih-Yang Lin*, Wei-Lun Huang, and Tzung-Her Chen, “Noise-resistant Joint Fingerprinting and Decryption Based on Vector Quantization," Proceedings of The 5th International Conference on Broadband, Wireless Computing, Communication and Applications (BWCCA 2010),Fukuoka, Japan, pp. 463-468, Nov. 4-6, 2010.

73. Chih-Yang Lin, Chao-Chin Chang, Wei-Wen Chang, Meng-Hui Chen, and Li-Wei Kang, “Real-Time Robust Background Modeling Based on Joint Color and Texture Descriptions," Proceedings of The Fourth International Conference on Genetic and Evolutionary Computing (ICGEC 2010), Shenzhen, China, pp. 622-625, Dec. 13-15, 2010.

74. Chao-Chin Chang and Chih-Yang Lin*, “Multimedia Privacy-Preserving on Mobile Phones," Proceedings of Workshop on Consumer Electronics (WCE2010), Tainan, Taiwan, pp. 390-398, 2010.

75. Wei-Wen Chang, Meng-Hui Chen, and Chih-Yang Lin*, " Smart Projector Without Harsh Light to Hurt Eyes," Proceedings of Workshop on Consumer Electronics (WCE2010), Tainan, Taiwan, pp. 329-335, 2010.

76. Hui-Ping Hsieh, Jing-Cun You, Chih-Yang Lin*, “When 3DsMax Meets Unity — The Case of Nanhua University Guided Tour", Proceedings of International Conference on University Basic computers Education and eLearning (iCube2010), Taipei, Taiwan, 2010.

77. Chih-Yang Lin and Chun-Shien Lu, “A New Joint Fingerprinting and Decryption Scheme Resistant to Content Leakage and Tampering Attack," Proceedings of the 22th Computer Vision, Graphics and Image Processing Conference, Taiwan, pp. 10-18, 2009. CVGIP2009 Best Paper Award

78. Tsung-Chan Lee, Tsann-Tay Tang, Wen-Hao Wang, Chih-Yang Lin, “Object-Based Key Frame Extraction by Analyzing Object Trajectories in Surveillance Video," Proceedings of the 22th Computer Vision, Graphics and Image Processing Conference, Taiwan, pp. 1644-1651, 2009.

79. Jau-Hong Kao, Chih-Yang Lin, Wen-How Wang, Yi-Ta Wu, “A Unified Hierarchical Appearance Model for People Re-identification Using Multi-view Vision Sensors," Proceedings of the 2008 Pacific-Rim Conference on Multimedia (PCM), Tainan, Taiwan, LNCS, Springer Verlag, pp. 553-562, December 9-13, 2008. PCM2008 Best Paper Award.

80. Chih-Yang Lin and Wen-Hao Wang, “An Abandoned Objects Management System Based on the Gaussian Mixture Model," Proceedings of the 2008 International Conference on Convergence and Hybrid Information Technology, Korea, pp. 169-175, August 28-30, 2008.

81. Chih-Yang Lin and Wen-Hao Wang, “Efficient and Robust Background Modeling Based on Texture Description," Proceedings of the 20th Computer Vision, Graphics and Image Processing Conference, Taiwan, pp. 316-322, 2007.

82. Chin-Cheng Chang*, Chih-Yang Lin, and Yu-Zheng Wang, “A High Payload VQ Steganographic Method for Binary Images," Proceedings of the 6th International Workshop on Digital Watermarking(IWDW 2007), Guangzhou, China, LNCS, Springer Verlag, pp. 467-481, 2007.

83. Chin-Chen Chang* and Chih-Yang Lin, “Density-Based Image Vector Quantization Using a Genetic Algorithm," Proceedings of the 13th International MultiMedia Modelling Conference (MMM2007), Nanyang, Singapore, LNCS, Springer Verlag, pp. 289-298, 2007. (EI)

84. Chin-Cheng Chang*, Chih-Yang Lin, and Yu-Zheng Wang, “VQ image Steganographic Method with High Embedding Capacity Using Multi-Way Search Approach," Proceedings of the 2005 International Workshop on Intelligent Information Hiding and Multimedia Signal Processing, LNAI 3683, Springer Verlag, Germany, pp. 1058-1064, 2005.

85. Chih-Yang Lin and Chin-Chen Chang*, “A Prediction Scheme for Image Vector Quantization Based on Mining Association Rules," Proceedings of the 2004 Advanced Workshop on Content Computing, — AWCC 2004, C. H. Chi and K. Y. Lam (Eds.), LNCS, Springer Verlag, Germany, pp. 230-240, 2004.

86. Chang-Jiun Tsai, Shian-Shyong Tseng, Chih-Yang Lin, “A Two-phase Fuzzy Mining and Learning Algorithm for Adaptive Learning Environment," Proceedings of the 2001 International Conference on Computational Science, San Francisco, CA, USA, LNCS, Springer Verlag, Germany, pp. 429-438, 2001.

87. Chih-Yang Lin and Gwo-Jen Hwang, “An Intelligent Learning Diagnosis Model for Developing Distance Education Systems", Proceedings of the 2nd International Conference on Information Reuse and Integration, Hawaii, USA, pp. 1-3, 2000.

Patents

1. Chih-Yang Lin , “Removing Method Of Rain Streak In Image ,”  R. O. C. Patent No. I 734598, 2020/07/21~2040/08/25 . 

2. Chia-Chen Kuo, Chih-Yang Lin, Shan-Ming Wang, Wen-June Hunag, “Method for Face Searching in Images,” United States Patent, Patent No. US 10,943,090 B2, Mar. 9, 2021. 

3. Chih-Yang Lin, Pin-Hsien Liu, Cheng-Hung Chuang, Minimal Cut Algorithm For Spine Segmentation R. O. C. Patent No. I 648035, 2019/01/21~2038/03/21 . 

4. Chia-Chen Kuo, Chih-Yang Lin, Shang-Ming Wang, Wen-Jung Huang “Methods of Human Face Tracking in Videos,”  R. O. C. Patent No. 106128663 , 2018/09/21~2037/08/22 . 

5. Chih-Yang Lin, “Copy Image Reconstruction System,” R. O. C. Invention Patent No. I 546691, 2016/08/21~2034/10/28.

6. Chih-Yang Lin, Yu-Hsien Sung, Chia-Hung Yeh, “Surveillance System with Privacy Protection and its Methods,” R. O. C. Invention Patent No. I 508552, 2015/11/11~2033/3/13.

7. Chih-Yang Lin, Chia-Hung Yeh, Li-Wei Kang, and Kahlil Muchta, “Synchronized Background Modeling Methods,” R. O. C. Invention Patent No. I 476703, 2015/3/11~2032/8/8.

8. Chih-Yang Lin and Yi-Chwen Weng, “Interactive Camera Device,” R. O. C. Utility Model Patent No. M455932, 2013/6/21 ~ 2023/03/11.

9. Jau-Hong Kao, Chih-Yang Lin, Wen-How Wang, and Yi-Ta Wu, “Methods of Generating Models of Object's Exterior, Object Recognition Method and Surveillance System,” Patent in Japan, Invention No. 4975801 Patent Rights, 2009/12~2029/12, 2012/08.

10. Jau-Hong Kao, Chih-Yang Lin, Wen-How Wang, and Yi-Ta Wu, “Methods for Systems for Creating a Hierarchical Appearance Model,” European Patent (UK, France and Germany), Invention No. EP2194487 Patent Rights, 2008/12~2028/12, 2011/09.