Journal papers:
[1] Yu-Chen Lin, Che-Tsung Lin and Cheng-Chuan Chang, "Revolutionary Non-Blind Areas Intelligent Surveillance Systems with See-Through Technology," International Journal of Computational Intelligence in Control, vol.7, no.1, pp.59-71, 2015-08. (EI)
[2] Che-Tsung Lin, Shu-Ping Chen, Patrisia Sherryl Santoso, Hung-Jin Lin & Shang-Hong Lai, "Real-time Single-Stage Vehicle Detector Optimized by Multi-Stage Image-based Online Hard Example Mining," IEEE Transactions on Vehicular Technology, vol.69, no.2, pp.1505-1518, 2020-02.
[3] Che-Tsung Lin, Sheng-Wei Huang, Yen-Yi Wu, & Shang-Hong Lai,, "GAN-Based Day-to-Night Image Style Transfer for Nighttime Vehicle Detection," IEEE Transactions on Intelligent Transportation System, pp. 1-13, 2021-02 .
[4] Che-Tsung Lin, Jie-Long Kew, Chee Seng Chan, Shang-Hong Lai, & Christopher Zach, "Cycle-Object Consistency for Image-to-Image Domain Adaptation," Pattern Recognition, 2023-02.
[5] Chun Chet Ng*, Che-Tsung Lin*, Zhi Qin Tan, Xinyu Wang, Jie-Long Kew, Chee Seng Chan, & Christopher Zach, "When IC Meets Text: Towards a Rich Annotated Integrated Circuit Text Dataset," Pattern Recognition, 2023-11. *= Equal Contribution
[6] Che-Tsung Lin*, Chun Chet Ng*, Zhi Qin Tan, Wan Jun Nah, Xinyu Wang, Jie-Long Kew, Pohao Hsu, Shang Hong Lai, Chee Seng Chan, & Christopher Zach, "Text in the dark: Extremely low-light text image enhancement," Signal Processing: Image Communication, 2025-01. *= Equal Contribution
Conference papers:
[1] Che-Chung Lin, Li-Sheng Wang, Fan-Ren Chang, Chi-Chih Chen, “Use of Residual DOP and Genetic Algorithm in Weighted-Least-Square GPS Positioning,” National Technical Meeting of the Institute of Navigation, pp. 508-514, Jan 2006.
[2] Che-Chung Lin, His-Wen Hsieh, Dau-Chen Huang, Chi-Wei Lin, Yung-Sheng Liao & Yung-Hsin Chen, “Development of a Multimedia-Based Vehicle Lane Departure Warning, Forward Collision Warning and Event Video Recorder Systems,” The Ninth IEEE International Symposium on Multimedia Workshops, pp. 122-129, Dec 2007.
[3] Che-Chung Lin, Yung-Hsin Chen, Chi-Wei Lin & Dau-Chen Huang, “Upgrading the Capability of a Vision-based Vehicle Lane-Departure and Forward-Collision Warning System,” Proceeding of the 9th International Symposium on Advanced Vehicle Control, pp. 497-502, Oct 2008.
[4] Che-Chung Lin, Chi-Wei Lin, Dau-Chen Huang & Yung-Hsin Chen, “Design a Support Vector Machine-based Intelligent System for Vehicle Driving Safety Warning,” IEEE Conference on Intelligent Transportation System, pp. 938-943, Oct 2008.
[5] Che-Chung Lin & Chi-Wei Lin, “Embedded Vision-Based Collision Warning System for Monitoring The Blind Spot Area,” Proceedings of the IASTED International Conference on Signal and Image Processing, Aug 2009.
[6] Che-Chung Lin, Yu-Chen Lin, Long-Tai Chen & Yu-Shiang Fu, “A Novel Fast Dehazing Algorithm in Driver Assistance System,” The 6th IEEE Conference on Industrial Electronics and Applications, pp. 1560-1563, Jun 2011.
[7] Yu-Chen Lin, Che-Chung Lin, Long-Tai Chen & Ching-Kun Chen “Adaptive IPM-Based Lane Filtering for Night Forward Vehicle Detection,” The 6th IEEE Conference on Industrial Electronics and Applications, pp. 1568-1573, Jun 2011.
[8] Li-Wei Kang, Chia-Wen Lin, Che-Tsung Lin & Yu-Chen Lin, “Self-Learning-based Rain Streak Removal for Image/Video,” IEEE International Symposium on Circuits and Systems, pp. 1871-1874, May 2012.
[9] Che-Tsung Lin, Yu-Chen Lin, Wei-Cheng Liu & Chi-Wei Lin, “A Real-Time Rear Obstacle Detection System Based On a Fish-Eye Camera,” Asia Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference, Dec 2012.
[10] Yu-Chen Lin, Che-Tsung Lin, Wei-Cheng Liu & Long-Tai Chen, “A Vision-Based Obstacle Detection System for Parking Assistance,” The 8th IEEE Conference on Industrial Electronics and Applications, pp. 1627-1630, Jun 2013.
[11] Che-Tsung Lin, Yu-Chen Lin, Long-Tai Chen & Yuan-Fang Wang, “Front Vehicle Blind Spot Translucentization Based on Augmented Reality,” 2013 IEEE 78th Vehicular Technology Conference, pp. 1-6, Sep 2013.
[12] Che-Tsung Lin, Yu-Chen Lin, Long-Tai Chen & Yuan-Fang Wang, “In-Image Rain Wiper Elimination for Vision-Based Advanced Driver Assistance Systems,” 2014 IEEE International Conference on Control & Automation, Jun 2014.
[13] Che-Tsung Lin, Yu-Chen Lin, Long-Tai Chen & Yuan-Fang Wang, “Enhancing Vehicular Safety in Adverse Weather using Computer Vision Analysis,” 2014 IEEE 80th Vehicular Technology Conference, Sep 2014.
[14] Yu-Chen Lin, Che-Tsung Lin, Cheng-Chuan Chang & Long-Tai Chen, “Intelligent Surveillance System with See-Through Technology," 2014 IEEE 17th International Conference on Intelligent Transportation Systems , pp. 2029-2034 , Oct 2014.
[15] Che-Tsung Lin & Yuan-Fang Wang, “Evaluation, Design and Application of Object Tracking Technologies for Vehicular Safety Applications,” 2015 IEEE 82nd Vehicular Technology Conference, Sep 2015.
[16] Che-Tsung Lin, Long-Tai Chen, Pai-Wei Cheng & Yuan-Fang Wang, “Robust and Efficient Tracking with Large Lens Distortion for Vehicle Technology Applications,” 2016 IEEE 84th Vehicular Technology Conference, Sep 2016.
[17] Hsin-Yuan Huang, Shuo-Han Yeh, Che-Tsung Lin & Shang-Hong Lai, “Video stabilization with distortion correction for wide-angle lens dashcam,” Asia Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference, Dec 2016.
[18] Che-Tsung Lin, Patrisia Sherryl Santoso, Shu-Ping Chen, Hung-Jin Lin & Shang-Hong Lai, "Fast Vehicle Detector for Autonomous Driving," International Conference of Computer Vision Workshop, Oct, 2017.
[19] Guan-Ting Lin, Patrisia Sherryl Santoso, Che-Tsung Lin, Chia-Chi Tsai & Jiun-In Guo, "Stop Line Detection and Distance Measurement for Road Intersection based on Deep Learning Neural Network," Asia Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference, Dec 2017.
[20] Sheng-Wei Huang*, Che-Tsung Lin*, Shu-Ping Chen, Yen-Yi Wu, Po-Hao Hsu, & Shang-Hong Lai, "AugGAN: Cross Domain Adaptation with GAN-based Data Augmentation," European Conference on Computer Vision (ECCV), Sep 2018. *= Equal Contribution
[21] Guan-Ting Lin, Patrisia Sherryl Santoso, Che-Tsung Lin, Chia-Chi Tsai, Jiun-In Guo, "One Stage Detection Network with an Auxiliary Classifier for Real-Time Road Marks Detection," Asia Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference, Nov 2018.
[22] Che-Tsung Lin, "Cross domain adaptation for on-road object detection using multimodal structure-consistent image-to-image translation," International Conference on Image Processing (ICIP), Sep 2019.
[23] Kuan-Chou Chen, Guan-Ting Lin, Che-Tsung Lin, and Jiun-In Guo, “Recognizing Chinese Texts With 3D Convolutional Neural Network”, International Conference on Image Processing (ICIP), Sep 2019.
[24] Tien-Wen Yeh, Ssu-Yun Lin, Huei-Yung Lin, Sheng-Wei Chan, Che-Tsung Lin, and Yan-Yu Lin, "Traffic Light Detection using Convolutional Neural Networks and Lidar Data," IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2019), Taipei, Taiwan, Dec. 3-6, 2019.
[25] Che-Tsung Lin, Yen-Yi Wu, Po-Hao Hsu, & Shang-Hong Lai, "Multi-modal Structure-Consistent Image-to-Image Translation," Association for the Advancement of Artificial Intelligence Conference on Artificial Intelligence (AAAI), Feb 2020. [acceptance rate: 1591/7737=20.6%]
[26] Huu Le, Rasmus Kjær Høier, Che-Tsung Lin, & Christopher Zach, "AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural Networks," Computer Vision and Pattern Recognition (CVPR), June, 2022.
[27] Xixi Liu, Che-Tsung Lin, & Christopher Zach, "Joint Energy-based Model for Deep Probabilistic Regression," International Conference on Pattern Recognition (ICPR), Aug, 2022.
[28] Xixi Liu, Dorian Staudt, Che-Tsung Lin, & Christopher Zach, "Effortless Training of Joint Energy-Based Models with Sliced Score Matching," International Conference on Pattern Recognition (ICPR), Aug, 2022.
[29] Pohao Hsu*, Che-Tsung Lin*, Chun-Chet Ng*, Jie-Long Kew, Mei Yih Tan, Shang-Hong Lai, Chee Seng Chan, & Christopher Zach, "Extremely Low-light Image Enhancement with Scene Text Restoration," International Conference on Pattern Recognition (ICPR), Aug, 2022. *= Equal Contribution
[30] Jing Chong Beh, Kam Woh Ng, Jie Long Kew, Che-Tsung Lin, Chee Seng Chan, Shang-Hong Lai, & Christopher Zach, "CyEDA: Cycle-Object Edge Consistency Domain Adaptation," International Conference on Image Processing (ICIP), Oct, 2022.
[31] Che-Tsung Lin, Thomas Streubel, Marco Dozza, Giulio Bianchi Piccinini, & Christopher Zach, "Data Augmentation via Neural-Style-Transfer for Driver Distraction Recognition," International Conference on Drivers' Distraction and Inattention (DDI), Oct, 2022.
[32] Yadong Mao, Zhuqi Xiao, Che-Tsung Lin, Pedro Porto Buarque de Gusmão, Nicholas Lane , Christopher Zach, & Mina Alibeigi, "Decentralized Training of 3D Lane Detection with Automatic Labeling Using HD Maps," 2023 IEEE 97th Vehicular Technology Conference, Jun, 2023.
[33] Wan Jun Nah, Chun Chet Ng, Che-Tsung Lin, Yeong Khang Lee, Jie Long Kew, Zhi Qin Tan, Chee Seng Chan, Christopher Zach, & Shang-Hong Lai, "Rethinking Long-Tailed Visual Recognition with Dynamic Probability Smoothing and Frequency Weighted Focusing," International Conference on Image Processing (ICIP), Oct, 2023.
[34] Josef Bengtson, David Nilsson, Che-Tsung Lin, Marcel Büsching, & Fredrik Kahl, "Adjustable Visual Appearance for Generalizable Novel View Synthesis," International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), Jul, 2024. (Best paper awards: 1st prize)
Patents:
[1] Che-Chung Lin, His-Wen Hsieh, Yung-Sheng Liao & Chin-Shen Yeh, “ Method for Auto-detecting the Location of an Imaging Acquiring Apparatus and a Vehicle Collision Warning System Using Thereof,” Taiwan(I305829).
[2] Che-Chung Lin, His-Wen Hsieh, Yung-Sheng Liao & Chin-Shen Yeh, “Method for Auto-detecting the Location of an Imaging Acquiring Apparatus and a Vehicle Collision Warning System Using Thereof,” China (ZL 2006 1 0165820.1).
[3] Che-Chung Lin, His-Wen Hsieh, Yung-Sheng Liao & Chin-Shen Yeh, “Method for Auto-detecting the Location of an Imaging Acquiring Apparatus and a Vehicle Collision Warning System Using Thereof,” China (ZL200910138487.9)
[4] His-Wen Hsieh, Chin-Shen Yeh, Che-Chung Lin & Yung-Sheng Liao,”The Driver Assistance System Auto-Calibration and Method for Vehicles,” Taiwan (I320547).
[5] Che-Chung Lin, Yung-Sheng Liao, His-Wen Hsieh, Chi-Wei Lin & Dau-Chen Huang, “Method for Auto-detecting the Tilt Angle of an Image Acquiring Apparatus and A Vehicle Collision Warning System Using Thereof,” Taiwan(I314108).
[6] Che-Chung Lin, Yung-Sheng Liao, His-Wen Hsieh, Chi-Wei Lin & Dau-Chen Huang, “Method for Auto-detecting the Tilt Angle of an Image Acquiring Apparatus and A Vehicle Collision Warning System Using Thereof,” China (ZL200710180948.X).
[7] His-Wen Hsieh, Yung-Sheng Liao, Che-Chung Lin, Chi-Wei Lin & Dau-Chen Huang, “Method for Predicting Lane Line and Lane Departure Warning System Using The Same,” China (ZL200710154344.8).
[8] His-Wen Hsieh, Yung-Sheng Liao, Che-Chung Lin, Chi-Wei Lin & Dau-Chen Huang, “Method for Predicting Lane Line and Lane Departure Warning System Using The Same,” Taiwan (I334517).
[9] Che-Chung Lin, Yu-Long Wang, Chi-Wei Lin, Dau-Chen Huang & Yi-Yu Chang, “Method for Determining The Angular Magnitude of Imaging Acquiring Apparatus and Vehicle Collision Warning System Using Thereof,” China (ZL200810182790.4).
[10] Che-Chung Lin, Yu-Long Wang, Chi-Wei Lin, Dau-Chen Huang & Yi-Yu Chang, “Method for Determining The Angular Magnitude of Imaging Acquiring Apparatus and Vehicle Collision Warning System Using Thereof,” Taiwan (I336670).
Local Journal:
[1] Che-Chung Lin “The Development of Image Processing Technology in Vehicle Tracking and Ranging,” Vehicle Industrial Monthly, Nov 2006.
[2] Che-Chung Lin, Dau-Chen Huang, Chi-Wei Lin & Yung-Sheng Liao,” Development of Lane Departure Warning, Forward Collision Warning and Event Video Recorder Systems,” Journal of the Mechatronic Industry, Nov 2007.
[3] Che-Chung Lin “The Image Processing Technology of Forward Collision Warning System,” Vehicle Industrial Monthly, Jan 2008
[4] Che-Chung Lin, Dau-Chen Huang, Chi-Wei Lin and Yu-Long Wang, “Embedded Vehicle Safety Warning System Based on Real-time Image Processing,” Journal of the Mechatronic Industry, Nov 2008.
[5] Yu-Chen Lin, Che-Chung Lin & Chi-Wei Lin “System Development Architecture of An Algorithm for Vision-Based Forward Vehicle Detection in Night Environments,” Vehicle Industrial Monthly, Oct 2010
[6] Yu-Chen Lin, Che-Chung Lin & Chi-Wei Lin, “Night Forward Vehicle Detection and System Architecture Development,” Journal of the Mechatronic Industry, Nov 2010.
[7] Din-Chang Tseng, Chi-Wei Lin, Yi-Kang Lan, Yu-Chen Lin & Che-Chung Lin, “Dynamic Vision for Stop and Go Obstacle Detection,” Journal of the Mechatronic Industry, Nov 2010.
[8] Chi-Wei Lin, Yu-Chen Lin & Che-Tsung Lin “Introduction of Rear Lane Departure Warning System,” Vehicle Industrial Monthly, Jun 2011.
[9] Che-Tsung Lin, Yu-Chen Lin & Chi-Wei Lin “Advanced Safety Vehicle under Dense Haze,” Vehicle Industrial Monthly, Nov 2011.
[10] Yu-Chen Lin, Chi-Wei Lin & Che-Tsung Lin, “Development of A Rear Safety Driving Assistance System,” Journal of the Mechatronic Industry, Nov 2011.
[11] Che-Tsung Lin, Yu-Chen Lin & Tsung-Tyng Tuan, “Around View Detection,” Vehicle Industrial Monthly, Jul 2012.
[12] Che-Tsung Lin & Yu-Chen Lin, “Single-Image-Based Rain Streak Removal and Its Application to Vision-Based Driving Assistance System,” Electricity Monthly, Sep 2012.
[13] Che-Tsung Lin & Yu-Chen Lin, “On The Study of De-Fog Algorithm Quantity Assessment Architecture of Front-Looking Safety Warning System,” Journal of the Mechatronic Industry, Nov 2012.
[14] Che-Tsung Lin & Long-Tai Chen, “Wiper Noise Elimination Algorithm for Camera-Based Driver Assistance,” Journal of the Mechatronic Industry, Apr 2014.
[15] Che-Tsung Lin & Long-Tai Chen, “View-Angle-Variable Around View Monitoring System” Journal of the Mechatronic Industry, Apr 2015.