{"id":441,"date":"2024-04-17T15:58:59","date_gmt":"2024-04-17T07:58:59","guid":{"rendered":"https:\/\/a19.nycu.edu.tw\/?p=441"},"modified":"2024-04-17T16:11:19","modified_gmt":"2024-04-17T08:11:19","slug":"associate-professor-tzer-jen-wei","status":"publish","type":"post","link":"https:\/\/a19.nycu.edu.tw\/index.php\/2024\/04\/17\/associate-professor-tzer-jen-wei\/","title":{"rendered":"Associate Professor Tzer-Jen Wei"},"content":{"rendered":"<h6>Associate Professor, Institute of Electronics, National Yang Ming Chiao Tung University<\/h6>\n<p>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/a19.nycu.edu.tw\/wp-content\/uploads\/2024\/04\/tzer-jen-wei.jpg\" alt=\"\" width=\"133\" height=\"133\" class=\"alignright size-full wp-image-420\" srcset=\"https:\/\/a19.nycu.edu.tw\/wp-content\/uploads\/2024\/04\/tzer-jen-wei.jpg 133w, https:\/\/a19.nycu.edu.tw\/wp-content\/uploads\/2024\/04\/tzer-jen-wei-45x45.jpg 45w\" sizes=\"auto, (max-width: 133px) 100vw, 133px\" \/><\/p>\n<p><b>Background: <\/b>Ph.D., California Institute of Technology<br \/>\n<b>Research Interests: <\/b>Set Theory, Cryptography, Theory of Computation<br \/>\n<b>Profile Page: <\/b><a href=\"https:\/\/github.com\/tjwei\" target=\"_blank\" rel=\"noopener\">Personal webpage<\/a><br \/>\n<b>Laboratory: <\/b><a href=\"https:\/\/deeptricklab.github.io\/\" target=\"_blank\" rel=\"noopener\">Deep Trick Lab<\/a>\n<\/p>\n<p><b>Professional Experience:<\/b><\/p>\n<ul>\n<li>Associate Professor, the Institute of Smart Computing and Technology, National Yang Ming Chiao Tung University(2019~)<\/li>\n<li>Google Developer Expert in Machine Learning(2019~)<\/li>\n<li>AWS Educate Cloud Ambassador(2019~)<\/li>\n<li>Junior Chair Professor Award, National Chiao Tung University (2019~2022)<\/li>\n<li>Researcher, Institute of Big Data, ITRI\uff08part-time\uff09(2020)<\/li>\n<li>\u512a\u5fc5\u9054\u4eba\u5de5\u667a\u6167\u9867\u554f\uff08\u517c\u4efb\uff09(2018~2020)<\/li>\n<li>\u6728\u523b\u601d\u9996\u5e2d\u6578\u5b78\u5bb6\uff08\u517c\u4efb\uff09 (2018)<\/li>\n<li>\u570b\u7acb\u6771\u83ef\u5927\u5b78\u61c9\u7528\u6578\u5b78\u7cfb\u526f\u6559\u6388(2006~2019)<\/li>\n<\/ul>\n<p><!--\n<b>Major Awards and Honors:<\/b>\n\n\n<ul>\n \t\n\n<li>MOST Outstanding Technology Transfer Award (2020)<\/li>\n\n\n \t\n\n<li>MXIC Best Advisor Award (2020)<\/li>\n\n\n \t\n\n<li>MOST AI Innovation Project Program Best Worthy Investment Team Award (2019)<\/li>\n\n\n \t\n\n<li>MOST Future Tech Award (2018)<\/li>\n\n\n \t\n\n<li>MOST Outstanding Technology Transfer Award (2017)<\/li>\n\n\n \t\n\n<li>MOST Best Industrial Academia Consortium Award (2016)<\/li>\n\n\n \t\n\n<li>MOST Outstanding Research Award (2016)<\/li>\n\n\n \t\n\n<li>Chinese Institute of Engineers (CIE) Outstanding Engineering Professor Award (2014)<\/li>\n\n\n \t\n\n<li>National Invention Silver Award (2012)<\/li>\n\n\n \t\n\n<li>The Chinese Institute of Electrical Engineering (CIEE) Outstanding Engineering Professor Award (2010);<\/li>\n\n\n \t\n\n<li>The Chinese Institute of Electrical Engineering (CIEE) Middle Taiwan Outstanding Engineering Professor Award (2008);<\/li>\n\n\n<\/ul>\n\n\n<b>Publication:<\/b>\n\n\n<table border=\"0\">\n\n\n<tbody>\n\n\n<tr>\n\n\n<td>[1]<\/td>\n\n\n\n\n<td>Hung-Wei Lin, Vinay M. Shivanna, Hsiu Chi Chang, and Jiun-In Guo,\u201d Real-Time Multiple Pedestrian Tracking with Joint Detection and Embedding Deep Learning Model for Embedded Systems,\u201d accepted by IEEE Access, April 9th, 2022. (SCI, IF=4.48, H-index=127, JCI Rank=58\/223 in Engineering, Electrical and Electronics)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[2]<\/td>\n\n\n\n\n<td>Tzu-Hsien Sang, Kuan-Yu Tseng, Feng-Tsun Chien, Chia-Chih Chang, Yi-Hsin Peng, and Jiun-In Guo, \u201cDeep Learning-based Velocity Estimation for FMCW Radar with Random Pulse Position Modulation,\u201d accepted by IEEE Sensors Letters, March 1st, 2022 (SCI, IF=2.36)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[3]<\/td>\n\n\n\n\n<td>Yu-Shu Ni, Vinay Malligere Shivanna, Jiun-In Guo,\u201d iVS Dataset and ezLabel: A Dataset and a Data Annotation Tool for Deep Learning based ADAS Applications,\u201d Remote Sensing, 2022, 14, 833. (SCI, IF=4.848), https:\/\/doi.org\/10.3390\/rs14040833<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[4]<\/td>\n\n\n\n\n<td>Chia-Chi Tsai and Jiun-In Guo,\u201d IVS-Caffe \u2013 Hardware-Oriented Neural Network Model Development,\u201d IEEE Transactions on Neural Networks and Learning Systems (Early access), pp. 1-15, July 26th, 2021. (SCI, IF=12.51)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[5]<\/td>\n\n\n\n\n<td>Chun-Yu Lai, Bo-Xun Wu, Vinay M. Shivanna, and Jiun-In Guo,\u201d MTSAN: Multi-Task Semantic Attention Network for ADAS Applications,\u201d IEEE Access, vol. 9, pp. 50700-50714, 2021. (SCI, IF=4.48)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[6]<\/td>\n\n\n\n\n<td>Zohauddin Ahmad, Yan-Min Liao, Sheng-I Kuo, You-Chia Chang, Rui-Lin Chao, Naseem, Yi-Shan Lee, Yung-Jr Hung, Huang-Ming Chen, Jyehong Chen, Jiun-In Guo, and Jin-Wei Shi, \u201cHigh-Power and High-Responsivity Avalanche Photodiodes for Self-Heterodyne FMCW Lidar System Applications,\u201d IEEE Access, vol. 9, pp. 85661-85671, 2021. (SCI, IF=4.48)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[7]<\/td>\n\n\n\n\n<td>Tzu-Hsien Sang, Feng-Tsun Chien, Chia-Chih Chang, Kuan-Yu Tseng, Bo-Sheng Wang, and Jiun-In Guo,\u201d DoA Estimation for FMCW Radar by 3D-CNN,\u201d Sensors, vol. 21, no. 16, Aug. 2021, (SCI, IF=3.576)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[8]<\/td>\n\n\n\n\n<td>Yu-Ting Li, Paul Kuo and Jiun In Guo, \"Automatic Industry PCB Board DIP Process Defect Detection System based on Deep Ensemble Self-Adaption Method,\" IEEE Transactions on Components, Packaging and Manufacturing Technology, vol. 11, issue 2, pp. 312-323, Feb. 2021. (SCI, IF=2.31)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[9]<\/td>\n\n\n\n\n<td>Wen-Chia Tsai, Jhih-Sheng Lai, Kuan-Chou Chen, Vinay M. Shivanna and Jiun-In Guo, \u201cA Lightweight Motional Objects Behavior Prediction System Harnessing Deep Learning Technology for Embedded ADAS Applications,\u201d Electronics, Electrical and Autonomous Vehicles session, special issue Autonomous Vehicles Technology, vol. 10, issue 6, pp. 692, 2021. (SCIE, IF=2.412)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[10]<\/td>\n\n\n\n\n<td>Jiun-In Guo, Chia-Chi Tsai, Jian-Lin Zeng, Shao-Wei Peng, and En-Chih Chang,\u201d Hybrid Fixed Point\/Binary Deep Neural Network Design Methodology for Low Power Object Detection,\u201d IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), vol. 10, no. 3. pp. 388-400, September 2020. (SCI, IF=4.643)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[11]<\/td>\n\n\n\n\n<td>Guan-Ting Lin, Vinay Malligere Shivanna, and Jiun-In Guo, \u201cA Deep Learning Model with Task-Specific Bounding Box Regressors and Conditional Back-Propagation for Moving Object Detection in ADAS Applications,\u201d Sensors, special issue on \"Sensor and Communication Systems Enabling Autonomous Vehicles\u201d, vol. 20, no. 18, pp. 1-21, Sept. 2nd, 2020. (SCIE, IF=3.275)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[12]<\/td>\n\n\n\n\n<td>Jin-Wei Shi, Jiun-In Guo, Manabu Kagami, Paul Suni, and Olaf Ziemann, \u201cPhotonic technologies for autonomous cars: feature introduction,\u201d Optics Express, vol. 27, no. 5, pp. 7627-7628, March, 2019. (SCI, IF=3.356, ranked 1st out of 94 journals)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[13]<\/td>\n\n\n\n\n<td>Chia-Chi Tsai, Cheng-Yen Lin, and Jiun-In Guo, \"Dark channel prior based video dehazing algorithm with sky preservation and its embedded system realization for ADAS applications,\" Optics Express, vol. 27, no. 9, pp. 11877-11901, April 2019. (SCI, IF=3.356, ranked 1st out of 94 journals)<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>[14]<\/td>\n\n\n\n\n<td>Vinay M. Shivanna, Kuan-Chou Chen, Bo-Xun Wu, and Jiun-In Guo,\u201d A Comparison of Traditional and CNN Based Computer Vision Sensors for Detection and Recognition of Road Signs,\u201d the Open Access book, \"Vision Sensors\" edited by Dr. Francisco J. Gallegos-Funes, July 13, 2021. (SCI) @ IntechOpen Book Chapter.<\/td>\n\n\n<\/tr>\n\n\n<\/tbody>\n\n\n<\/table>\n\n\n--><\/p>\n","protected":false},"excerpt":{"rendered":"<h6>Associate Professor, Institute of Electronics, National Yang Ming Chiao Tung University<\/h6>\n<p>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/a19.nycu.edu.tw\/wp-content\/uploads\/2024\/04\/tzer-jen-wei.jpg\" alt=\"\" width=\"128\" height=\"128\" class=\"alignleft size-full wp-image-420\" srcset=\"https:\/\/a19.nycu.edu.tw\/wp-content\/uploads\/2024\/04\/tzer-jen-wei.jpg 133w, https:\/\/a19.nycu.edu.tw\/wp-content\/uploads\/2024\/04\/tzer-jen-wei-45x45.jpg 45w\" sizes=\"auto, (max-width: 128px) 100vw, 128px\" \/><br \/>\n<b>Background: <\/b>Ph.D., California Institute of Technology<br \/>\n<b>Research Interests: <\/b>Set Theory, Cryptography, Theory of Computation<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-441","post","type-post","status-publish","format-standard","hentry","category-professor_en"],"_links":{"self":[{"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/posts\/441","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/comments?post=441"}],"version-history":[{"count":5,"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/posts\/441\/revisions"}],"predecessor-version":[{"id":446,"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/posts\/441\/revisions\/446"}],"wp:attachment":[{"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/media?parent=441"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/categories?post=441"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/a19.nycu.edu.tw\/index.php\/wp-json\/wp\/v2\/tags?post=441"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}