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¿îÀüÀÚÀÇ »óųª Àǵµ¸¦ ÆľÇÇÏ¿© ±×¿¡ ´ëÇÑ »çÀü Á¶Ä¡¸¦ ÃëÇÏ´Â °ÍÀº ¹Ì·¡Çü ÀÚµ¿Â÷ÀÇ Â÷·® ´Éµ¿ ¾ÈÀü±â´É¿¡ ¸Å¿ì Áß¿äÇÑ ¿ä¼ÒÀÌ´Ù. ´Ù¾çÇÑ ¿îÀüÀÚÀÇ Çൿ°ú ½À°üÀ» ÆľÇÇÏ¿© °¢ ¿îÀüÀÚ¿¡ ´ëÇÑ Àǵµ¿Í »óŸ¦ Á¤È®È÷ ÆľÇÇϱâ À§Çؼ´Â ¿îÀüÀÚ¿¡ ´ëÇÑ ´Ù¾çÇÑ Á¤º¸¸¦ ¼¾¼¸¦ ÅëÇØ ÃëµæÇÏ°í À̸¦ ¹ÙÅÁÀ¸·Î ½Ã½ºÅÛÀ» ÇнÀ½Ãų ÇÊ¿ä°¡ ÀÖ´Ù. ÀÌ·¯ÇÑ ÇнÀ ´É·ÂÀ» °®´Â ÀΰøÁö´É ±â¹ýÀ» ¸Ó½Å ·¯´×(machine learning)À̶ó°í ºÎ¸£¸ç ÃÖ±Ù °æ¿µ, IT, »ý¹°, À¯Àü°øÇÐ, »ý»ê»Ó¸¸ ¾Æ´Ï¶ó ÀÚµ¿Â÷¿Í °°Àº °¢Á¾ ÀÀ¿ë ºÐ¾ß¿¡¼ ¹®Á¦ ÇØ°áÀ» À§ÇÑ »õ·Î¿î ÷´Ü ±â¹ýÀ¸·Î Å©°Ô °¢±¤¹Þ°í ÀÖ´Ù. ÀÌ¿¡ º» ¿¬±¸½Ç¿¡¼´Â Áö´ÉÇü ¿îÀüÀÚ Áö¿ø ½Ã½ºÅÛ, ÄÄÇ»Å͸¦ ÀÌ¿ëÇÑ ¼³°è ¹× Çؼ® ºÐ¾ß¿¡ ÀÌ·¯ÇÑ ¸Ó½Å ·¯´× ±â¹ýÀ» Àû¿ëÇÏ´Â ¿¬±¸µéÀ» ¼öÇàÇÏ°í ÀÖ´Ù.
References
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Myunggoo Lee, Yong Suh and Sang Hun Lee, "Deep Learning Based Driver Intent Inference on Highways", 2017 International Symposium on Computational Design and Engineering, Hochimin City, Vietnam, 2017.12.14-16
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Sang Hun Lee et al., "VAEGIS: Car that knows before you do via deep learning", 2017 PACE Global Annual Forum, Toluca, Mexico, 2017.7.23-28
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Chul Hwan Kim and Sang Hun Lee, "Driver Intent Inference at Urban Intersections using Deep Neural Network", 2017 PACE Global Annual Forum, Toluca, Mexico, 2017.7.23-28
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Sang Hun Lee et al, "Vaegis : Driver Protection System Based On Machine Learning and Automated Driving Technologies", 2016 Asian Conference on Design and Digital Engineering (ACDDE2016), Jeju, Korea, 2016.10.25~28
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Myunggoo Lee and Sang Hun Lee, "Prediction of Driver's Lane Change Intention Using Multi-Boosting Algorithm", 2016 Asian Conference on Design and Digital Engineering (ACDDE2016), Jeju, Korea, 2016.10.25~28
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Sang Hun Lee et al, "Intelligent Cockpit for Future Vehicles", 2016 PACE Global Annual Forum, Cincinnati, OH, USA, 2016.7.25-29
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Sang Hun Lee, Ji Hyun Yang, Dong Woon Ryu, Hyeon Bin Jeong, Woon-Sung Lee, "Development of Driver-State Estimation Algorithm Based on Hybrid Bayesian Network", Proceedings of the 2015 IEEE Intelligent Vehicle Symposium, pp. 1282-1286, 2015.06.28-07.01
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ÀÌ¸í±¸, ÀÌ»óÇå, "Â÷¼±º¯°æ¿¹ÃøÀ» À§ÇÑ SVM ¾Ë°í¸®Áò°ú AdaBoost±â¹ýÀÇ Àû¿ë", 2015 Çѱ¹ÄÄÇ»ÅÍÁ¾ÇÕÇмú´ëȸ, pp.-, 2015.6
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ÀÌ¸í±¸, ÀÌ»óÇå, "Â÷¼±º¯°æ Àǵµ ¹× ÁÖÇà»óÅ ¿¹ÃøÀ» À§ÇÑ ±â°èÇнÀ ±â¹ý ±¸¼º ¼º´É ºñ±³", 2015 Çѱ¹ÀÚµ¿Â÷°øÇÐȸ ºÎ¹®Á¾ÇÕ Çмú´ëȸ, pp.-, 2015.5
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ÀÌ»óÇü, ¾È´ë·æ, ¾çÁöÇö, ÀÌ»óÇå, "°áÁ¤Æ®¸® ¸Ó½Å·¯´× ±â¹ýÀ» ÀÌ¿ëÇÑ ¿îÀüÀÚ Â÷¼±º¯°æ Àǵµ Ãß·Ð", 2013 Çѱ¹ÀÚµ¿Â÷°øÇÐȸ Çмú´ëȸ ¹× Àü½Ãȸ, pp.740-741, 2013.11
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ÀÌ»óÇü, ¾çÁöÇö, ÀÌ»óÇå, "¿îÀüÀÚÀÇ Â÷¼± º¯°æ Àǵµ ÆľÇÀ» À§ÇÑ ¸Ó½Å ·¯´× ±â¹ýÀÇ ÀÀ¿ë," 2013 Çѱ¹CAD/CAMÇÐȸ Çмú´ëȸ ³í¹®Áý, P-17, pp.-, 2013.8
- ÀÌ»óÇü, ±â°èÇнÀ ±â¹ýÀ» ÀÌ¿ëÇÑ ¿îÀüÀÚÀÇ Â÷¼± º¯°æ Àǵµ Æľǿ¡ °üÇÑ ¿¬±¸, ¼®»çÇÐÀ§³í¹®, ±¹¹Î´ëÇб³ ÀÚµ¿Â÷°øÇÐÀü¹®´ëÇпø, 2013.8
Projects
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µö·¯´× ±â¹Ý °í¼Óµµ·Î»óÀÇ ¿îÀüÀÚ ÁÖÇà Àǵµ ¿¹Ãø ½Ã½ºÅÛ °³¹ß, (Çѱ¹¿¬±¸Àç´Ü, 2017~ÇöÀç)
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±â°èÇнÀ ±â¹ýÀ» ÀÌ¿ëÇÑ ÀÚµ¿Â÷ÀÇ ¹æ¾î ¿îÀü ½Ã½ºÅÛ °³¹ß, (°úÇÐâÀÇÀç´Ü, 2016)
- °¨¼º±â¹Ý Áö´ÉÇü ÀÚµ¿Â÷ ÀÎÅÍ·¢¼Ç¿¡ ´ëÇÑ °øÇÐ-µðÀÚÀÎ À¶ÇÕ ¿¬±¸ (Çѱ¹¿¬±¸Àç´Ü, 2013~ÇöÀç)
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