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이기영

​Giyoung Lee

Artificial Brain Research Lab.
About Me

About Me

I received the Ph.D. in Electronics Engineering from Kyungpook National University, Daegu, Korea, in 2017. My research interests include artificial intelligence, machine learning, neural networks, deep learning, image processing, cognitive computing, human-computer interaction, and healthcare. 

Education

Education

2013 - 2017

Electronics Engineering

Kyungpook National University (Ph.D.)

Major in Signal Processing

(Title of Thesis : Multiple Intelligence Diagnostic System Using Multimodal Bio-Signals and Deep Learning Method)

2011 - 2013

Electrical Engineering and Computer Science

Kyungpook National University (MS)

Major in Signal Processing

(Title of Thesis : Moving Vehicle Tracker using Trajectory Information based on Manifold Learning)

2004 - 2008

Electrical Engineering and Computer Science

Kyungpook National University (BS)

Employment

2007 - 2010

PGM R&D Lab, LIG Nex1

Research Engineer

Publications

International Journals

  1. Giyoung Lee, Rammohan Mallipeddi, Minho Lee: Trajectory-based Vehicle Tracking at Low Frame Rates. Expert Systems with Applications, vol. 80, pp. 46-57, 2017, SCIE, IF 3.928

  2. Jun-Su Kang, Amitash Ojha, Giyoung Lee, Minho Lee: Difference in brain activation patterns of individuals with high and low intelligence in linguistic and visuo-spatial tasks: An EEG study. Intelligence, vol. 61, pp. 47-55, 2017, SSCI, IF 2.982

  3. Giyoung Lee, Amitash Ojha, Jun-Su Kang, Minho Lee: Modulation of resource allocation by intelligent individuals in linguistic, mathematical and visuo-spatial tasks. International Journal of Psychophysiology, vol. 97(1), pp. 14-22, 2015, SSCI, IF 2.582

  4. Giyoung Lee, Rammohan Mallipeddi, Gil-Jin Jang, Minho Lee: A Genetic Algorithm-Based Moving Object Detection for Real-time Traffic Surveillance. IEEE Signal Processing Letters, vol. 22(10), pp. 1619-1622, 2015, SCIE, IF 2.528

  5. Giyoung Lee, Mingu Kwon, Swathi Kavuri Sri, Minho Lee: Action-perception cycle learning for incremental emotion recognition in a movie clip using 3D fuzzy GIST based on visual and EEG signals. Integrated Computer-Aided Engineering, vol. 21(3), pp. 295-310, 2014, SCIE, IF 5.264

  6. Giyoung Lee, Mingu Kwon, Swathi Kavuri Sri, Minho Lee: Emotion recognition based on 3D fuzzy visual and EEG features in movie clips. Neurocomputing, vol. 144, pp. 560-568, 2014, SCIE, IF 3.317

International Conferences

  1. Giyoung Lee, Amitash Ojha, Minho Lee: Classification of High and Low Intelligent Individuals Using Pupil and Eye Blink. Lecture Notes in Computer Science, vol. 9489, pp. 459-466, 2015

  2. Yongsik Jin, Mallipeddi Rammohan, Giyoung Lee, Minho Lee: Autonomous Depth Perception of Humanoid Robot Using Binocular Vision System Through Sensorimotor Interaction with Environment. Lecture Notes in Computer Science, vol. 9490, pp. 554-561, 2015

  3. Giyoung Lee, Amitash Ojha, Minho Lee: Concentration Monitoring for Intelligent Tutoring System Based on Pupil and Eye-blink. Proceedings of the 3rd International Conference on Human-Agent Interaction (HAI), 2015

  4. Giyoung Lee, Jun-Su Kang, Amitash Ojha, Minho Lee: Recognition of Cognitive State of Learners Using Brain and Bio Signals for Intelligent Tutoring System. 10th AEARU Workshop on Computer Science and Web Technology (AEARU-CSWT), 2015

  5. Giyoung Lee, Jun-Su Kang, Amitash Ojha, Minho Lee: How do we understand Multiple-Intelligence based on brain and bio signals?. 14th Japan-China-Korea Joint Workshop on Neurobiology and Neuroinformatics (NBNI), 2014

  6. Giyoung Lee, Rammohan Mallipeddi, Minho Lee: Tracking Multiple Moving Vehicles in Low Frame Rate Videos Based on Trajectory Information. IEEE International Conference on System, Man, and Cybernetics (SMC), pp. 3615-3620, 2013

  7. Giyoung Lee, Rammohan Mallipeddi, Minho Lee: Identification of Moving Vehicle Trajectory Using Manifold Learning. Lecture Notes in Computer Science, vol. 7666(4), pp. 188-195, 2012

  8. Wono Lee, Giyoung Lee, Sang-Woo Ban, Ilkyun Jung, Minho Lee: Intelligent Video Surveillance System Using Dynamic Saliency Map and Boosted Gaussian Mixture Model. Lecture Notes in Computer Science, vol. 7064(3), pp. 557-564, 2011

Domestic Conferences

  1. Giyoung Lee, Minho Lee: Classification of High and Low Intelligent Individuals Using Bio-signals and Deep Learning Methods. Brain and Artificial Intelligence Summer Workshop 2017

  2. Giyoung Lee, Jun-Su Kang, Minho Lee: Feature Analysis of Brain and Bio-signals of Intelligent Individuals in Learning and Problem solving Tasks. Brain and Artificial Intelligence Symposium 2017

  3. Giyoung Lee, Amitash Ojha, Minho Lee: Analysis for different bio-response according to multiple intelligences. The Korean Society for Cognitive Science Annual Spring Conference 2016

  4. Giyoung Lee, Minho Lee: Heart Rate Variability Analysis for Assessing Multiple Intelligences. Brain and Artificial Intelligence Symposium 2016

  5. Giyoung Lee, Amitash Ojha, Minho Lee: Classification of Strong and Weak Intelligence of Multiple Intelligence Using Bio-Signals. Brain and Artificial Intelligence Symposium 2015

  6. Giyoung Lee, Amitash Ojha, Minho Lee: Feature Analysis of Pupillary Response for Assessing Multiple Intelligences. Brain and Artificial Intelligence Symposium 2014

  7. Jun-Su Kang, Giyoung Lee, Sook-hee Ryue, Cheol-Su Kim, Minho Lee: Children's Multiple Intelligence Identification Model Using EEG signal analysis. The Institute of Electronics and Information Engineers Annual Conference 2013

  8. Giyoung Lee, Minho Lee: Trajectory Identification and Tracking of Moving Object based on Robust Kernel Isomap. Brain and Artificial Intelligence Symposium 2013

  9. Giyoung Lee, Minho Lee: Performance Improvement for Identification of Moving Vehicle Trajectory using Robust Kernel Isomap. The Institute of Electronics and Information Engineers Annual Conference 2012

  10. Giyoung Lee, Minho Lee: Identification of Moving Vehicle Trajectory Using Robust Kernel ISOMap. Korea Intelligent Transport Systems Annual Conference 2012

Awards

Awards

Contact Me

IT1-312, 

80 Daehakro, Bukgu, 

Daegu, 41566, Korea

giyoung0606@gmail.com
+82-53-940-8616

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