Hyoungnyoun Kim
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Contact
nyoun2 AT gmail
DOT com
nyoun2 AT naver
DOT com
My research interest is
computational intelligence.
I aspire to build an intelligent system that can predict, recall, and associate
information from previous experiences and knowledge much like human memory. In
order to realize these concepts, I have experienced a gamut of laboratory
problems from lower-level research issues including computer vision and image
processing to higher-level research work like humanoid robots and a cognitive
architecture. I understood the overall structure and correlation between
various researches related to the intelligence.
Recently, I have
concentrated on a computational associative memory model resembling the human
brain. By using the memory model, I tried to retrieve information in
large-scale datasets related to contextual human behaviors such as call logs
from mobile phones. Moreover, I improved the model to be applied to the
content-based image retrieval. I am currently seeking another challenging and
intriguing problem.
Ph.D.
Dissertation
Incremental Associative
Memory Modeling by Extended Hypernetworks for
Non-stationary Data, 2015
Research Interest
: Computational Intelligence & Machine Learning
- Neural associative
memory; Recognition memory;
- Cognitive
architecture;
- Information Retrieval and Recognition;
- Context-awareness;
- Large-scale data mining; Incremental learning;
: Human-Computer Interaction
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Human-robot interaction; Imitation learning; Learning by demonstration;
- Embodied Social Interaction for Family Robot;
- Multimodal sensor network, Natural user interface, 3D interaction
: Computer Vision
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Content-based image retrieval, Augmented reality;
Researches Experience
Brain-like Associative Memory |
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Extended Hypernetworks |
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Adaptive User Modeling |
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Active Video Surveillance System |
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Embodied Social Robot |
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Cooperative Robotic Grasping |
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Robotic Grasp Learning by Human Demonstration |
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Human Gesture Spotting for Imitation Learning |
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Social Game Learning by Imitation |
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Fragment-based Image Retrieval |
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Articulated Object Segmentation |
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3D Hand Tracking on TableTop |
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Shape Classification of 3D Objects |
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Interactive Video Object |
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Asymmetric Bimanual Interaction |
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3D Direct
Manipulation |
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User-centered 3D Remote Interaction |
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Multimodal User Guide System |