Donghoon Lee

dhlee.jpg

 

 

Donghoon Lee     CV

Ph.D. Student

Department of Electrical and Computer Engineering

Seoul National University

1 Gwanak-ro, Gwanak-gu

Seoul 08826, Korea

 

Office: Building 133 Room 610

Phone: +82-2-880-1512

E-mail: donghoon.lee (at) rllab.snu.ac.kr

 

 

Donghoon Lee is a Ph.D. student in the Department of Electrical and Computer Engineering at the Seoul National University, Korea. His research interests include cyber-physical systems, wireless sensor networks, multi-target tracking, pedestrian detection, compressive sensing, sparse representation, image generation and machine learning. He received all his degrees in Electrical and Computer Engineering from Seoul National University (B.S. in 2011 and M.S. in 2013). 


Research Experiences


Internship Experience

  • 2018.07-2018.12: Google Cloud AI student researcher, Sunnyvale, CA
  • 2018.01-2018.06: NVIDIA research intern, Santa Clara, CA

Publications

International Journal

International Conference

  • Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, and Jan Kautz, "Context-aware Synthesis and Placement of Object Instances", Neural Information Processing Systems (NIPS), 2018.
  • Donghoon Lee, Sangdoo Yun, Sungjoon Choi, Hwiyeon Yoo, Ming-Hsuan Yang, and Songhwai Oh, "Unsupervised Holistic Image Generation from Key Local Patches", in Proc. of the European Conference on Computer Vision (ECCV), Sep., 2018.
  • Geonho Cha, Hwiyeon Yoo, Donghoon Lee, and Songhwai Oh, "Light-Weight Semantic Segmentation for Compound Images", in Proc. of the International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), 2017.
  • Hwiyeon Yoo, Donghoon Lee, Geonho Cha, and Songhwai Oh, "Estimating Objectness Using a Compound Eye Camera", in Proc. of the International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), 2017.
  • Donghoon Lee, Geonho Cha, Ming-Hsuan Yang, and Songhwai Oh, "Individualness and a Determinantal Point Process for Pedestrian Detection," in Proc. of the European Conference on Computer Vision (ECCV), Oct., 2016. (Supplementary material) [Software]
  • Donghoon Lee, Ming-Hsuan Yang, and Songhwai Oh, "Fast and Accurate Head Pose Estimation via Random Projection Forests," in Proc. of the IEEE International Conference on Computer Vision (ICCV), Dec., 2015. [Software]
  • Donghoon Lee and Songhwai Oh, "Understanding Human-Place Interaction from Tracking and Identification of Many Users," in Proc. of the IEEE International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA), Aug., 2013.
  • Sangseok Yoon, Hyeongseok Oh, Donghoon Lee, and Songhwai Oh, "Virtual Lock: A Smartphone Application for Personal Surveillance Using Camera Sensor Networks," in Proc. of the International Workshop on Cyber-Physical Systems, Networks, and Applications (CPSNA), Aug. 2011. (Acceptance Rate: 26%) 

Preprints

  • Donghoon Lee, Ming-Hsuan Yang, and Songhwai Oh, "Generative Single Image Reflection Separation", arxiv 2018.

Domestic Journal

  • Nuri Kim, Donghoon Lee, and Songhwai Oh, "Searching Effective Network Parameters to Construct Convolutional Neural Networks for Object Detection," Journal of the Korean Institute of Information Scientists and Engineers, vol.44, no.7, 2017. (Best paper award)
  • Donghoon Lee and Songhwai Oh, "Head Pose Estimation Using Random Forests," Journal of the Korean Institute of Information Scientists and Engineers, vol.40, no.8, Aug. 2013.

Domestic Conference

  • Donghoon Lee and Songhwai Oh, "Object Recognition Using a Compound Eye Camera," Proc. of the Korea Institute of Military Science and Technology (KIMST), 2016.
  • Donghoon Lee, Geonho Cha, and Songhwai Oh, "Embedded Intelligent Systems Using Wireless Camera Sensor Networks," Proc. of the Korean Institute of Information Scientists and Engineers, vol.31, no.12, Dec. 2013.