Manri Cheon

Brief Bio

  • Cheon, Manri (천만리)
  • Currently a postdoctoral researcher at Yonsei University, Korea and a member of Multimedia Computing and Machine Learning (MCML) Group, which is led by Prof. Jong-Seok Lee. Research interests include quality of experience, multimedia signal processing, machine learning, deep learning, etc.

Contact

  • E-mail : manri.cheon (at) gmail (dot) com 📧

News

Research Interests

  • Quality of Experience (QoE)
  • Image and Video Quality Assessment
  • Perception based Multimedia Signal Processing
  • Machine Learning and Deep Learning
  • 4K UHD, HDR, Super-Resolution, etc.

Education

  • Ph.D. in Engineering
    • 2012.03 - 2018.02
    • School of Integrated Technology (SIT), Yonsei University
    • Thesis : Objective Modelling of Quality of Experience in Adaptive Multimedia Environments
    • Supervisor : Jong-Seok Lee
  • Bachelor of Electrical and Electronic Engineering
    • 2005.03 - 2012.02
    • School of Electrical and Electronic Engineering, Yonsei University

Research Experience

  • Postdoctoral Researcher
    • 2018.03 - Present
    • MCML Group (Head : Prof. Jong-Seok Lee)
    • Yonsei University
  • Graduate Research Assistant
    • 2012.03 - 2018.02
    • MCML Group (Head : Prof. Jong-Seok Lee)
    • Yonsei University

Publications

  • Journal Papers
    • M. Cheon and J.-S. Lee, "Subjective and objective quality assessment of compressed 4K UHD videos for immersive experience," IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 7, pp. 1467-1480, Jul. 2018.
    • M. Cheon and J.-S. Lee, "Evaluation of objective quality metrics for multidimensional video scalability," Journal of Visual Communication and Image Representation, vol. 35, pp. 132-145, 2016.
    • M. Cheon and J.-S. Lee, "On ambiguity of objective image quality assessment," Electronics Letters, vol. 52(1), pp. 34-35, 2016.
    • M. Cheon and J.-S. Lee, "Temporal resolution vs. visual saliency in videos: Analysis of gaze patterns and evaluation of saliency models," Signal Processing: Image Communication, vol. 39, pp. 405-417, 2015.
  • Conference Papers
    • M. Choen, J.-H. Kim, J.-H. Choi, and J.-S. Lee, "Generative adversarial network-based image super-resolution using perceptual content losses," European Conference on Computer Vision (ECCV) Workshop, 2018. (accepted)
    • J.-H. Choi, M. Cheon, M.-S. Choi, and J.-S. Lee, “Impact of three-dimensional video scalability on multi-view activity recognition using deep learning,” Thematic Workshops of ACM Multimedia, pp. 135-143, 2017.
    • J.-H. Choi, M. Cheon, and J.-S. Lee, “Influence of video quality on multi-view activity,” IEEE International Symposium on Multimedia (ISM), pp. 511-515, 2017.
    • M. Cheon and J.-S. Lee, "Ambiguity-based evaluation of objective quality metrics for image compression," IEEE International Conference on Quality of Multimedia Experience (QoMEX), pp. 1- 6, 2016.
    • J. Lee, M. Cheon, S.-E. Moon, and J.-S. Lee, “Peripersonal space in virtual reality: navigating 3D space with different perspectives,” Annual Symposium on User Interface Software and Technology (UIST), pp. 207-208, 2016.
    • J. Lee, M. Cheon, S.-E. Moon, and J.-S. Lee, “Gaze analysis of avatar-based navigation with different perspectives in 3D virtual space,” International Conference on Human-Agent Interaction (HAI), pp. 223-226, 2015.
    • J. Lee, S.-E. Moon, M. Cheon, and J.-S. Lee, “EEG analysis on 3D navigation in virtual realty with different perspectives,” International Conference on Human-Agent Interaction (HAI), pp. 227-229, 2015.
    • M. Cheon and J.-S. Lee, "Objective quality comparison of 4K UHD and up-scaled 4K UHD videos," IEEE International Symposium on Multimedia (ISM), pp. 78-81, 2014.
    • M. Cheon and J.-S. Lee, "Gaze pattern analysis for video contents with different frame rates," Visual Communications and Image Processing (VCIP), pp. 17-20, 2013.
    • M. Cheon and J.-S. Lee, "Gaze pattern analysis for audio-visual contents under the presence of video transmission errors," IEEE International Conference on Multimedia and Expo Workshops (ICMEW), pp. 1-6, 2013.
  • Book chapter
    • M. Cheon, S. Kim, C.-B. Chae, and J.-S. Lee, Quality Assessment of Mobile Videos, 'Visual Signal Quality Assessment,' pp. 185-212, Springer, 2014