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Zhengfang Duanmu

About Me


I am a PhD student in ECE at University of Waterloo, advised by Prof. Zhou Wang. I obtained my BASc. and MASc. degree in ECE department from University of Waterloo in 2015 and 2017, respectively.

My research interests include Quality of Experience, Adaptive Streaming and Computational Imaging.

Publications


End-to-End Blind Quality Assessment of Compressed Videos Using Deep Neural Networks
Wentao Liu, Zhengfang Duanmu, and Zhou Wang
ACM Multimedia (MM), 2018
[Project] [Paper]

A Quality-of-Experience Database for Adaptive Video Streaming
IEEE Transactions on Broadcasting (TBC), 2018
[Project] [Preprint] [Dataset]

Temporal Motion Smoothness and The Impact of Frame Rate Variation on Video Quality
Rasoul Mohammadi Nasiri, Zhengfang Duanmu, and Zhou Wang
IEEE International Conference on Image Processing (ICIP), 2018
[Preprint]

Geometric Transformation Invariant Image Quality Assessment Using Convolutional Neural Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
[PDF] [Tensorflow Code]

Multi-Exposure Image Fusion by Optimizing A Structural Similarity Index
Kede Ma, Zhengfang Duanmu, Hojatollah Yeganeh, and Zhou Wang
IEEE Transactions on Computational Imaging (TCI), Mar. 2018
[PDF] [Matlab Code] [Dataset]

End-to-End Blind Image Quality Assessment Using Deep Neural Networks
Kede Ma Wentao Liu, Kai Zhang, Zhengfang Duanmu, Zhou Wang, and Wangmeng Zuo
IEEE Transactions on Image Processing (TIP), Mar. 2018
[Project] [PDF] [Matlab Code] [Tensorflow Code]

Quality-of-Experience of Adaptive Video Streaming: Exploring the Space of Adaptations
ACM Multimedia (MM), 2017
[Project] [PDF] [Dataset] Coming Soon!

Waterloo Exploration Database: New Challenges for Image Quality Assessment Models
IEEE Transactions on Image Processing (TIP), Feb. 2017
[Project] [PDF]

A Quality-of-Experience Index for Streaming Video
IEEE Journal of Selected Topics in Signal Processing (JSTSP), Feb. 2017
[Project] [PDF] [Dataset]

Perceptual Evaluation of Psychovisual Rate-Distortion Enhancement in Video Coding
Zhengfang Duanmu, Kai Zeng, Zhou Wang, and Mahzar Eisapour
Human Vision and Electronic Imaging Conference (HVEI), 2017
[PDF]

Quality-of-Experience Prediction for Streaming Video
IEEE Conference on Multimedia and Expo (ICME), 2016 (Oral)
[PDF] [Slides]

Group MAD Competition - A New Methodology to Compare Objective Image Quality Models
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 (Spotlight)
[Project] [PDF] [Dataset] [Toolbox]

Education


PhD in Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada
May. 2017 - Present
MASc. in Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada
May. 2015 - April. 2017
BASc. in Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada
Graduated with Distinction and Graduated on the Dean's Honours List
Sep. 2010 - Apr. 2015