• Publications
  • Influence
Image quality assessment: from error visibility to structural similarity
TLDR
A structural similarity index is developed and its promise is demonstrated through a set of intuitive examples, as well as comparison to both subjective ratings and state-of-the-art objective methods on a database of images compressed with JPEG and JPEG2000.
Multiscale structural similarity for image quality assessment
TLDR
This paper proposes a multiscale structural similarity method, which supplies more flexibility than previous single-scale methods in incorporating the variations of viewing conditions, and develops an image synthesis method to calibrate the parameters that define the relative importance of different scales.
Blind Image Quality Assessment Using a Deep Bilinear Convolutional Neural Network
TLDR
A deep bilinear model for blind image quality assessment that works for both synthetically and authentically distorted images and achieves state-of-the-art performance on both synthetic and authentic IQA databases is proposed.
Video saliency incorporating spatiotemporal cues and uncertainty weighting
TLDR
Experimental results show that the proposed method significantly outperforms state-of-the-art video saliency detection models.
Group MAD Competition? A New Methodology to Compare Objective Image Quality Models
  • Kede Ma, Q. Wu, Lei Zhang
  • Computer Science
    IEEE Conference on Computer Vision and Pattern…
  • 1 June 2016
TLDR
A new mechanism, namely group MAximum Differentiation (gMAD) competition, which automatically selects subsets of image pairs from the database that provide the strongest test to let the IQA models compete with each other, is proposed.
Foveated wavelet image quality index
TLDR
This work developed a new image quality metric called foveated wavelet image quality index (FWQI) in the wavelet transform domain and shows its effectiveness by using it as a guide for optimal bit assignment of an embedded foveate image coding system.
Applications of Objective Image Quality Assessment Methods
TLDR
The applications of IQA measures in the design and optimization of advanced image processing algorithms and systems, where they perceive both great promises and major challenges, are discussed.
MIKoBOS - A Mobile Information and Communication System for Emergency Response
TLDR
An integrated mobile information and communication system, MIKoBOS, for emergency response operations that enables reliable data communication within the emergency site as well as between the site and the headquarters.
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