41 citations · 162 across the 47 of their papers we have counts for
3 papers · 1 filter
MS-UNIQUE: Multi-model and Sharpness-weighted Unsupervised Image Quality Estimation
Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib
In this paper, we train independent linear decoder models to estimate the perceived quality of images. More specifically, we calculate the responses of individual non-overlapping i…
Generating Adaptive and Robust Filter Sets Using an Unsupervised Learning Framework
Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib
In this paper, we introduce an adaptive unsupervised learning framework, which utilizes natural images to train filter sets. The applicability of these filter sets is demonstrated…
UNIQUE: Unsupervised Image Quality Estimation
D. Temel, M. Prabhushankar, G. AlRegib
In this paper, we estimate perceived image quality using sparse representations obtained from generic image databases through an unsupervised learning approach. A color space trans…