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Image Quality Assessment

23 papers with code · Computer Vision

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Latest papers with code

Saliency detection based on structural dissimilarity induced by image quality assessment model

24 May 2019yangli-xjtu/SDS

Similar to IQA models, the structural dissimilarity is computed based on the correlation of the structural features.

IMAGE QUALITY ASSESSMENT SALIENCY DETECTION

0
24 May 2019

No-Reference Quality Assessment of Contrast-Distorted Images using Contrast Enhancement

18 Apr 2019mtobeiyf/CEIQ

No-reference image quality assessment (NR-IQA) aims to measure the image quality without reference image.

NO-REFERENCE IMAGE QUALITY ASSESSMENT

10
18 Apr 2019

Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank

17 Feb 2019xialeiliu/RankIQA

Our results show that networks trained to regress to the ground truth targets for labeled data and to simultaneously learn to rank unlabeled data obtain significantly better, state-of-the-art results for both IQA and crowd counting.

ACTIVE LEARNING CROWD COUNTING IMAGE QUALITY ASSESSMENT LEARNING-TO-RANK

166
17 Feb 2019

Robust statistics and no-reference image quality assessment in Curvelet domain

11 Feb 2019rgiostri/robustcurvelet

This paper uses robust statistics and curvelet transform to learn a general-purpose no-reference (NR) image quality assessment (IQA) model.

NO-REFERENCE IMAGE QUALITY ASSESSMENT

0
11 Feb 2019

Boosting in Image Quality Assessment

21 Nov 2018olivesgatech/Boosting-in-IQA

In addition to support vector machines that are commonly used in the multi-method fusion, we propose using neural networks in the boosting.

IMAGE QUALITY ASSESSMENT

1
21 Nov 2018

Generating Adaptive and Robust Filter Sets Using an Unsupervised Learning Framework

21 Nov 2018olivesgatech/Adaptive-and-Robust-Filter-Sets

While assessing image quality, the filters need to capture perceptual differences based on dissimilarities between a reference image and its distorted version.

IMAGE QUALITY ASSESSMENT

0
21 Nov 2018

A Comparative Study of Quality and Content-Based Spatial Pooling Strategies in Image Quality Assessment

21 Nov 2018olivesgatech/Spatial-Pooling-in-IQA

In this work, we compare the state of the art quality and content-based spatial pooling strategies and show that although features are the key in any image quality assessment, pooling also matters.

IMAGE QUALITY ASSESSMENT

0
21 Nov 2018

MS-UNIQUE: Multi-model and Sharpness-weighted Unsupervised Image Quality Estimation

21 Nov 2018olivesgatech/MS-UNIQUE

We use multiple linear decoders to capture different abstraction levels of the image patches.

IMAGE QUALITY ASSESSMENT IMAGE QUALITY ESTIMATION

0
21 Nov 2018

PerSIM: Multi-resolution Image Quality Assessment in the Perceptually Uniform Color Domain

18 Nov 2018olivesgatech/PerSIM

An average observer perceives the world in color instead of black and white.

IMAGE QUALITY ASSESSMENT

0
18 Nov 2018

BLeSS: Bio-inspired Low-level Spatiochromatic Similarity Assisted Image Quality Assessment

16 Nov 2018olivesgatech/BLeSS

Moreover, BleSS significantly enhances the performance of SR-SIM and FSIM in the full TID 2013 database.

IMAGE QUALITY ASSESSMENT

0
16 Nov 2018