Article

Deep Superpixel-Based Network For Blind Image Quality Assessment

2021-10-22

Abstract excerpt

<title>Abstract</title> <p>The goal in a blind image quality assessment (BIQA) method is to simulate the process of evaluating images by human eyes and accurately assess the quality of the image. Although many methods effectively identify degradation, they do not fully consider the semantic content in images resulting in distortion. In order to fill this gap, we propose a deep adaptive superpixel-based network, n...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: b0b139e6-99d1-5375-9e51-9fcfda781533
DOI: 10.21203/rs.3.rs-970679/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Deep Superpixel-Based Network For Blind Image Quality AssessmentDOI 10.21203/rs.3.rs-970679/v1Read

A Novel Multi-attention Fusion Convolution Neural Network for Blind Image Quality AssessmentSemantic proximity Read

Blind Quality Assessment Index of Realistic Nighttime Image via Multi-Scale and Multi-Level Features AggregationSemantic proximity Read

No-reference image quality assessment with multi-scale weighted residuals and channel attention mechanismSemantic proximity Read

BIQABSF: Blind Image Quality Assessment Based on Statistical FeaturesSemantic proximity Read

No-Reference Image Quality Assessment based on a Multitask Image Restoration NetworkSemantic proximity Read

Blind Quality Evaluation for Tone-Mapped Images by Exploiting Statistical Characteristics and Deep Perceptual FeaturesSemantic proximity Read

Fundus Image Super-Resolution Based on SRGAN with Efficient Channel Attention and Composite Degradation ModelinSemantic proximity Read

The re-identification generative adversarial network for image super-resolutionSemantic proximity Read

DAMMGA-Net: Direction-Aware Attention with Genetic Algorithm-Optimized Loss for Retinal Vessel SegmentationSemantic proximity Read

Blind Quality Evaluator for Multi-Exposure Fusion Image via Joint Sparse Features and Complex-Wavelet Statistical CharacteristicsSemantic proximity Read

SFAG-Net: A Retinal Vessel Segmentation Network Based on Synergistic Fusion and Adaptive GuidanceSemantic proximity Read

Context Aware Fusion for Brain Disease Detection via Hybrid Decomposition and OptimizationSemantic proximity Read