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Full-reference (FR) point cloud quality assessment (PCQA) has achieved impressive progress in recent years.
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Waterloo Exploration Database: New Challenges for Image Quality Assessment Models
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Unified Blind Quality Assessment of Compressed Natural, Graphic, and Screen Content Images
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Study of Subjective and Objective Quality Assessment of Audio-Visual Signals
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A Metric for Light Field Reconstruction, Compression, and Display Quality Evaluation
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MC360IQA: A multi-channel CNN for blind 360-degree image quality assessment
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Deformation-Based 3D Facial Expression Representation
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Perceptual quality assessment of omnidirectional images. In IEEE International Symposium on Circuits and Systems . 1–5
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3D semantic segmentation with submanifold sparse convolutional networks. In IEEE Conference on Computer Vision and Pattern Recognition . 9224–9232
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A novel methodology for quality assessment of voxelized point clouds
Eric M. Torlig, Evangelos Alexiou, Tiago A. Fonseca, et al · 2018
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4D spatio-temporal convnets: Minkowski convolutional neural networks. In IEEE Conference on Computer Vision and Pattern Recognition . 3070–3079
Christopher Choy, JunYoung Gwak, and Silvio Savarese. 2019 · 2019
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A Reduced Reference Metric for Visual Quality Evaluation of Point Cloud Contents
Irene Viola and Pablo Cesar. 2020 · 2020
Closest in time.
A color-based objective quality metric for point cloud contents. In International Conference on Quality of Multimedia Experience . 1–6
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End-to-End Blind Image Quality Prediction With Cascaded Deep Neural Network
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Perceptual image quality assessment: a survey
Guangtao Zhai and Xiongkuo Min. 2020 · 2020
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Joint Geometry and Color Projection-based Point Cloud Quality Metric
Alireza Javaheri, Catarina Brites, Fernando Pereira, and João Ascenso. 2021a · 2021
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Point Cloud Rendering after Coding: Impacts on Subjective and Objective Quality
Alireza Javaheri, Catarina Brites, Fernando Pereira, and Joao Ascenso. 2021b · 2021
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Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression
Qi Liu, Hui Yuan, Raouf Hamzaoui, et al · 2021
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PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-view Projection
Qi Liu, Hui Yuan, Honglei Su, et al · 2021
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Screen Content Quality Assessment: Overview, Benchmark, and Beyond
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Point Cloud Projection and Multi-Scale Feature Fusion Network Based Blind Quality Assessment for Colored Point Clouds. In ACM International Conference on Multimedia . 5266–5272
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Predicting the Perceptual Quality of Point Cloud: A 3D-to-2D Projection-Based Exploration
Qi Yang, Hao Chen, Zhan Ma, et al · 2021
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Point Cloud Distortion Quantification based on Potential Energy for Human and Machine Perception
Qi Yang, Siheng Chen, Yiling Xu, et al · 2021
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No-reference quality assessment for 3D colored point cloud and mesh Models
Zicheng Zhang, Wei Sun, Xiongkuo Min, et al · 2021
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Perceptual Quality Assessment of Colored 3D Point Clouds
Qi Liu, Honglei Su, Zhengfang Duanmu, et al · 2022
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Inferring Point Cloud Quality via Graph Similarity
Qi Yang, Zhan Ma, Yiling Xu, et al · 2022
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Optimizing Multistage Discriminative Dictionaries for Blind Image Quality Assessment
Qiuping Jiang, Feng Shao, Weisi Lin, et al · 2048
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